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ORCID59th ACL/IJNCLP 2021: Online Event
- Chengqing Zong, Fei Xia, Wenjie Li, Roberto Navigli:
Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021. Findings of ACL ACL/IJCNLP 2021, Association for Computational Linguistics 2021, ISBN 978-1-954085-54-1 - Mokanarangan Thayaparan, Marco Valentino, André Freitas
:
Explainable Inference Over Grounding-Abstract Chains for Science Questions. 1-12 - Weihao Yu, Zihang Jiang, Fei Chen, Qibin Hou, Jiashi Feng:
LV-BERT: Exploiting Layer Variety for BERT. 13-27 - Xin Cong, Shiyao Cui, Bowen Yu, Tingwen Liu, Yubin Wang, Bin Wang:
Few-Shot Event Detection with Prototypical Amortized Conditional Random Field. 28-40 - Lucas Azevedo, Mathieu d'Aquin, Brian Davis, Manel Zarrouk:
LUX (Linguistic aspects Under eXamination): Discourse Analysis for Automatic Fake News Classification. 41-56 - Shrey Desai, Ahmed Aly:
Diagnosing Transformers in Task-Oriented Semantic Parsing. 57-62 - Yunbin Tu, Tingting Yao, Liang Li, Jiedong Lou, Shengxiang Gao, Zhengtao Yu, Chenggang Yan:
Semantic Relation-aware Difference Representation Learning for Change Captioning. 63-73 - Haochen Liu, Wei Jin, Hamid Karimi, Zitao Liu, Jiliang Tang:
The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification. 74-85 - Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Mengge Xue, Tingwen Liu, Li Guo:
From What to Why: Improving Relation Extraction with Rationale Graph. 86-95 - Zeeshan Khan, Kartheek Akella, Vinay P. Namboodiri, C. V. Jawahar:
More Parameters? No Thanks! 96-102 - Hitomi Yanaka, Koji Mineshima, Kentaro Inui:
SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics. 103-119 - Jiatao Gu, Xiang Kong:
Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade. 120-133 - Wanzheng Zhu, Suma Bhat:
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech. 134-149 - Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie:
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. 150-163 - Jiawei Sheng, Shu Guo, Bowen Yu, Qian Li, Yiming Hei, Lihong Wang, Tingwen Liu, Hongbo Xu:
CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction. 164-174 - Xiaobao Wu, Chunping Li, Yishu Miao:
Discovering Topics in Long-tailed Corpora with Causal Intervention. 175-185 - Thomas Bott, Dominik Schlechtweg, Sabine Schulte im Walde:
More than just Frequency? Demasking Unsupervised Hypernymy Prediction Methods. 186-192 - Mingda Chen, Sam Wiseman, Kevin Gimpel:
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections. 193-209 - Masum Hasan, Tanveer Muttaqueen, Abdullah Al Ishtiaq, Kazi Sajeed Mehrab, Md. Mahim Anjum Haque, Tahmid Hasan, Wasi Uddin Ahmad, Anindya Iqbal, Rifat Shahriyar:
CoDesc: A Large Code-Description Parallel Dataset. 210-218 - Jianyu Cai, Zhanqiu Zhang, Feng Wu, Jie Wang:
Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs. 219-229 - Feilong Chen, Xiuyi Chen, Fandong Meng, Peng Li, Jie Zhou:
GoG: Relation-aware Graph-over-Graph Network for Visual Dialog. 230-243 - Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki, Naoaki Okazaki:
Joint Optimization of Tokenization and Downstream Model. 244-255 - Cheng Zhang, Qiuchi Li, Lingyu Hua, Dawei Song:
How does Attention Affect the Model? 256-268 - Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun:
Contrastive Attention for Automatic Chest X-ray Report Generation. 269-280 - Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun:
O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. 281-292 - Srivatsan Srinivasan, Chris Dyer:
Better Chinese Sentence Segmentation with Reinforcement Learning. 293-302 - Benjamin Minixhofer, Milan Gritta, Ignacio Iacobacci:
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning. 303-313 - Marcin Namysl, Sven Behnke, Joachim Köhler:
Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling. 314-329 - Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo:
Spatial Dependency Parsing for Semi-Structured Document Information Extraction. 330-343 - Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen:
Reader-Guided Passage Reranking for Open-Domain Question Answering. 344-350 - Hao Zhou, Weidong Ren, Gongshen Liu, Bo Su, Wei Lu:
Entity-Aware Abstractive Multi-Document Summarization. 351-362 - Zhongyi Yu, Zhenghao Wu, Hao Zheng, Zhe Xuanyuan, Jefferson Fong, Weifeng Su:
LenAtten: An Effective Length Controlling Unit For Text Summarization. 363-370 - Milan Gritta, Ignacio Iacobacci:
XeroAlign: Zero-shot cross-lingual transformer alignment. 371-381 - Francesca Vera:
Using Word Embeddings to Analyze Teacher Evaluations: An Application to a Filipino Education Non-Profit Organization. 382-389 - Shengfei Lyu, Huanhuan Chen:
Relation Classification with Entity Type Restriction. 390-395 - Quan Wang, Haifeng Wang, Yajuan Lyu, Yong Zhu:
Link Prediction on N-ary Relational Facts: A Graph-based Approach. 396-407 - Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Weizhu Chen, Jie Fu, Linjun Shou, Ming Gong, Pengcheng Wang, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan:
GLGE: A New General Language Generation Evaluation Benchmark. 408-420 - Xinsong Zhang, Pengshuai Li, Hang Li:
AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization. 421-435 - Feilong Chen, Fandong Meng, Xiuyi Chen, Peng Li, Jie Zhou:
Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation. 436-446 - Yunhao Li, Yunyi Yang, Xiaojun Quan, Jianxing Yu:
Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory. 447-459 - Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei:
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains. 460-470 - Xudong Han, Timothy Baldwin, Trevor Cohn:
Decoupling Adversarial Training for Fair NLP. 471-477 - Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao:
GO FIGURE: A Meta Evaluation of Factuality in Summarization. 478-487 - Murtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li, Tianyi Duan:
DNN-driven Gradual Machine Learning for Aspect-term Sentiment Analysis. 488-497 - Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra:
Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models. 498-503 - DongHyun Choi, Myeongcheol Shin, EungGyun Kim, Dong Ryeol Shin:
OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack. 504-512 - Jiaqi Chen, Jianheng Tang, Jinghui Qin, Xiaodan Liang, Lingbo Liu, Eric P. Xing, Liang Lin:
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning. 513-523 - Shuang Zeng, Yuting Wu, Baobao Chang:
SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction. 524-534 - Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat:
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction. 535-548 - Hao Fei, Shengqiong Wu, Yafeng Ren, Fei Li, Donghong Ji:
Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling. 549-559 - Yixuan Su, David Vandyke, Simon Baker, Yan Wang, Nigel Collier:
Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation. 560-569 - Xiaofei Ma, Cícero Nogueira dos Santos, Andrew O. Arnold:
Contrastive Fine-tuning Improves Robustness for Neural Rankers. 570-582 - Elliot Schumacher, James Mayfield, Mark Dredze:
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking. 583-595 - Yash Kumar Lal, Nathanael Chambers, Raymond J. Mooney, Niranjan Balasubramanian:
TellMeWhy: A Dataset for Answering Why-Questions in Narratives. 596-610 - Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston:
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots. 611-624 - Edresson Casanova, Lucas Gris, Augusto Camargo Neto, Daniel Peixoto Pinto da Silva, Murilo Gazzola, Ester C. Sabino, Anna Levin, Arnaldo Candido Jr., Sandra M. Aluísio, Marcelo Finger:
Deep Learning against COVID-19: Respiratory Insufficiency Detection in Brazilian Portuguese Speech. 625-633 - Chenglei Si, Ziqing Yang, Yiming Cui, Wentao Ma, Ting Liu, Shijin Wang:
Benchmarking Robustness of Machine Reading Comprehension Models. 634-644 - Zhongli Li, Qingyu Zhou, Chao Li, Ke Xu, Yunbo Cao:
Improving BERT with Syntax-aware Local Attention. 645-653 - Shuang Peng, Mengdi Zhou, Minghui Yang, Haitao Mi, Shaosheng Cao, Zujie Wen, Teng Xu, Hongbin Wang, Lei Liu:
A Dialogue-based Information Extraction System for Medical Insurance Assessment. 654-663 - Mucheng Ren, Heyan Huang, Yang Gao:
Prediction or Comparison: Toward Interpretable Qualitative Reasoning. 664-675 - Xiangju Li, Wei Gao, Shi Feng, Yifei Zhang, Daling Wang:
Boundary Detection with BERT for Span-level Emotion Cause Analysis. 676-682 - Leyang Cui, Sijie Cheng, Yu Wu, Yue Zhang:
On Commonsense Cues in BERT for Solving Commonsense Tasks. 683-693 - Yeon Seonwoo, Sang-Woo Lee, Ji-Hoon Kim, Jung-Woo Ha, Alice Oh:
Weakly Supervised Pre-Training for Multi-Hop Retriever. 694-704 - Jiawen Li, Shiwen Ni, Hung-Yu Kao:
Meet The Truth: Leverage Objective Facts and Subjective Views for Interpretable Rumor Detection. 705-715 - Heng-Da Xu, Zhongli Li, Qingyu Zhou, Chao Li, Zizhen Wang, Yunbo Cao, Heyan Huang, Xian-Ling Mao:
Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking. 716-728 - Ke Wang, Xiaojun Wan:
TransSum: Translating Aspect and Sentiment Embeddings for Self-Supervised Opinion Summarization. 729-742 - Rong-Cheng Tu, Lei Ji, Huaishao Luo, Botian Shi, Heyan Huang, Nan Duan, Xian-Ling Mao:
Hashing based Efficient Inference for Image-Text Matching. 743-752 - Jean-Philippe Bernardy, Adam Ek, Vladislav Maraev:
Can the Transformer Learn Nested Recursion with Symbol Masking? 753-760 - Diego Antognini, Boi Faltings:
Rationalization through Concepts. 761-775 - Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Parallel Attention Network with Sequence Matching for Video Grounding. 776-790 - Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu:
MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training. 791-800 - Fajri Koto, Jey Han Lau, Timothy Baldwin:
Evaluating the Efficacy of Summarization Evaluation across Languages. 801-812 - Chujie Zheng, Yong Liu, Wei Chen, Yongcai Leng, Minlie Huang:
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation. 813-824 - Huanqin Wu, Wei Liu, Lei Li, Dan Nie, Tao Chen, Feng Zhang, Di Wang:
UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction. 825-835 - Wietse de Vries, Malvina Nissim:
As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other Languages. 836-846 - Clémentine Fourrier, Rachel Bawden, Benoît Sagot:
Can Cognate Prediction Be Modelled as a Low-Resource Machine Translation Task? 847-861 - Mycal Tucker, Peng Qian, Roger Levy:
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings. 862-875 - Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyla, Sophia Ananiadou:
Investigating Text Simplification Evaluation. 876-882 - Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng:
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences. 883-898 - Yi-Ling Chung, Serra Sinem Tekiroglu, Marco Guerini:
Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech. 899-914 - Sara Rosenthal, Pepa Atanasova, Georgi Karadzhov, Marcos Zampieri, Preslav Nakov:
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification. 915-928 - Ruining He, Anirudh Ravula, Bhargav Kanagal, Joshua Ainslie:
RealFormer: Transformer Likes Residual Attention. 929-943 - Alexander Miserlis Hoyle, Ana Marasovic, Noah A. Smith:
Promoting Graph Awareness in Linearized Graph-to-Text Generation. 944-956 - William Dyer, Richard Futrell, Zoey Liu, Gregory Scontras:
Predicting cross-linguistic adjective order with information gain. 957-967 - Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard H. Hovy:
A Survey of Data Augmentation Approaches for NLP. 968-988 - Yuxuan Lai, Chen Zhang, Yansong Feng, Quzhe Huang, Dongyan Zhao:
Why Machine Reading Comprehension Models Learn Shortcuts? 989-1002 - Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong:
Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation. 1003-1016 - Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Sensei: Self-Supervised Sensor Name Segmentation. 1017-1027 - Jianqiang Ma, Zeyu Yan, Chang Li, Yang Zhang:
Frustratingly Simple Few-Shot Slot Tagging. 1028-1033 - Shaoxiong Ji, Shirui Pan, Pekka Marttinen:
Medical Code Assignment with Gated Convolution and Note-Code Interaction. 1034-1043 - Weiwen Xu, Huihui Zhang, Deng Cai, Wai Lam:
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering. 1044-1056 - Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou:
Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency. 1057-1067 - Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang, Hung-yi Lee:
Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation. 1068-1077 - Hongqiu Wu, Hai Zhao, Min Zhang:
Code Summarization with Structure-induced Transformer. 1078-1090 - Sihong Liu, Jinchao Zhang, Keqing He, Weiran Xu, Jie Zhou:
Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System. 1091-1102 - Ana Valeria Gonzalez, Gagan Bansal, Angela Fan, Yashar Mehdad, Robin Jia, Srinivasan Iyer:
Do Explanations Help Users Detect Errors in Open-Domain QA? An Evaluation of Spoken vs. Visual Explanations. 1103-1116 - Yuejia Xiang, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Zhenxi Lin, Yefeng Zheng:
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding. 1117-1128 - Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang:
Learning Algebraic Recombination for Compositional Generalization. 1129-1144 - Thang M. Pham, Trung Bui, Long Mai, Anh Nguyen:
Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks? 1145-1160 - Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He:
RevCore: Review-Augmented Conversational Recommendation. 1161-1173 - Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou, Jian-Guang Lou:
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing. 1174-1189 - Ximing Zhang, Qian-Wen Zhang, Zhao Yan, Ruifang Liu, Yunbo Cao:
Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning. 1190-1200 - Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang:
Fusing Context Into Knowledge Graph for Commonsense Question Answering. 1201-1207 - Han Zou, Jianfei Yang, Xiaojian Wu:
Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification. 1208-1218 - Christine de Kock, Andreas Vlachos:
Survival text regression for time-to-event prediction in conversations. 1219-1229 - Xiuyi Chen, Feilong Chen, Fandong Meng, Peng Li, Jie Zhou:
Unsupervised Knowledge Selection for Dialogue Generation. 1230-1244 - Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard:
Minimax and Neyman-Pearson Meta-Learning for Outlier Languages. 1245-1260 - Yue Dong, Chandra Bhagavatula, Ximing Lu, Jena D. Hwang, Antoine Bosselut, Jackie Chi Kit Cheung, Yejin Choi:
On-the-Fly Attention Modulation for Neural Generation. 1261-1274 - Artur Baranowski, Nico Hochgeschwender:
Grammar-Constrained Neural Semantic Parsing with LR Parsers. 1275-1279 - Chang Su, Kechun Wu, Yijiang Chen:
Enhanced Metaphor Detection via Incorporation of External Knowledge Based on Linguistic Theories. 1280-1287 - Lei Sha, Patrick Hohenecker, Thomas Lukasiewicz:
Controlling Text Edition by Changing Answers of Specific Questions. 1288-1299 - Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang:
Grammar-Based Patches Generation for Automated Program Repair. 1300-1305 - Tianyu Gao, Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction. 1306-1318 - Hongye Tan, Xiaoyue Wang, Yu Ji, Ru Li, Xiaoli Li, Zhiwei Hu, Yunxiao Zhao, Xiaoqi Han:
GCRC: A New Challenging MRC Dataset from Gaokao Chinese for Explainable Evaluation. 1319-1330 - Hongming Zhang, Haoyu Wang, Dan Roth:
Zero-shot Label-Aware Event Trigger and Argument Classification. 1331-1340 - Yu Zhao, Han Zhou, Ruobing Xie, Fuzhen Zhuang, Qing Li, Ji Liu:
Incorporating Global Information in Local Attention for Knowledge Representation Learning. 1341-1351 - Fang Ma, Chen Zhang, Dawei Song:
Exploiting Position Bias for Robust Aspect Sentiment Classification. 1352-1358 - Jingye Li, Kang Xu, Fei Li, Hao Fei, Yafeng Ren, Donghong Ji:
MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction. 1359-1370 - Yun-Zhu Song, Yi-Syuan Chen, Yi-Ting Chang, Shao-Yu Weng, Hong-Han Shuai:
Adversary-Aware Rumor Detection. 1371-1382 - Weidong Guo, Mingjun Zhao, Lusheng Zhang, Di Niu, Jinwen Luo, Zhenhua Liu, Zhenyang Li, Jianbo Tang:
LICHEE: Improving Language Model Pre-training with Multi-grained Tokenization. 1383-1392 - Chunting Zhou, Graham Neubig, Jiatao Gu, Mona T. Diab, Francisco Guzmán, Luke Zettlemoyer, Marjan Ghazvininejad:
Detecting Hallucinated Content in Conditional Neural Sequence Generation. 1393-1404 - Ruize Wang, Duyu Tang, Nan Duan, Zhongyu Wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang, Ming Zhou:
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters. 1405-1418 - Zhao Guo, Yuan Ni, Keqiang Wang, Wei Zhu, Guotong Xie:
Global Attention Decoder for Chinese Spelling Error Correction. 1419-1428 - Xin Chen, Zhen Hai, Deyu Li, Suge Wang, Dian Wang:
Jointly Identifying Rhetoric and Implicit Emotions via Multi-Task Learning. 1429-1434 - Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study. 1435-1449 - Melissa Ailem, Jingshu Liu, Raheel Qader:
Encouraging Neural Machine Translation to Satisfy Terminology Constraints. 1450-1455 - Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu:
BertGCN: Transductive Text Classification by Combining GNN and BERT. 1456-1462 - Jun Wang, Chang Xu, Francisco Guzmán, Ahmed El-Kishky, Yuqing Tang, Benjamin I. P. Rubinstein, Trevor Cohn:
Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning. 1463-1473 - Zhexue Chen, Hong Huang, Bang Liu, Xuanhua Shi, Hai Jin:
Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction. 1474-1483 - Wanjun Zhong, Duyu Tang, Jiahai Wang, Jian Yin, Nan Duan:
UserAdapter: Few-Shot User Learning in Sentiment Analysis. 1484-1488 - Hao Sun, Zhenru Lin, Chujie Zheng, Siyang Liu, Minlie Huang:
PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support. 1489-1503 - Bill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee, Xiang Ren:
RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge. 1504-1515 - Seohyun Back, Akhil Kedia, Sai Chetan Chinthakindi, Haejun Lee, Jaegul Choo:
Learning to Generate Questions by Learning to Recover Answer-containing Sentences. 1516-1529 - Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya:
Learning Slice-Aware Representations with Mixture of Attentions. 1530-1536 - Yitao Cai, Zhe Lin, Xiaojun Wan:
Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing. 1537-1547 - Zhe Lin, Xiaojun Wan:
Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach. 1548-1557 - Junyi Li, Tianyi Tang, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen:
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models. 1558-1568 - Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. 1569-1576 - Fei Huang, Zikai Chen, Chen Henry Wu, Qihan Guo, Xiaoyan Zhu, Minlie Huang:
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer. 1577-1590 - Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu, Minlie Huang:
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management. 1591-1602 - Ying Zhang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou:
Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition. 1603-1615 - Yannik Keller, Jan Mackensen, Steffen Eger:
BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks. 1616-1629 - Jianye Xie, Haotong Sun, Junsheng Zhou, Weiguang Qu, Xinyu Dai:
Event Detection as Graph Parsing. 1630-1640 - Yun Hu, Yeshuang Zhu, Jinchao Zhang, Changwen Zheng, Jie Zhou:
Toward Fully Exploiting Heterogeneous Corpus: A Decoupled Named Entity Recognition Model with Two-stage Training. 1641-1652 - Wang Xu, Kehai Chen, Tiejun Zhao:
Discriminative Reasoning for Document-level Relation Extraction. 1653-1663 - Chengcheng Han, Zeqiu Fan, Dongxiang Zhang, Minghui Qiu, Ming Gao, Aoying Zhou:
Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification. 1664-1673 - Igor Vorona, Anh-Huy Phan, Alexander Panchenko, Andrzej Cichocki:
Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint. 1674-1684 - Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li:
Improving Unsupervised Extractive Summarization with Facet-Aware Modeling. 1685-1697 - Yao Qiu, Jinchao Zhang, Jie Zhou:
Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder. 1698-1707 - Shicheng Li, Pengcheng Yang, Fuli Luo, Jun Xie:
Multi-Granularity Contrasting for Cross-Lingual Pre-Training. 1708-1717 - Dandan Huang, Kun Wang, Yue Zhang:
A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation. 1718-1732 - Ruikun Luo, Guanhuan Huang, Xiaojun Quan:
Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene. 1733-1742 - Yijin Xiong, Yukun Feng, Hao Wu, Hidetaka Kamigaito, Manabu Okumura:
Fusing Label Embedding into BERT: An Efficient Improvement for Text Classification. 1743-1750 - Jie Zhou, Shengding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juanzi Li, Maosong Sun:
KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion. 1751-1763 - Zheng Fang, Yulan He, Rob Procter:
A Query-Driven Topic Model. 1764-1777 - Vamsi Aribandi, Yi Tay, Donald Metzler:
How Reliable are Model Diagnostics? 1778-1785 - Guanlin Wu, Wenqi Fang, Ji Wang, Jiang Cao, Weidong Bao, Yang Ping, Xiaomin Zhu, Zheng Wang:
Gaussian Process based Deep Dyna-Q approach for Dialogue Policy Learning. 1786-1795 - Dustin Wright, Isabelle Augenstein:
CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding. 1796-1807 - Barbara Plank:
Cross-Lingual Cross-Domain Nested Named Entity Evaluation on English Web Texts. 1808-1815 - Milad Alshomary, Shahbaz Syed, Arkajit Dhar, Martin Potthast, Henning Wachsmuth:
Counter-Argument Generation by Attacking Weak Premises. 1816-1827 - Rui Jiao, Zonghan Yang, Maosong Sun, Yang Liu:
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation. 1828-1834 - Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang:
Template-Based Named Entity Recognition Using BART. 1835-1845 - Huang-Cheng Chou, Woan-Shiuan Chien, Da-Cheng Juan, Chi-Chun Lee:
"Does it Matter When I Think You Are Lying?" Improving Deception Detection by Integrating Interlocutor's Judgements in Conversations. 1846-1860 - Zhiwen Tang, Hrishikesh Kulkarni, Grace Hui Yang:
High-Quality Dialogue Diversification by Intermittent Short Extension Ensembles. 1861-1872 - Yiran Wang, Hiroyuki Shindo, Yuji Matsumoto, Taro Watanabe:
Structured Refinement for Sequential Labeling. 1873-1884 - Ishani Mondal, Yufang Hou, Charles Jochim:
End-to-End Construction of NLP Knowledge Graph. 1885-1895 - Austin Botelho, Scott Hale, Bertie Vidgen:
Deciphering Implicit Hate: Evaluating Automated Detection Algorithms for Multimodal Hate. 1896-1907 - Ana Sabina Uban, Cornelia Caragea, Liviu P. Dinu:
Studying the Evolution of Scientific Topics and their Relationships. 1908-1922 - Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, Ahmad Rashid:
End-to-End Self-Debiasing Framework for Robust NLU Training. 1923-1929 - Gautam S. Thakur, Janna Caspersen, Drahomira Herrmannova, Bryan Eaton, Jordan Burdette:
A Mixed-Method Design Approach for Empirically Based Selection of Unbiased Data Annotators. 1930-1938 - Krishnapriya Vishnubhotla, Graeme Hirst, Frank Rudzicz:
An Evaluation of Disentangled Representation Learning for Texts. 1939-1951 - Severine Verlinden, Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder:
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution. 1952-1957 - Shujian Zhang, Chengyue Gong, Eunsol Choi:
Knowing More About Questions Can Help: Improving Calibration in Question Answering. 1958-1970 - Hai Wan, Jinxia Lin, Jianfeng Du, Dawei Shen, Manrong Zhang:
Enhancing Metaphor Detection by Gloss-based Interpretations. 1971-1981 - Sílvia Casacuberta, Karina Halevy, Damián E. Blasi:
Evaluating Word Embeddings with Categorical Modularity. 1982-1993 - Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe:
Attention-based Contextual Language Model Adaptation for Speech Recognition. 1994-2003 - Sabyasachee Baruah, Sandeep Nallan Chakravarthula, Shrikanth Narayanan:
Annotation and Evaluation of Coreference Resolution in Screenplays. 2004-2010 - Chao Wang, Judith Gaspers, Quynh Ngoc Thi Do, Hui Jiang:
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation. 2011-2020 - Ken Yano, Akira Utsumi:
Pipeline Signed Japanese Translation Focusing on a Post-positional Particle Complement and Conjugation in a Low-resource Setting. 2021-2032 - Ruocheng Wang, Jiayuan Mao, Samuel Gershman, Jiajun Wu:
Language-Mediated, Object-Centric Representation Learning. 2033-2046 - Carla Viegas, Malihe Alikhani:
Entheos: A Multimodal Dataset for Studying Enthusiasm. 2047-2060 - Nam Do, Ellie Pavlick:
Are Rotten Apples Edible? Challenging Commonsense Inference Ability with Exceptions. 2061-2073 - Zilong Zheng, Shuwen Qiu, Lifeng Fan, Yixin Zhu, Song-Chun Zhu:
GRICE: A Grammar-based Dataset for Recovering Implicature and Conversational rEasoning. 2074-2085 - Pedro Colon-Hernandez, Yida Xin, Henry Lieberman, Catherine Havasi, Cynthia Breazeal, Peter Chin:
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations. 2086-2095 - Junyu Luo, Cao Xiao, Lucas Glass, Jimeng Sun, Fenglong Ma:
Fusion: Towards Automated ICD Coding via Feature Compression. 2096-2101 - Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan:
Automatic Document Sketching: Generating Drafts from Analogous Texts. 2102-2113 - Zhihan Zhou, Liqian Ma, Han Liu:
Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading. 2114-2124 - Ryosuke Kohita, Akifumi Wachi, Daiki Kimura, Subhajit Chaudhury, Michiaki Tatsubori, Asim Munawar:
Language-based General Action Template for Reinforcement Learning Agents. 2125-2139 - Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei:
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers. 2140-2151 - Jie Zhou, Yuanbin Wu, Qin Chen, Xuanjing Huang, Liang He:
Attending via both Fine-tuning and Compressing. 2152-2161 - Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen:
Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement. 2162-2172 - Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen:
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval. 2173-2183 - Oleg V. Vasilyev, John Bohannon:
Is Human Scoring the Best Criteria for Summary Evaluation? 2184-2191 - Jiannan Xiang, Yahui Liu, Deng Cai, Huayang Li, Defu Lian, Lemao Liu:
Assessing Dialogue Systems with Distribution Distances. 2192-2198 - Zhousi Chen, Longtu Zhang, Aizhan Imankulova, Mamoru Komachi:
Neural Combinatory Constituency Parsing. 2199-2213 - Chi Han, Mingxuan Wang, Heng Ji, Lei Li:
Learning Shared Semantic Space for Speech-to-Text Translation. 2214-2225 - Fuli Feng, Jizhi Zhang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua:
Empowering Language Understanding with Counterfactual Reasoning. 2226-2236 - Taolin Zhang, Chengyu Wang, Minghui Qiu, Bite Yang, Zerui Cai, Xiaofeng He, Jun Huang:
Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources. 2237-2249 - Ruiqing Zhang, Chao Pang, Chuanqiang Zhang, Shuohuan Wang, Zhongjun He, Yu Sun, Hua Wu, Haifeng Wang:
Correcting Chinese Spelling Errors with Phonetic Pre-training. 2250-2261 - Bingning Wang, Ting Yao, Weipeng Chen, Jingfang Xu, Xiaochuan Wang:
Multi-Lingual Question Generation with Language Agnostic Language Model. 2262-2272 - Xinyu Xing, Xiaojun Wan:
Structure-Aware Pre-Training for Table-to-Text Generation. 2273-2278 - Lang Yu, Allyson Ettinger:
On the Interplay Between Fine-tuning and Composition in Transformers. 2279-2293 - Xiaorui Qin, Yuyin Lu, Yufu Chen, Yanghui Rao:
Lifelong Learning of Topics and Domain-Specific Word Embeddings. 2294-2309 - Jian Yuan, Zhongyu Wei, Donghua Zhao, Qi Zhang, Changjian Jiang:
Leveraging Argumentation Knowledge Graph for Interactive Argument Pair Identification. 2310-2319 - Yingjie Li, Cornelia Caragea:
A Multi-Task Learning Framework for Multi-Target Stance Detection. 2320-2326 - Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou:
Confidence-Aware Scheduled Sampling for Neural Machine Translation. 2327-2337 - You Zhang, Jin Wang, Liang-Chih Yu, Xuejie Zhang:
MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers. 2338-2343 - Yuxuan Wang, Wanxiang Che, Ivan Titov, Shay B. Cohen, Zhilin Lei, Ting Liu:
A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples. 2344-2354 - Yingjie Li, Tiberiu Sosea, Aditya Sawant, Ajith Jayaraman Nair, Diana Inkpen, Cornelia Caragea:
P-Stance: A Large Dataset for Stance Detection in Political Domain. 2355-2365 - Xiang Chen, Yue Cao, Xiaojun Wan:
WIND: Weighting Instances Differentially for Model-Agnostic Domain Adaptation. 2366-2376 - Kuicai Dong, Yilin Zhao, Aixin Sun, Jung-Jae Kim, Xiaoli Li:
DocOIE: A Document-level Context-Aware Dataset for OpenIE. 2377-2389 - Viet Dac Lai, Minh Van Nguyen, Heidi Kaufman, Thien Huu Nguyen:
Event Extraction from Historical Texts: A New Dataset for Black Rebellions. 2390-2400 - Luyang Kong, Christopher Winestock, Parminder Bhatia:
Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics. 2401-2405 - Henry Weld, Guanghao Huang, Jean Lee, Tongshu Zhang, Kunze Wang, Xinghong Guo, Siqu Long, Josiah Poon, Soyeon Caren Han:
CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection. 2406-2416 - Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari, Sheng Bi:
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection. 2417-2429 - Xiangzhe Kong, Jialiang Huang, Ziquan Tung, Jian Guan, Minlie Huang:
Stylized Story Generation with Style-Guided Planning. 2430-2436 - Baoxin Wang, Wanxiang Che, Dayong Wu, Shijin Wang, Guoping Hu, Ting Liu:
Dynamic Connected Networks for Chinese Spelling Check. 2437-2446 - Canasai Kruengkrai, Junichi Yamagishi, Xin Wang:
A Multi-Level Attention Model for Evidence-Based Fact Checking. 2447-2460 - Xingshan Zeng, Liangyou Li, Qun Liu:
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer. 2461-2474 - Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han:
Training ELECTRA Augmented with Multi-word Selection. 2475-2486 - Jun Gao, Wei Bi, Ruifeng Xu, Shuming Shi:
REAM$\sharp$: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation. 2487-2500 - Guimin Chen, Yuanhe Tian, Yan Song, Xiang Wan:
Relation Extraction with Type-aware Map Memories of Word Dependencies. 2501-2512 - Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu:
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning. 2513-2525 - Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang:
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs. 2526-2538 - Wuwei Huang, Dexin Wang, Deyi Xiong:
AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation. 2539-2545 - Chandrahas, Partha P. Talukdar:
OKGIT: Open Knowledge Graph Link Prediction with Implicit Types. 2546-2559 - Yang Wu, Pengwei Zhan, Yunjian Zhang, Liming Wang, Zhen Xu:
Multimodal Fusion with Co-Attention Networks for Fake News Detection. 2560-2569 - Xudong Chen, Ce Zheng, Baobao Chang:
Joint Multi-Decoder Framework with Hierarchical Pointer Network for Frame Semantic Parsing. 2570-2578 - Jhih-wei Chen, Tsu-Jui Fu, Chen-Kang Lee, Wei-Yun Ma:
H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction. 2579-2593 - Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti:
GEM: A General Evaluation Benchmark for Multimodal Tasks. 2594-2603 - Qianqian Xie, Jimin Huang, Pan Du, Min Peng:
Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders. 2604-2613 - Jonathan Yellin, Omri Abend:
Paths to Relation Extraction through Semantic Structure. 2614-2626 - Shiguan Pang, Yun Xue, Zehao Yan, Weihao Huang, Jinhui Feng:
Dynamic and Multi-Channel Graph Convolutional Networks for Aspect-Based Sentiment Analysis. 2627-2636 - Sanja Stajner:
Automatic Text Simplification for Social Good: Progress and Challenges. 2637-2652 - Kohei Makino, Makoto Miwa, Yutaka Sasaki:
A Neural Edge-Editing Approach for Document-Level Relation Graph Extraction. 2653-2662 - Yi Xu, Hai Zhao:
Dialogue-oriented Pre-training. 2663-2673 - Junyi Bian, Li Huang, Xiaodi Huang, Hong Zhou, Shanfeng Zhu:
GrantRel: Grant Information Extraction via Joint Entity and Relation Extraction. 2674-2685 - Jeonghyeok Park, Hai Zhao:
Enhancing Language Generation with Effective Checkpoints of Pre-trained Language Model. 2686-2694 - Guoxin Yu, Xiang Ao, Ling Luo, Min Yang, Xiaofei Sun, Jiwei Li, Qing He:
Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis. 2695-2705 - Zihan Liu, Genta Indra Winata, Pascale Fung:
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation. 2706-2718 - Andrew Shin, Takuya Narihira:
Transformer-Exclusive Cross-Modal Representation for Vision and Language. 2719-2725 - Meng Zhang, Liangyou Li, Qun Liu:
Two Parents, One Child: Dual Transfer for Low-Resource Neural Machine Translation. 2726-2738 - Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li:
Contrastive Aligned Joint Learning for Multilingual Summarization. 2739-2750 - Kaspar Beelen, Federico Nanni, Mariona Coll Ardanuy, Kasra Hosseini, Giorgia Tolfo, Barbara McGillivray:
When Time Makes Sense: A Historically-Aware Approach to Targeted Sense Disambiguation. 2751-2761 - Houssam Akhmouch, Gaël Dias, José G. Moreno:
Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification. 2762-2772 - Qiaoyang Luo, Lingqiao Liu, Yuhao Lin, Wei Zhang:
Don't Miss the Labels: Label-semantic Augmented Meta-Learner for Few-Shot Text Classification. 2773-2782 - Shraman Pramanick, Dimitar Dimitrov, Rituparna Mukherjee, Shivam Sharma, Md. Shad Akhtar, Preslav Nakov, Tanmoy Chakraborty:
Detecting Harmful Memes and Their Targets. 2783-2796 - Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Progressive Multi-Granularity Training for Non-Autoregressive Translation. 2797-2803 - Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Yoshinobu Kano, Kumari Deepshikha:
ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation. 2804-2818 - Qiao Cheng, Juntao Liu, Xiaoye Qu, Jin Zhao, Jiaqing Liang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan, Yanghua Xiao:
HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications. 2819-2831 - Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab:
Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? 2832-2841 - YunSeok Choi, JinYeong Bak, CheolWon Na, Jee-Hyong Lee:
Learning Sequential and Structural Information for Source Code Summarization. 2842-2851 - Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen:
Energy-based Unknown Intent Detection with Data Manipulation. 2852-2861 - Amir Cohen, Amir Kantor, Sagi Hilleli, Eyal Kolman:
Automatic Rephrasing of Transcripts-based Action Items. 2862-2873 - Simran Khanuja, Melvin Johnson, Partha P. Talukdar:
MergeDistill: Merging Language Models using Pre-trained Distillation. 2874-2887 - Biao Zhang, Ivan Titov, Rico Sennrich:
On Sparsifying Encoder Outputs in Sequence-to-Sequence Models. 2888-2900 - Girishkumar Ponkiya, Diptesh Kanojia, Pushpak Bhattacharyya, Girish Keshav Palshikar:
FrameNet-assisted Noun Compound Interpretation. 2901-2911 - Yuhang Bai, Richong Zhang, Fanshuang Kong, Junfan Chen, Yongyi Mao:
Hypernym Discovery via a Recurrent Mapping Model. 2912-2921 - Won-Ik Cho, Emmanuele Chersoni, Yu-Yin Hsu, Chu-Ren Huang:
Modeling the Influence of Verb Aspect on the Activation of Typical Event Locations with BERT. 2922-2929 - Ana Valeria Gonzalez, Anna Rogers, Anders Søgaard:
On the Interaction of Belief Bias and Explanations. 2930-2942 - Jinpeng Zhang, Baijun Ji, Nini Xiao, Xiangyu Duan, Min Zhang, Yangbin Shi, Weihua Luo:
Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction. 2943-2955 - Christos Baziotis, Ivan Titov, Alexandra Birch, Barry Haddow:
Exploring Unsupervised Pretraining Objectives for Machine Translation. 2956-2971 - Wen Zheng, Natasa Milic-Frayling, Ke Zhou:
Knowledge-Grounded Dialogue Generation with Term-level De-noising. 2972-2983 - Carlos Aspillaga, Marcelo Mendoza, Alvaro Soto:
Inspecting the concept knowledge graph encoded by modern language models. 2984-3000 - Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li:
Language Tags Matter for Zero-Shot Neural Machine Translation. 3001-3007 - Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang:
Latent Reasoning for Low-Resource Question Generation. 3008-3022 - Israa Alghanmi, Luis Espinosa Anke, Steven Schockaert:
Probing Pre-Trained Language Models for Disease Knowledge. 3023-3033 - Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty:
AugVic: Exploiting BiText Vicinity for Low-Resource NMT. 3034-3045 - Si-yu Zhang, Zhongliang Yang, Jinshuai Yang, Yongfeng Huang:
Provably Secure Generative Linguistic Steganography. 3046-3055 - Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou, Ming Gong, Yichong Xu, Michael Zeng:
Retrieval Enhanced Model for Commonsense Generation. 3056-3062 - Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu:
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. 3063-3074 - Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu:
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. 3075-3087 - Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein:
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference. 3088-3098 - Zhijing Jin, Geeticka Chauhan, Brian Tse, Mrinmaya Sachan, Rada Mihalcea:
How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact. 3099-3113 - Qingbao Huang, Chuan Huang, Linzhang Mo, Jielong Wei, Yi Cai, Ho-fung Leung, Qing Li:
IgSEG: Image-guided Story Ending Generation. 3114-3123 - Dan Su, Tiezheng Yu, Pascale Fung:
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance. 3124-3131 - Ashwinkumar Ganesan, Francis Ferraro, Tim Oates:
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment. 3132-3139 - Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li:
Probabilistic Graph Reasoning for Natural Proof Generation. 3140-3151 - Rui Liu, Zheng Lin, Yutong Tan, Weiping Wang:
Enhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge Graph. 3152-3157 - Siru Ouyang, Zhuosheng Zhang, Hai Zhao:
Dialogue Graph Modeling for Conversational Machine Reading. 3158-3169 - Haryo Akbarianto Wibowo, Made Nindyatama Nityasya, Afra Feyza Akyürek, Suci Fitriany, Alham Fikri Aji, Radityo Eko Prasojo, Derry Tanti Wijaya:
IndoCollex: A Testbed for Morphological Transformation of Indonesian Word Colloquialism. 3170-3183 - Guandan Chen, Kai Fan, Kaibo Zhang, Boxing Chen, Zhongqiang Huang:
Manifold Adversarial Augmentation for Neural Machine Translation. 3184-3189 - Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu:
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling. 3190-3200 - Denis Lukovnikov, Asja Fischer:
Insertion-based Tree Decoding. 3201-3213 - Victor Petrén Bach Hansen, Anders Søgaard:
Is the Lottery Fair? Evaluating Winning Tickets Across Demographics. 3214-3224 - Soyoung Yoon, Gyuwan Kim, Kyumin Park:
SSMix: Saliency-Based Span Mixup for Text Classification. 3225-3234 - Paras Bhatt, Anthony Rios:
Detecting Bot-Generated Text by Characterizing Linguistic Accommodation in Human-Bot Interactions. 3235-3247 - Rongzhou Bao, Jiayi Wang, Hai Zhao:
Defending Pre-trained Language Models from Adversarial Word Substitution Without Performance Sacrifice. 3248-3258 - Maximin Coavoux:
BERT-Proof Syntactic Structures: Investigating Errors in Discontinuous Constituency Parsing. 3259-3272 - Syrine Krichene, Thomas Müller, Julian Martin Eisenschlos:
DoT: An efficient Double Transformer for NLP tasks with tables. 3273-3283 - Kevin Parnow, Zuchao Li, Hai Zhao:
Grammatical Error Correction as GAN-like Sequence Labeling. 3284-3290 - Qing Sun, Parminder Bhatia:
Neural Entity Recognition with Gazetteer based Fusion. 3291-3295 - Sébastien Montella, Lina Maria Rojas-Barahona, Johannes Heinecke:
Hyperbolic Temporal Knowledge Graph Embeddings with Relational and Time Curvatures. 3296-3308 - Aditya Gupta, Jiacheng Xu, Shyam Upadhyay, Diyi Yang, Manaal Faruqui:
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering. 3309-3319 - Yada Pruksachatkun, Satyapriya Krishna, Jwala Dhamala, Rahul Gupta, Kai-Wei Chang:
Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification. 3320-3331 - Zeyu Dai, Ruihong Huang:
A Joint Model for Structure-based News Genre Classification with Application to Text Summarization. 3332-3342 - Lorenzo Bertolini, Julie Weeds, David J. Weir, Qiwei Peng:
Representing Syntax and Composition with Geometric Transformations. 3343-3353 - Tuhin Chakrabarty, Debanjan Ghosh, Adam Poliak, Smaranda Muresan:
Figurative Language in Recognizing Textual Entailment. 3354-3361 - Matt Wilber, William Timkey, Marten van Schijndel:
To Point or Not to Point: Understanding How Abstractive Summarizers Paraphrase Text. 3362-3376 - Richard Yuanzhe Pang, Ádám Dániel Lelkes, Vinh Q. Tran, Cong Yu:
AgreeSum: Agreement-Oriented Multi-Document Summarization. 3377-3391 - Olga Kovaleva, Saurabh Kulshreshtha, Anna Rogers, Anna Rumshisky:
BERT Busters: Outlier Dimensions that Disrupt Transformers. 3392-3405 - Tommaso Fornaciari, Dirk Hovy, Elin Naurin, Julia Runeson, Robert Thomson, Pankaj Adhikari:
"We will Reduce Taxes" - Identifying Election Pledges with Language Models. 3406-3419 - Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral:
WeaQA: Weak Supervision via Captions for Visual Question Answering. 3420-3435 - Priyam Tejaswin, Dhruv Naik, Pengfei Liu:
How well do you know your summarization datasets? 3436-3449 - Yuqing Tang, Chau Tran, Xian Li, Peng-Jen Chen, Naman Goyal, Vishrav Chaudhary, Jiatao Gu, Angela Fan:
Multilingual Translation from Denoising Pre-Training. 3450-3466 - Zeeshan Ali Sayyed, Daniel Dakota:
Annotations Matter: Leveraging Multi-task Learning to Parse UD and SUD. 3467-3481 - Shahbaz Syed, Khalid Al Khatib, Milad Alshomary, Henning Wachsmuth, Martin Potthast:
Generating Informative Conclusions for Argumentative Texts. 3482-3493 - Haoyue Shi, Karen Livescu, Kevin Gimpel:
Substructure Substitution: Structured Data Augmentation for NLP. 3494-3508 - Vanessa López, Nagesh Yadav, Gabriele Picco, Inge Vejsbjerg, Eoin Carrol, Seamus Brady, Marco Luca Sbodio, Hoang Thanh Lam, Miao Wei, John Segrave-Daly:
Towards Protecting Vital Healthcare Programs by Extracting Actionable Knowledge from Policy. 3509-3521 - Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi:
Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax. 3522-3533 - Alexey Tikhonov, Max Ryabinin:
It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning. 3534-3546 - Diego Garcia-Olano, Yasumasa Onoe, Ioana Baldini, Joydeep Ghosh, Byron C. Wallace, Kush R. Varshney:
Biomedical Interpretable Entity Representations. 3547-3561 - Shakti Kumar, Jithin Pradeep, Hussain Zaidi:
Learning Robust Latent Representations for Controllable Speech Synthesis. 3562-3575 - Marco Gaido, Beatrice Savoldi, Luisa Bentivogli, Matteo Negri, Marco Turchi:
How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation. 3576-3589 - Dimitrios Tsarapatsanis, Nikolaos Aletras:
On the Ethical Limits of Natural Language Processing on Legal Text. 3590-3599 - Ana-Maria Bucur, Marcos Zampieri, Liviu P. Dinu:
An Exploratory Analysis of the Relation between Offensive Language and Mental Health. 3600-3606 - Christian Lang, Lennart Wachowiak, Barbara Heinisch, Dagmar Gromann:
Transforming Term Extraction: Transformer-Based Approaches to Multilingual Term Extraction Across Domains. 3607-3620 - Oyvind Tafjord, Bhavana Dalvi, Peter Clark:
ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language. 3621-3634 - Lisa Anne Hendricks, Aida Nematzadeh:
Probing Image-Language Transformers for Verb Understanding. 3635-3644 - Tatiana R. Ringenberg, Kathryn C. Seigfried-Spellar, Julia Rayz:
Implications of Using Internet Sting Corpora to Approximate Underage Victims. 3645-3656 - Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu:
Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon. 3657-3668 - Danae Sanchez Villegas, Saeid Mokaram, Nikolaos Aletras:
Analyzing Online Political Advertisements. 3669-3680 - Peifeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren:
Do Language Models Perform Generalizable Commonsense Inference? 3681-3688 - Yawei Kong, Kai Fan:
Probing Multi-modal Machine Translation with Pre-trained Language Model. 3689-3699 - Samia Touileb, Jeremy Barnes:
The interplay between language similarity and script on a novel multi-layer Algerian dialect corpus. 3700-3712 - Andrew Halterman, Benjamin J. Radford:
Few-Shot Upsampling for Protest Size Detection. 3713-3720 - Irene Nikkarinen, Tiago Pimentel, Damián E. Blasi, Ryan Cotterell:
Modeling the Unigram Distribution. 3721-3729 - Muhammad Bilal Zafar, Michele Donini, Dylan Slack, Cédric Archambeau, Sanjiv Das, Krishnaram Kenthapadi:
On the Lack of Robust Interpretability of Neural Text Classifiers. 3730-3740 - Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha:
Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction. 3741-3747 - R. Chulaka Gunasekara, Guy Feigenblat, Benjamin Sznajder, Sachindra Joshi, David Konopnicki:
Summary Grounded Conversation Generation. 3748-3756 - Sweta Agrawal, Weijia Xu, Marine Carpuat:
A Non-Autoregressive Edit-Based Approach to Controllable Text Simplification. 3757-3769 - Hai Hu, He Zhou, Zuoyu Tian, Yiwen Zhang, Yina Patterson, Yanting Li, Yixin Nie, Kyle Richardson:
Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language Inference. 3770-3785 - Shohini Bhattasali, Philip Resnik:
Using surprisal and fMRI to map the neural bases of broad and local contextual prediction during natural language comprehension. 3786-3798 - Laura Pérez-Mayos, Alba Táboas García, Simon Mille, Leo Wanner:
Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models. 3799-3812 - Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt:
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level. 3813-3827 - Jerrod Parker, Shi Yu:
Named Entity Recognition through Deep Representation Learning and Weak Supervision. 3828-3839 - Alexis Ross, Ana Marasovic, Matthew E. Peters:
Explaining NLP Models via Minimal Contrastive Editing (MiCE). 3840-3852 - Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow:
Differential Privacy for Text Analytics via Natural Text Sanitization. 3853-3866 - Prakhar Gupta, Yulia Tsvetkov, Jeffrey P. Bigham:
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation. 3867-3883 - Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu:
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering. 3884-3894 - Federico Bianchi, Dirk Hovy:
On the Gap between Adoption and Understanding in NLP. 3895-3901 - John Dougrez-Lewis, Maria Liakata, Elena Kochkina, Yulan He:
Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification. 3902-3908 - Elizabeth M. Merkhofer, Monica-Ann Mendoza, Rebecca Marvin, John C. Henderson:
Perceptual Models of Machine-Edited Text. 3909-3920 - Raghuveer Thirukovalluru, Nicholas Monath, Kumar Shridhar, Manzil Zaheer, Mrinmaya Sachan, Andrew McCallum:
Scaling Within Document Coreference to Long Texts. 3921-3931 - Machel Reid, Victor Zhong:
LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer. 3932-3944 - Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral:
Constructing Flow Graphs from Procedural Cybersecurity Texts. 3945-3957 - Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu:
Cluster-Former: Clustering-based Sparse Transformer for Question Answering. 3958-3968 - Ramy Eskander, Cass Lowry, Sujay Khandagale, Francesca Callejas, Judith Klavans, Maria Polinsky, Smaranda Muresan:
Minimally-Supervised Morphological Segmentation using Adaptor Grammars with Linguistic Priors. 3969-3974 - Elsbeth Turcan, Shuai Wang, Rishita Anubhai, Kasturi Bhattacharjee, Yaser Al-Onaizan, Smaranda Muresan:
Multi-Task Learning and Adapted Knowledge Models for Emotion-Cause Extraction. 3975-3989 - Oshin Agarwal, Ani Nenkova:
The Utility and Interplay of Gazetteers and Entity Segmentation for Named Entity Recognition in English. 3990-4002 - Christian Gomes, Marcos André Gonçalves, Leonardo Rocha, Sérgio D. Canuto:
On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance Prediction. 4003-4014 - Nghia Trung Ngo, Duy Phung, Thien Huu Nguyen:
Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters. 4015-4025 - Iman Deznabi, Mohit Iyyer, Madalina Fiterau:
Predicting in-hospital mortality by combining clinical notes with time-series data. 4026-4031 - Winston Wu, Kevin Duh, David Yarowsky:
Sequence Models for Computational Etymology of Borrowings. 4032-4037 - Jun Yan, Mrigank Raman, Aaron Chan, Tianyu Zhang, Ryan A. Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren:
Learning Contextualized Knowledge Structures for Commonsense Reasoning. 4038-4051 - Anna Sotnikova, Yang Trista Cao, Hal Daumé III, Rachel Rudinger:
Analyzing Stereotypes in Generative Text Inference Tasks. 4052-4065 - Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier:
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction. 4066-4078 - Varun Gangal, Harsh Jhamtani, Eduard H. Hovy, Taylor Berg-Kirkpatrick:
Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation. 4079-4090 - Kunwoo Park, Zhufeng Pan, Jungseock Joo:
Who Blames or Endorses Whom? Entity-to-Entity Directed Sentiment Extraction in News Text. 4091-4102 - Viet Anh Trinh, Alla Rozovskaya:
New Dataset and Strong Baselines for the Grammatical Error Correction of Russian. 4103-4111 - Farhan Samir, Barend Beekhuizen, Suzanne Stevenson:
A Formidable Ability: Detecting Adjectival Extremeness with DSMs. 4112-4125 - Kaiser Sun, Ana Marasovic:
Effective Attention Sheds Light On Interpretability. 4126-4135 - Logan Born, Kathryn Kelley, M. Willis Monroe, Anoop Sarkar:
Compositionality of Complex Graphemes in the Undeciphered Proto-Elamite Script using Image and Text Embedding Models. 4136-4146 - Tianchu Ji, Shraddhan Jain, Michael Ferdman, Peter A. Milder, H. Andrew Schwartz, Niranjan Balasubramanian:
On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers. 4147-4157 - Jieyu Zhao, Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Kai-Wei Chang:
Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? 4158-4164 - Zewei Chu, Karl Stratos, Kevin Gimpel:
Unsupervised Label Refinement Improves Dataless Text Classification. 4165-4178 - Bhargavi Paranjape, Julian Michael, Marjan Ghazvininejad, Hannaneh Hajishirzi, Luke Zettlemoyer:
Prompting Contrastive Explanations for Commonsense Reasoning Tasks. 4179-4192 - Gustavo José de Sousa, Daniel Carlos Guimarães Pedronette, João Paulo Papa, Ivan Rizzo Guilherme:
SMS Spam Detection Through Skip-gram Embeddings and Shallow Networks. 4193-4201 - Yichi Zhang, Joyce Chai:
Hierarchical Task Learning from Language Instructions with Unified Transformers and Self-Monitoring. 4202-4213 - Hillary Dawkins:
Marked Attribute Bias in Natural Language Inference. 4214-4226 - Hu Xu, Gargi Ghosh, Po-Yao Huang, Prahal Arora, Masoumeh Aminzadeh, Christoph Feichtenhofer, Florian Metze, Luke Zettlemoyer:
VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding. 4227-4239 - Andrew Halterman, Katherine A. Keith, Sheikh Muhammad Sarwar, Brendan O'Connor:
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence. 4240-4253 - Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Weizhu Chen:
Memory-Efficient Differentiable Transformer Architecture Search. 4254-4264 - Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu:
On the Copying Behaviors of Pre-Training for Neural Machine Translation. 4265-4275 - Chao-Chun Hsu, Eric Lind, Luca Soldaini, Alessandro Moschitti:
Answer Generation for Retrieval-based Question Answering Systems. 4276-4282 - Khyathi Raghavi Chandu, Yonatan Bisk, Alan W. Black:
Grounding 'Grounding' in NLP. 4283-4305 - Yuanhe Tian, Guimin Chen, Han Qin, Yan Song:
Federated Chinese Word Segmentation with Global Character Associations. 4306-4313 - Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Jose Echevarria, Thamar Solorio, Paul Asente:
PSED: A Dataset for Selecting Emphasis in Presentation Slides. 4314-4320 - Louis Clouâtre, Philippe Trempe, Amal Zouaq, Sarath Chandar:
MLMLM: Link Prediction with Mean Likelihood Masked Language Model. 4321-4331 - Ruibo Liu, Jason Wei, Chenyan Jia, Soroush Vosoughi:
Modulating Language Models with Emotions. 4332-4339 - Hiroshi Noji, Yohei Oseki:
Effective Batching for Recurrent Neural Network Grammars. 4340-4352 - Kosuke Yamada, Ryohei Sasano, Koichi Takeda:
Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction. 4353-4362 - Thanh-Nam Doan, Tuan-Anh Hoang:
Benchmarking Neural Topic Models: An Empirical Study. 4363-4368 - Kaiyu Huang, Junpeng Liu, Degen Huang, Deyi Xiong, Zhuang Liu, Jinsong Su:
Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability. 4369-4381 - Samip Dahal, Adyasha Maharana, Mohit Bansal:
Analysis of Tree-Structured Architectures for Code Generation. 4382-4391 - Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat:
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? 4392-4400 - Xinran Zhao, Esin Durmus, Hongming Zhang, Claire Cardie:
Leveraging Topic Relatedness for Argument Persuasion. 4401-4407 - Chuhan Wu, Fangzhao Wu, Yongfeng Huang:
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers. 4408-4413 - Chang Shu, Yusen Zhang, Xiangyu Dong, Peng Shi, Tao Yu, Rui Zhang:
Logic-Consistency Text Generation from Semantic Parses. 4414-4426 - Julian Michael, Luke Zettlemoyer:
Inducing Semantic Roles Without Syntax. 4427-4442 - Chi-Yang Hsu, Yun-Wei Chu, Ting-Hao (Kenneth) Huang, Lun-Wei Ku:
Plot and Rework: Modeling Storylines for Visual Storytelling. 4443-4453 - Jingfeng Zhang, Haiwen Hong, Yin Zhang, Yao Wan, Ye Liu, Yulei Sui:
Disentangled Code Representation Learning for Multiple Programming Languages. 4454-4466 - Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence C. An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas:
Exploring Self-Identified Counseling Expertise in Online Support Forums. 4467-4480 - Yan Zeng, Jian-Yun Nie:
An Investigation of Suitability of Pre-Trained Language Models for Dialogue Generation - Avoiding Discrepancies. 4481-4494 - Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei:
Learning to Sample Replacements for ELECTRA Pre-Training. 4495-4506 - Sawan Kumar, Partha P. Talukdar:
Reordering Examples Helps during Priming-based Few-Shot Learning. 4507-4518 - Ruohao Guo, Dan Roth:
Constrained Labeled Data Generation for Low-Resource Named Entity Recognition. 4519-4533 - Aparna Garimella, Akhash Amarnath, Kiran Kumar, Akash Pramod Yalla, Anandhavelu Natarajan, Niyati Chhaya, Balaji Vasan Srinivasan:
He is very intelligent, she is very beautiful? On Mitigating Social Biases in Language Modelling and Generation. 4534-4545 - Kosuke Nishida, Kyosuke Nishida, Sen Yoshida:
Task-adaptive Pre-training of Language Models with Word Embedding Regularization. 4546-4553 - Masato Mita, Hitomi Yanaka:
Do Grammatical Error Correction Models Realize Grammatical Generalization? 4554-4561 - Aparna Garimella, Laura Chiticariu, Yunyao Li:
Domain-Aware Dependency Parsing for Questions. 4562-4568 - Chang Li, Dan Goldwasser:
Using Social and Linguistic Information to Adapt Pretrained Representations for Political Perspective Identification. 4569-4579 - Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li:
Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction. 4580-4585 - Yucheng Zhou, Xiubo Geng, Tao Shen, Jian Pei, Wenqiang Zhang, Daxin Jiang:
Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning. 4586-4596 - Stephane Aroca-Ouellette, Cory Paik, Alessandro Roncone, Katharina Kann:
PROST: Physical Reasoning about Objects through Space and Time. 4597-4608 - Shun Zheng, Wei Cao, Wei Xu, Jiang Bian:
Revisiting the Evaluation of End-to-end Event Extraction. 4609-4617 - Jun-Kun Chen, Mingbo Ma, Renjie Zheng, Liang Huang:
Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR. 4618-4624 - Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md. Shad Akhtar:
HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation. 4625-4639 - Ayush Maheshwari, Oishik Chatterjee, KrishnaTeja Killamsetty, Ganesh Ramakrishnan, Rishabh K. Iyer:
Semi-Supervised Data Programming with Subset Selection. 4640-4651 - Nirav Diwan, Tanmoy Chakraborty, Zubair Shafiq:
Fingerprinting Fine-tuned Language Models in the Wild. 4652-4664 - Wei Shi, Jiewen Wu, Xiwen Yang, Nancy F. Chen, Ivan Ho Mien, Jung-Jae Kim, Pavitra Krishnaswamy:
Analyzing Code Embeddings for Coding Clinical Narratives. 4665-4672 - Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun:
Automatic Construction of Sememe Knowledge Bases via Dictionaries. 4673-4686 - Zhongni Hou, Xiaolong Jin, Zixuan Li, Long Bai:
Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning. 4687-4692 - Tahmid Hasan, Abhik Bhattacharjee, Md. Saiful Islam, Kazi Samin Mubasshir, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman, Rifat Shahriyar:
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages. 4693-4703 - Sebastin Santy, Anku Rani, Monojit Choudhury:
Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices. 4704-4710 - Jun Wang, Chang Xu, Francisco Guzmán, Ahmed El-Kishky, Benjamin I. P. Rubinstein, Trevor Cohn:
As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation. 4711-4717 - Sharon Levy, Michael Saxon, William Yang Wang:
Investigating Memorization of Conspiracy Theories in Text Generation. 4718-4729 - Yang Wu, Zijie Lin, Yanyan Zhao, Bing Qin, Li-Nan Zhu:
A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis. 4730-4738 - Ananya Ganesh, Martha Palmer, Katharina Kann:
What Would a Teacher Do? Predicting Future Talk Moves. 4739-4751 - Shen Gao, Xiuying Chen, Chang Liu, Dongyan Zhao, Rui Yan:
BioGen: Generating Biography Summary under Table Guidance on Wikipedia. 4752-4757 - Philip Arthur, Dongwon Ryu, Gholamreza Haffari:
Multilingual Simultaneous Neural Machine Translation. 4758-4766 - Jianfei Yu, Chenggong Gong, Rui Xia:
Cross-Domain Review Generation for Aspect-Based Sentiment Analysis. 4767-4777 - Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu:
On the Language Coverage Bias for Neural Machine Translation. 4778-4790 - Xiusheng Huang, Yubo Chen, Shun Wu, Jun Zhao, Yuantao Xie, Weijian Sun:
Named Entity Recognition via Noise Aware Training Mechanism with Data Filter. 4791-4803 - Yiqi Tong, Yidong Chen, Xiaodong Shi:
A Multi-Task Approach for Improving Biomedical Named Entity Recognition by Incorporating Multi-Granularity information. 4804-4813 - Zejian Liu, Fanrong Li, Gang Li, Jian Cheng:
EBERT: Efficient BERT Inference with Dynamic Structured Pruning. 4814-4823 - Kateryna Tymoshenko, Alessandro Moschitti:
Strong and Light Baseline Models for Fact-Checking Joint Inference. 4824-4830 - Peng Wang, Junyang Lin, An Yang, Chang Zhou, Yichang Zhang, Jingren Zhou, Hongxia Yang:
Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation. 4831-4843 - Shizhe Diao, Xinwei Shen, Kashun Shum, Yan Song, Tong Zhang:
TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation. 4844-4858 - Yova Kementchedjhieva, Mark Anderson, Anders Søgaard:
John praised Mary because _he_? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs. 4859-4871 - Linhao Zhang, Dehong Ma, Sujian Li, Houfeng Wang:
Do It Once: An Embarrassingly Simple Joint Matching Approach to Response Selection. 4872-4877 - Goran Glavas, Ivan Vulic:
Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection. 4878-4888 - Zhangming Chan, Lemao Liu, Juntao Li, Haisong Zhang, Dongyan Zhao, Shuming Shi, Rui Yan:
Enhancing the Open-Domain Dialogue Evaluation in Latent Space. 4889-4900 - Wietse de Vries, Martijn Bartelds, Malvina Nissim, Martijn Wieling:
Adapting Monolingual Models: Data can be Scarce when Language Similarity is High. 4901-4907 - Wenpeng Yin, Huan Wang, Jin Qu, Caiming Xiong:
BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch. 4908-4912 - Wenpeng Yin, Dragomir R. Radev, Caiming Xiong:
DocNLI: A Large-scale Dataset for Document-level Natural Language Inference. 4913-4922 - Atul Sahay, Anshul Nasery, Ayush Maheshwari, Ganesh Ramakrishnan, Rishabh K. Iyer:
Rule Augmented Unsupervised Constituency Parsing. 4923-4932 - Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodríguez Penagos, Ona De Gibert Bonet, Carme Armentano-Oller, Aitor Gonzalez-Agirre, Maite Melero, Marta Villegas:
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan. 4933-4946 - Nadir Durrani, Hassan Sajjad, Fahim Dalvi:
How transfer learning impacts linguistic knowledge in deep NLP models? 4947-4957 - Jaap Jumelet, Milica Denic, Jakub Szymanik, Dieuwke Hupkes, Shane Steinert-Threlkeld:
Language Models Use Monotonicity to Assess NPI Licensing. 4958-4969 - Hengtong Lu, Zhuoxin Han, Caixia Yuan, Xiaojie Wang, Shuyu Lei, Huixing Jiang, Wei Wu:
Slot Transferability for Cross-domain Slot Filling. 4970-4979 - Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang:
Word Graph Guided Summarization for Radiology Findings. 4980-4990 - Yixian Liu, Liwen Zhang, Xinyu Zhang, Yong Jiang, Yue Zhang, Kewei Tu:
Generalized Supervised Attention for Text Generation. 4991-5003 - Korbinian Friedl, Georgios Rizos, Lukas Stappen, Madina Hasan, Lucia Specia, Thomas Hain, Björn W. Schuller:
Uncertainty Aware Review Hallucination for Science Article Classification. 5004-5009 - Zhiyuan Wen, Jiannong Cao, Ruosong Yang, Shuaiqi Liu, Jiaxing Shen:
Automatically Select Emotion for Response via Personality-affected Emotion Transition. 5010-5020 - Shuaiqi Liu, Jiannong Cao, Ruosong Yang, Zhiyuan Wen:
Highlight-Transformer: Leveraging Key Phrase Aware Attention to Improve Abstractive Multi-Document Summarization. 5021-5027 - Takato Yamazaki, Akiko Aizawa:
Phrase-Level Action Reinforcement Learning for Neural Dialog Response Generation. 5028-5038 - Devaraja Adiga, Rishabh Kumar, Amrith Krishna, Preethi Jyothi, Ganesh Ramakrishnan, Pawan Goyal:
Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights. 5039-5050 - Dinesh Raghu, Atishya Jain, Mausam, Sachindra Joshi:
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs. 5051-5061 - Yulong Chen, Yang Liu, Liang Chen, Yue Zhang:
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset. 5062-5074 - Weinan Zhang, Yue Zhang, Hanlin Tang, Zhengyu Zhao, Caihai Zhu, Ting Liu:
What Did You Refer to? Evaluating Co-References in Dialogue. 5075-5084 - Nikolay Kolyada, Martin Potthast, Benno Stein:
Beyond Metadata: What Paper Authors Say About Corpora They Use. 5085-5090 - Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego, Frédéric Blain, Abiola Obamuyide, Nikolaos Aletras, Lucia Specia:
Knowledge Distillation for Quality Estimation. 5091-5099 - Arie Cattan, Alon Eirew, Gabriel Stanovsky, Mandar Joshi, Ido Dagan:
Cross-document Coreference Resolution over Predicted Mentions. 5100-5107 - Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp, Caiming Xiong:
Controllable Abstractive Dialogue Summarization with Sketch Supervision. 5108-5122 - Neha Srikanth, Junyi Jessy Li:
Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification. 5123-5137 - Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard H. Hovy:
Could you give me a hint ? Generating inference graphs for defeasible reasoning. 5138-5147 - Salvatore Giorgi, Lyle H. Ungar, H. Andrew Schwartz:
Characterizing Social Spambots by their Human Traits. 5148-5158
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