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ORCIDEMNLP (Findings) 2021: Virtual Event / Punta Cana, Dominican Republic
- Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih:
Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021. Association for Computational Linguistics 2021 - Frontmatter.
- Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou:
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce. 1-17 - Yiming Wang, Ximing Li, Xiaotang Zhou
, Jihong Ouyang:
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts. 18-27 - Chenyu You, Nuo Chen, Yuexian Zou:
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering. 28-39 - Kyle Shaffer:
Language Clustering for Multilingual Named Entity Recognition. 40-45 - Zhiming Mao, Xingshan Zeng, Kam-Fai Wong:
Neural News Recommendation with Collaborative News Encoding and Structural User Encoding. 46-55 - Dian Yu, Kai Sun, Dong Yu, Claire Cardie:
Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data. 56-68 - Xuanting Cai, Quanbin Ma, Jianyu Liu, Pan Li, Qi Zeng, Zhengkan Yang, Pushkar Tripathi:
A Web Scale Entity Extraction System. 69-73 - Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang:
Joint Multimedia Event Extraction from Video and Article. 74-88 - Yuechen Wang, Wengang Zhou, Houqiang Li:
Fine-grained Semantic Alignment Network for Weakly Supervised Temporal Language Grounding. 89-99 - Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding:
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation. 100-110 - Shir Gur, Natalia Neverova, Christopher Stauffer, Ser-Nam Lim, Douwe Kiela, Austin Reiter:
Cross-Modal Retrieval Augmentation for Multi-Modal Classification. 111-123 - Zhiwei Yang, Jing Ma, Hechang Chen, Yunke Zhang, Yi Chang:
HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition. 124-132 - Peiyang Liu, Xi Wang, Sen Wang, Wei Ye, Xiangyu Xi, Shikun Zhang:
Improving Embedding-based Large-scale Retrieval via Label Enhancement. 133-142 - Tao Huang, Hong Chen:
Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy. 143-152 - Alexander Yalunin, Elena Sokolova, Ilya Burenko, Alexander Ponomarchuk, Olga Puchkova, Dmitriy Umerenkov:
Generating Mammography Reports from Multi-view Mammograms with BERT. 153-162 - Wanzheng Zhu, Suma Bhat:
Euphemistic Phrase Detection by Masked Language Model. 163-168 - Ruiliu Fu, Han Wang, Xuejun Zhang, Jun Zhou, Yonghong Yan:
Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable. 169-180 - Yangming Li, Lemao Liu, Shuming Shi:
Segmenting Natural Language Sentences via Lexical Unit Analysis. 181-187 - Ye Liu, Kazuma Hashimoto, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Philip S. Yu:
Dense Hierarchical Retrieval for Open-domain Question Answering. 188-200 - Bowen Zhang, Hexiang Hu, Linlu Qiu, Peter Shaw, Fei Sha:
Visually Grounded Concept Composition. 201-215 - Yen-Ling Kuo, Boris Katz, Andrei Barbu:
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding. 216-226 - Xinyu Lu, Jipeng Qiang, Yun Li, Yunhao Yuan, Yi Zhu:
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages. 227-237 - Junjie Huang, Duyu Tang, Wanjun Zhong, Shuai Lu, Linjun Shou, Ming Gong, Daxin Jiang, Nan Duan:
WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach. 238-244 - Guy Feigenblat, R. Chulaka Gunasekara, Benjamin Sznajder, Sachindra Joshi, David Konopnicki, Ranit Aharonov:
TWEETSUMM - A Dialog Summarization Dataset for Customer Service. 245-260 - Liam Cripwell, Joël Legrand, Claire Gardent:
Discourse-Based Sentence Splitting. 261-273 - Minghan Li, Ming Li, Kun Xiong, Jimmy Lin:
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering. 274-287 - Zhijing Jin, Zeyu Peng, Tejas Vaidhya, Bernhard Schölkopf, Rada Mihalcea:
Mining the Cause of Political Decision-Making from Social Media: A Case Study of COVID-19 Policies across the US States. 288-301 - Anan Liu, Ning Xu, Haozhe Liu:
Self-Attention Graph Residual Convolutional Networks for Event Detection with dependency relations. 302-311 - Jicheng Li, Pengzhi Gao, Xuanfu Wu, Yang Feng, Zhongjun He, Hua Wu, Haifeng Wang:
Mixup Decoding for Diverse Machine Translation. 312-320 - Liying Zheng, Yue Deng, Weishun Song, Liang Xu, Jing Xiao:
An Alignment-Agnostic Model for Chinese Text Error Correction. 321-326 - Gi-Cheon Kang, Junseok Park, Hwaran Lee, Byoung-Tak Zhang, Jin-Hwa Kim:
Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer. 327-339 - Yusheng Huang, Weijia Jia:
Exploring Sentence Community for Document-Level Event Extraction. 340-351 - San Kim, Jin Yea Jang, Minyoung Jung, Saim Shin:
A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems. 352-365 - Nan Bai, Renqian Luo, Pirouz Nourian, Ana Pereira Roders:
WHOSe Heritage: Classification of UNESCO World Heritage Statements of "Outstanding Universal Value" with Soft Labels. 366-384 - Jingwen Xu, Jing Zhang, Xirui Ke, Yuxiao Dong, Hong Chen, Cuiping Li, Yongbin Liu:
P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion. 385-394 - Mike Zhang, Barbara Plank:
Cartography Active Learning. 395-406 - Akhil Kedia, Sai Chetan Chinthakindi, Wonho Ryu:
Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization. 407-420 - Daniel Khashabi, Amos Ng, Tushar Khot, Ashish Sabharwal, Hannaneh Hajishirzi, Chris Callison-Burch:
GooAQ: Open Question Answering with Diverse Answer Types. 421-433 - Javier Ferrando, Marta R. Costa-jussà:
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions. 434-443 - Zichao Li, Dheeraj Mekala, Chengyu Dong, Jingbo Shang:
BFClass: A Backdoor-free Text Classification Framework. 444-453 - Taeuk Kim, Bowen Li, Sang-goo Lee:
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models. 454-463 - Kai Wang, Yu Liu, Dan Lin, Michael Sheng:
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings. 464-474 - Lei Li, Yankai Lin, Deli Chen, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun:
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. 475-486 - Xuming Hu, Chenwei Zhang, Fukun Ma, Chenyao Liu, Lijie Wen, Philip S. Yu:
Semi-supervised Relation Extraction via Incremental Meta Self-Training. 487-496 - Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang:
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning. 497-507 - Jinfa Yang, Yongjie Shi, Xin Tong, Robin Wang, Taiyan Chen, Xianghua Ying:
Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation. 508-517 - Chulaka Gunasekara, Guy Feigenblat, Benjamin Sznajder, Ranit Aharonov, Sachindra Joshi:
Using Question Answering Rewards to Improve Abstractive Summarization. 518-526 - Feiteng Mu, Wenjie Li, Zhipeng Xie:
Effect Generation Based on Causal Reasoning. 527-533 - Yuki Arase, Tomoyuki Kajiwara:
Distilling Word Meaning in Context from Pre-trained Language Models. 534-546 - Xin Huang, Jung-Jae Kim, Bowei Zou:
Unseen Entity Handling in Complex Question Answering over Knowledge Base via Language Generation. 547-557 - Guimin Hu, Guangming Lu, Yi Zhao:
Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction. 558-568 - Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao:
Distantly Supervised Relation Extraction in Federated Settings. 569-583 - Erik Körner, Ahmad Dawar Hakimi, Gerhard Heyer, Martin Potthast:
Casting the Same Sentiment Classification Problem. 584-590 - Denis Lukovnikov, Sina Däubener, Asja Fischer:
Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing. 591-598 - Siyu Lai, Hui Huang, Dong Jing, Yufeng Chen, Jinan Xu, Jian Liu:
Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification. 599-610 - Firoj Alam, Shaden Shaar, Fahim Dalvi, Hassan Sajjad, Alex Nikolov, Hamdy Mubarak, Giovanni Da San Martino, Ahmed Abdelali, Nadir Durrani, Kareem Darwish, Abdulaziz Al-Homaid, Wajdi Zaghouani, Tommaso Caselli, Gijs Danoe, Friso Stolk, Britt Bruntink, Preslav Nakov:
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society. 611-649 - Ari Silburt, Anja Subasic, Evan Thompson, Carmeline Dsilva, Tarec Fares:
FANATIC: FAst Noise-Aware TopIc Clustering. 650-663 - Javier Iranzo-Sánchez, Jorge Civera Saiz, Alfons Juan:
Stream-level Latency Evaluation for Simultaneous Machine Translation. 664-670 - Kexin Wang, Nils Reimers, Iryna Gurevych:
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning. 671-688 - Chantal Amrhein, Rico Sennrich:
How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology? 689-705 - Ting-Yun Chang, Chi-Jen Lu:
Rethinking Why Intermediate-Task Fine-Tuning Works. 706-713 - Xisen Jin, Bill Yuchen Lin, Mohammad Rostami, Xiang Ren:
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning. 714-729 - Xinyi Wang, Yulia Tsvetkov, Sebastian Ruder, Graham Neubig:
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties. 730-737 - Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn:
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces. 738-749 - Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh:
How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding. 750-762 - Zeyu Li, Wei Cheng, Reema Kshetramade, John Houser, Haifeng Chen, Wei Wang:
Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extraction. 763-778 - Hongfei Xu, Qiuhui Liu, Josef van Genabith, Deyi Xiong:
Learning Hard Retrieval Decoder Attention for Transformers. 779-785 - Shifeng Huang, Jiawei Wang, Jiao Xu, Da Cao, Ming Yang:
Recall and Learn: A Memory-augmented Solver for Math Word Problems. 786-796 - Thi-Nhung Nguyen, Kiem-Hieu Nguyen, Young-In Song, Tuan-Dung Cao:
An Uncertainty-Aware Encoder for Aspect Detection. 797-806 - Jun Gao, Yuhan Liu, Haolin Deng, Wei Wang, Yu Cao, Jiachen Du, Ruifeng Xu:
Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations. 807-819 - Zeyu Liu, Yizhong Wang, Jungo Kasai, Hannaneh Hajishirzi, Noah A. Smith:
Probing Across Time: What Does RoBERTa Know and When? 820-842 - Haoyu Wang, Fenglong Ma, Yaqing Wang, Jing Gao:
Knowledge-Guided Paraphrase Identification. 843-853 - Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz:
R2-D2: A Modular Baseline for Open-Domain Question Answering. 854-870 - Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song:
What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability. 871-880 - Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan:
Discovering Representation Sprachbund For Multilingual Pre-Training. 881-894 - Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier:
Plan-then-Generate: Controlled Data-to-Text Generation via Planning. 895-909 - Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier:
Few-Shot Table-to-Text Generation with Prototype Memory. 910-917 - Hua Zheng, Lei Li, Damai Dai, Deli Chen, Tianyu Liu, Xu Sun, Yang Liu:
Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation. 918-923 - Jinliang Lu, Jiajun Zhang:
Exploiting Curriculum Learning in Unsupervised Neural Machine Translation. 924-934 - Nattapol Trijakwanich, Peerat Limkonchotiwat, Raheem Sarwar, Wannaphong Phatthiyaphaibun, Ekapol Chuangsuwanich, Sarana Nutanong:
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval. 935-944 - Jin Yong Yoo, Yanjun Qi:
Towards Improving Adversarial Training of NLP Models. 945-956 - Caleb Ziems, Diyi Yang:
To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence. 957-976 - Rose E. Wang, Julia White, Jesse Mu, Noah D. Goodman:
Calibrate your listeners! Robust communication-based training for pragmatic speakers. 977-984 - Zixian Huang, Ao Wu, Yulin Shen, Gong Cheng, Yuzhong Qu:
When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions. 985-994 - Kyle Gorman, Christo Kirov, Brian Roark, Richard Sproat:
Structured abbreviation expansion in context. 995-1005 - Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan:
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding. 1006-1015 - Chul Sung, Vaibhava Goel, Etienne Marcheret, Steven J. Rennie, David Nahamoo:
CNNBiF: CNN-based Bigram Features for Named Entity Recognition. 1016-1021 - Hao Zheng, Mirella Lapata:
Compositional Generalization via Semantic Tagging. 1022-1032 - Zhe Lin, Yitao Cai, Xiaojun Wan:
Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering. 1033-1044 - Xiaoyu Yang, Xiaodan Zhu:
Exploring Decomposition for Table-based Fact Verification. 1045-1052 - Sen Yang, Qingyu Zhou, Dawei Feng, Yang Liu, Chao Li, Yunbo Cao, Dongsheng Li:
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation. 1053-1066 - Xin Huang, Jiajun Zhang, Chengqing Zong:
Entity-level Cross-modal Learning Improves Multi-modal Machine Translation. 1067-1080 - Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang:
Learning to Ground Visual Objects for Visual Dialog. 1081-1091 - Jun Zhang, Yan Yang, Chencai Chen, Liang He, Zhou Yu:
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals. 1092-1101 - Haichao Zhu, Zekun Wang, Heng Zhang, Ming Liu, Sendong Zhao, Bing Qin:
Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension. 1102-1113 - Haode Zhang, Yuwei Zhang, Li-Ming Zhan, Jiaxin Chen, Guangyuan Shi, Xiao-Ming Wu, Albert Y. S. Lam:
Effectiveness of Pre-training for Few-shot Intent Classification. 1114-1120 - Mengnan Qi, Hao Liu, Yuzhuo Fu, Ting Liu:
Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment. 1121-1130 - Feifan Yang, Tao Yang, Xiaojun Quan, Qinliang Su:
Learning to Answer Psychological Questionnaire for Personality Detection. 1131-1142 - Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam:
Exploiting Reasoning Chains for Multi-hop Science Question Answering. 1143-1156 - Yeqiu Li, Bowei Zou, Zhifeng Li, Ai Ti Aw, Yu Hong, Qiaoming Zhu:
Winnowing Knowledge for Multi-choice Question Answering. 1157-1165 - Timo Spinde, Manuel Plank, Jan-David Krieger, Terry Ruas, Bela Gipp, Akiko Aizawa:
Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts. 1166-1177 - Shlomo Hoory, Amir Feder, Avichai Tendler, Sofia Erell, Alon Peled-Cohen, Itay Laish, Hootan Nakhost, Uri Stemmer, Ayelet Benjamini, Avinatan Hassidim, Yossi Matias:
Learning and Evaluating a Differentially Private Pre-trained Language Model. 1178-1189 - Biswesh Mohapatra, Gaurav Pandey, Danish Contractor, Sachindra Joshi:
Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions. 1190-1203 - Jiangnan Li, Zheng Lin, Peng Fu, Weiping Wang:
Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge. 1204-1214 - Aida Ramezani, Zining Zhu, Frank Rudzicz, Yang Xu:
An unsupervised framework for tracing textual sources of moral change. 1215-1228 - Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang:
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization. 1229-1243 - Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li:
TWT: Table with Written Text for Controlled Data-to-Text Generation. 1244-1254 - Sultan Alrowili, Vijay Shanker:
ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective. 1255-1261 - Ying Zeng, Sijie Mai, Haifeng Hu:
Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis. 1262-1274 - Zujun Dou, Yu Hong, Yu Sun, Guodong Zhou:
CVAE-based Re-anchoring for Implicit Discourse Relation Classification. 1275-1283 - Qingqing Zhu, Xiuying Chen, Pengfei Wu, Junfei Liu, Dongyan Zhao:
Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation. 1284-1295 - Yohan Lee:
Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task. 1296-1303 - Longyin Zhang, Xin Tan, Fang Kong, Guodong Zhou:
EDTC: A Corpus for Discourse-Level Topic Chain Parsing. 1304-1312 - Fahimeh Saleh, Wray L. Buntine, Gholamreza Haffari, Lan Du:
Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? 1313-1330 - Guoxin Yu, Jiwei Li, Ling Luo, Yuxian Meng, Xiang Ao, Qing He:
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension. 1331-1342 - Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Chengqi Zhang:
Generalization in Text-based Games via Hierarchical Reinforcement Learning. 1343-1353 - Yuejie Lei, Fujia Zheng, Yuanmeng Yan, Keqing He, Weiran Xu:
A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization. 1354-1364 - Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Bo Long, Shouling Ji:
Constructing contrastive samples via summarization for text classification with limited annotations. 1365-1376 - Yufang Hou:
End-to-end Neural Information Status Classification. 1377-1388 - Zixuan Zhang, Hongwei Wang, Han Zhao, Hanghang Tong, Heng Ji:
EventKE: Event-Enhanced Knowledge Graph Embedding. 1389-1400 - Shaolei Zhang, Yang Feng:
Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model. 1401-1411 - Mengzhu Sun, Xi Zhang, Jianqiang Ma, Yazheng Liu:
Inconsistency Matters: A Knowledge-guided Dual-inconsistency Network for Multi-modal Rumor Detection. 1412-1423 - Chenhe Dong, Guangrun Wang, Hang Xu, Jiefeng Peng, Xiaozhe Ren, Xiaodan Liang:
EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation. 1424-1437 - Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang, Xing Xie:
Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving. 1438-1448 - Sayan Ghosh, Shashank Srivastava:
Mapping Language to Programs using Multiple Reward Components with Inverse Reinforcement Learning. 1449-1462 - Peng Cui, Le Hu:
Topic-Guided Abstractive Multi-Document Summarization. 1463-1472 - Qinzhuo Wu, Qi Zhang, Zhongyu Wei:
An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving. 1473-1482 - Hong Chen, Hiroya Takamura, Hideki Nakayama:
SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation. 1483-1492 - Yi Feng, Ting Wang, Chuanyi Li, Vincent Ng, Jidong Ge, Bin Luo, Yucheng Hu, Xiaopeng Zhang:
Don't Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting. 1493-1503 - Nuttapong Chairatanakul, Noppayut Sriwatanasakdi, Nontawat Charoenphakdee, Xin Liu, Tsuyoshi Murata:
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph. 1504-1517 - Xinghua Zhang, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Jiawei Sheng, Mengge Xue, Hongbo Xu:
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning. 1518-1529 - Juliette Faille, Albert Gatt, Claire Gardent:
Entity-Based Semantic Adequacy for Data-to-Text Generation. 1530-1540 - Xinnuo Xu, Ondrej Dusek, Shashi Narayan, Verena Rieser, Ioannis Konstas:
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization. 1541-1552 - Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah:
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion. 1553-1568 - Ping Yu, Yang Zhao, Chunyuan Li, Changyou Chen:
Rethinking Sentiment Style Transfer. 1569-1582 - Yufei Tian, Arvind Krishna Sridhar, Nanyun Peng:
HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge. 1583-1593 - Prafulla Kumar Choubey, Ruihong Huang:
Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics. 1594-1605 - Iftitahu Ni'mah, Meng Fang, Vlado Menkovski, Mykola Pechenizkiy:
ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection. 1606-1617 - Yaqing Wang, Haoda Chu, Chao Zhang, Jing Gao:
Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework. 1618-1630 - Tuan Manh Lai, Heng Ji, ChengXiang Zhai:
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks. 1631-1639 - Gustavo Aguilar, Bryan McCann, Tong Niu, Nazneen Rajani, Nitish Shirish Keskar, Thamar Solorio:
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality. 1640-1651 - Ahmed Magooda, Diane J. Litman, Mohamed Elaraby:
Exploring Multitask Learning for Low-Resource Abstractive Summarization. 1652-1661 - Sameer Khanna:
Conical Classification For Efficient One-Class Topic Determination. 1662-1673 - Jarana Manotumruksa, Jeff Dalton, Edgar Meij, Emine Yilmaz:
Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation. 1674-1683 - Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann A. Copestake:
TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling. 1684-1690 - Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett:
Optimal Neural Program Synthesis from Multimodal Specifications. 1691-1704 - Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T. Bourgeois, Adam G. Dunn:
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations. 1705-1715 - Menglin Jia, Austin Reiter, Ser-Nam Lim, Yoav Artzi, Claire Cardie:
When in Doubt: Improving Classification Performance with Alternating Normalization. 1716-1723 - Ying Li, Meishan Zhang, Zhenghua Li, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan:
APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing. 1724-1733 - Faeze Brahman, Meng Huang, Oyvind Tafjord, Chao Zhao, Mrinmaya Sachan, Snigdha Chaturvedi:
"Let Your Characters Tell Their Story": A Dataset for Character-Centric Narrative Understanding. 1734-1752 - Humair Raj Khan, Deepak Gupta, Asif Ekbal:
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation. 1753-1767 - Yunlong Liang, Fandong Meng, Jinchao Zhang, Yufeng Chen, Jinan Xu, Jie Zhou:
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis. 1768-1780 - Jiyeon Ham, Eun-Sol Kim:
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding. 1781-1791 - Diptanu Sarkar, Marcos Zampieri, Tharindu Ranasinghe, Alexander G. Ororbia II:
fBERT: A Neural Transformer for Identifying Offensive Content. 1792-1798 - Yang Zhong, Jingfeng Yang, Wei Xu, Diyi Yang:
WIKIBIAS: Detecting Multi-Span Subjective Biases in Language. 1799-1814 - Zhi Li, Yuchen Zhai, Chengyu Wang, Minghui Qiu, Kailiang Li, Yin Zhang:
UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings. 1815-1828 - Yu Gai, Paras Jain, Wendi Zhang, Joseph Gonzalez, Dawn Song, Ion Stoica:
Grounded Graph Decoding improves Compositional Generalization in Question Answering. 1829-1838 - Duo Zheng, Zipeng Xu, Fandong Meng, Xiaojie Wang, Jiaan Wang, Jie Zhou:
Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser. 1839-1851 - Yu Feng, Jing Zhang, Gaole He, Wayne Xin Zhao, Lemao Liu, Quan Liu, Cuiping Li, Hong Chen:
A Pretraining Numerical Reasoning Model for Ordinal Constrained Question Answering on Knowledge Base. 1852-1861 - Jing Zhao, Junwei Bao, Yifan Wang, Yongwei Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou:
RoR: Read-over-Read for Long Document Machine Reading Comprehension. 1862-1872 - Akshat Shrivastava, Pierce Chuang, Arun Babu, Shrey Desai, Abhinav Arora, Alexander Zotov, Ahmed Aly:
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing. 1873-1886 - Jia Chen, Yike Wu, Shiwan Zhao, Qin Jin:
Language Resource Efficient Learning for Captioning. 1887-1895 - Ruixuan Luo, Yi Zhang, Sishuo Chen, Xu Sun:
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks. 1896-1906 - Yuta Koreeda, Christopher D. Manning:
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts. 1907-1919 - Masato Umakoshi, Yugo Murawaki, Sadao Kurohashi:
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning. 1920-1934 - Bayu Distiawan Trisedya, Xiaojie Wang, Jianzhong Qi, Rui Zhang, Qingjun Cui:
Grouped-Attention for Content-Selection and Content-Plan Generation. 1935-1944 - Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Xianchao Zhang:
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling. 1945-1955 - Xin Lu, Yijian Tian, Yanyan Zhao, Bing Qin:
Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots. 1956-1969 - Rongzhou Bao, Zhuosheng Zhang, Hai Zhao:
Span Fine-tuning for Pre-trained Language Models. 1970-1979 - Junya Takayama, Tomoyuki Kajiwara, Yuki Arase:
DIRECT: Direct and Indirect Responses in Conversational Text Corpus. 1980-1989 - Zhan Shi, Hui Liu, Martin Renqiang Min, Christopher Malon, Li Erran Li, Xiaodan Zhu:
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning. 1990-2000 - Adaku Uchendu, Zeyu Ma, Thai Le, Rui Zhang, Dongwon Lee:
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation. 2001-2016 - Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Hassan Awadallah, Paul N. Bennett, Weisheng Li:
Say 'YES' to Positivity: Detecting Toxic Language in Workplace Communications. 2017-2029 - Yujian Gan, Xinyun Chen, Jinxia Xie, Matthew Purver, John R. Woodward, John H. Drake, Qiaofu Zhang:
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications. 2030-2042 - Ahmed Magooda, Diane J. Litman:
Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization. 2043-2052 - Yiyang Li, Hai Zhao:
Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension. 2053-2063 - Soham Dan, Osbert Bastani, Dan Roth:
Few-Shot Novel Concept Learning for Semantic Parsing. 2064-2075 - Soham Dan, Xinran Han, Dan Roth:
Compositional Data and Task Augmentation for Instruction Following. 2076-2081 - Yiran Chen, Pengfei Liu, Xipeng Qiu:
Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization. 2082-2095 - Soham Dan, Dan Roth:
On the Effects of Transformer Size on In- and Out-of-Domain Calibration. 2096-2101 - Zihao He, Negar Mokhberian, António Câmara, Andrés Abeliuk, Kristina Lerman:
Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings. 2102-2118 - Jiarun Cao, Sophia Ananiadou:
GenerativeRE: Incorporating a Novel Copy Mechanism and Pretrained Model for Joint Entity and Relation Extraction. 2119-2126 - Lingzhi Wang, Xingshan Zeng, Huang Hu, Kam-Fai Wong, Daxin Jiang:
Re-entry Prediction for Online Conversations via Self-Supervised Learning. 2127-2137 - Keisuke Sakaguchi, Chandra Bhagavatula, Ronan Le Bras, Niket Tandon, Peter Clark, Yejin Choi:
proScript: Partially Ordered Scripts Generation. 2138-2149 - Zihao He, Leili Tavabi, Kristina Lerman, Mohammad Soleymani:
Speaker Turn Modeling for Dialogue Act Classification. 2150-2157 - Boda Lin, Mingzheng Li, Si Li, Yong Luo:
Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing. 2158-2167 - Hwiyeol Jo, Jaeseo Lim, Byoung-Tak Zhang:
Devil's Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification. 2168-2174 - Wanyu Du, Yangfeng Ji:
SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks. 2175-2194 - Wei-Tsung Kao, Hung-yi Lee:
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability. 2195-2208 - Xiao Liu, Juan Hu, Qi Shen, Huan Chen:
Geo-BERT Pre-training Model for Query Rewriting in POI Search. 2209-2214 - Shuxian Bi, Chaozhuo Li, Xiao Han, Zheng Liu, Xing Xie, Haizhen Huang, Zengxuan Wen:
Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search. 2215-2224 - Kang Min Yoo, Dongju Park, Jaewook Kang, Sang-Woo Lee, Woo-Myoung Park:
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation. 2225-2239 - Weiran Pan, Wei Wei, Xian-Ling Mao:
Context-aware Entity Typing in Knowledge Graphs. 2240-2250 - Dian Yu, Zhou Yu, Kenji Sagae:
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models. 2251-2268 - Jianhao Shen, Yichun Yin, Lin Li, Lifeng Shang, Xin Jiang, Ming Zhang, Qun Liu:
Generate & Rank: A Multi-task Framework for Math Word Problems. 2269-2279 - Junjie Wang, Yatai Ji, Jiaqi Sun, Yujiu Yang, Tetsuya Sakai:
MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering. 2280-2292 - Rocco Tripodi, Simone Conia, Roberto Navigli:
UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling. 2293-2305 - Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao:
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval. 2306-2315 - Mohsen Mesgar, Leonardo F. R. Ribeiro, Iryna Gurevych:
A Neural Graph-based Local Coherence Model. 2316-2321 - Nicole Peinelt, Marek Rei, Maria Liakata:
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method. 2322-2336 - Jonas Rieger, Carsten Jentsch, Jörg Rahnenführer:
RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data. 2337-2347 - Jiawei Wang, Hai Zhao, Yinggong Zhao, Libin Shen:
What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension. 2348-2359 - Zijing Ou, Qinliang Su, Jianxing Yu, Ruihui Zhao, Yefeng Zheng, Bang Liu:
Refining BERT Embeddings for Document Hashing via Mutual Information Maximization. 2360-2369 - Pere-Lluís Huguet Cabot, Roberto Navigli:
REBEL: Relation Extraction By End-to-end Language generation. 2370-2381 - Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze:
Wine is not v i n. On the Compatibility of Tokenizations across Languages. 2382-2399 - Paul Röttger, Janet B. Pierrehumbert:
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media. 2400-2412 - Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski:
Skim-Attention: Learning to Focus via Document Layout. 2413-2427 - Tassilo Klein, Moin Nabi:
Attention-based Contrastive Learning for Winograd Schemas. 2428-2434 - Lulu Zhao, Weihao Zeng, Weiran Xu, Jun Guo:
Give the Truth: Incorporate Semantic Slot into Abstractive Dialogue Summarization. 2435-2446 - Johannes Welbl, Amelia Glaese, Jonathan Uesato, Sumanth Dathathri, John Mellor, Lisa Anne Hendricks, Kirsty Anderson, Pushmeet Kohli, Ben Coppin, Po-Sen Huang:
Challenges in Detoxifying Language Models. 2447-2469 - Shahar Levy, Koren Lazar, Gabriel Stanovsky:
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation. 2470-2480 - Mingliang Zhang, Fandong Meng, Yunhai Tong, Jie Zhou:
Competence-based Curriculum Learning for Multilingual Machine Translation. 2481-2493 - Giulio Zhou, Gerasimos Lampouras:
Informed Sampling for Diversity in Concept-to-Text NLG. 2494-2509 - Fuxiang Chen, Mijung Kim, Jaegul Choo:
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations. 2510-2520 - Simone Tedeschi, Valentino Maiorca, Niccolò Campolungo, Francesco Cecconi, Roberto Navigli:
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER. 2521-2533 - Gustavo Zomer, Ana Frankenberg-Garcia:
Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models. 2534-2540 - Adam Haber, Zeev Waks:
Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviews. 2541-2553 - Meriem Beloucif, Chris Biemann:
Probing Pre-trained Language Models for Semantic Attributes and their Values. 2554-2559 - Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez:
Uncovering the Limits of Text-based Emotion Detection. 2560-2583 - Simone Tedeschi, Simone Conia, Francesco Cecconi, Roberto Navigli:
Named Entity Recognition for Entity Linking: What Works and What's Next. 2584-2596 - Hanyu Duan, Yi Yang, Kar Yan Tam:
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph. 2597-2602 - Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang:
Weakly Supervised Semantic Parsing by Learning from Mistakes. 2603-2617 - Chenxiao Liu, Xiaojun Wan:
CodeQA: A Question Answering Dataset for Source Code Comprehension. 2618-2632 - Giorgos Vernikos, Andrei Popescu-Belis:
Subword Mapping and Anchoring across Languages. 2633-2647 - Avi Caciularu, Arman Cohan, Iz Beltagy, Matthew E. Peters, Arie Cattan, Ido Dagan:
CDLM: Cross-Document Language Modeling. 2648-2662 - Janosch Haber, Massimo Poesio:
Patterns of Polysemy and Homonymy in Contextualised Language Models. 2663-2676 - Simin Rao, Hua Zheng, Sujian Li:
Cross-Lingual Leveled Reading Based on Language-Invariant Features. 2677-2682 - Wei-Fan Chen, Khalid Al Khatib, Benno Stein, Henning Wachsmuth:
Controlled Neural Sentence-Level Reframing of News Articles. 2683-2693 - Yuzhao Mao, Guang Liu, Xiaojie Wang, Weiguo Gao, Xuan Li:
DialogueTRM: Exploring Multi-Modal Emotional Dynamics in a Conversation. 2694-2704 - Vivek Kumar, Rishabh Maheshwary, Vikram Pudi:
Adversarial Examples for Evaluating Math Word Problem Solvers. 2705-2712 - Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari:
Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text. 2713-2718 - Md. Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang:
Retrieval Augmented Code Generation and Summarization. 2719-2734 - Zewei Sun, Mingxuan Wang, Lei Li:
Multilingual Translation via Grafting Pre-trained Language Models. 2735-2747 - Akbar Karimi, Leonardo Rossi, Andrea Prati:
AEDA: An Easier Data Augmentation Technique for Text Classification. 2748-2754 - Judicael Poumay, Ashwin Ittoo:
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. 2755-2764 - Guolin Zheng, Yubei Xiao, Ke Gong, Pan Zhou, Xiaodan Liang, Liang Lin:
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition. 2765-2777 - Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam:
Multilingual AMR Parsing with Noisy Knowledge Distillation. 2778-2789 - Mohammad Javad Hosseini, Shay B. Cohen, Mark Johnson, Mark Steedman:
Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs. 2790-2802 - Anna Effenberger, Rhia Singh, Eva Yan, Alane Suhr, Yoav Artzi:
Analysis of Language Change in Collaborative Instruction Following. 2803-2811 - Yaoming Zhu, Jiangtao Feng, Chengqi Zhao, Mingxuan Wang, Lei Li:
Counter-Interference Adapter for Multilingual Machine Translation. 2812-2823 - Farhad Nooralahzadeh, Nicolas Perez Gonzalez, Thomas Frauenfelder, Koji Fujimoto, Michael Krauthammer:
Progressive Transformer-Based Generation of Radiology Reports. 2824-2832 - Patricia Chiril, Farah Benamara, Véronique Moriceau:
"Be nice to your wife! The restaurants are closed": Can Gender Stereotype Detection Improve Sexism Classification? 2833-2844 - Alina Maria Cristea, Liviu P. Dinu, Simona Georgescu, Mihnea-Lucian Mihai, Ana Sabina Uban:
Automatic Discrimination between Inherited and Borrowed Latin Words in Romance Languages. 2845-2855 - Ruiqi Zhong, Kristy Lee, Zheng Zhang, Dan Klein:
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections. 2856-2878 - Yunhe Xie, Kailai Yang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji:
Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations. 2879-2889 - Ariadna Quattoni, Xavier Carreras:
Minimizing Annotation Effort via Max-Volume Spectral Sampling. 2890-2899 - Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu:
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation. 2900-2907 - Kaiyu Huang, Hao Yu, Junpeng Liu, Wei Liu, Jingxiang Cao, Degen Huang:
Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation. 2908-2917 - Haonan Li, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan:
KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning. 2918-2928 - Daniela Trotta, Raffaele Guarasci, Elisa Leonardelli, Sara Tonelli:
Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus. 2929-2940 - Zhe Pan, Peng Wang:
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction. 2941-2948 - Yang Sun, Nan Yu, Guohong Fu:
A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation. 2949-2958 - Matthew Matero, Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz:
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection. 2959-2966 - Vivek Kulkarni, Shubhanshu Mishra, Aria Haghighi:
LMSOC: An Approach for Socially Sensitive Pretraining. 2967-2975 - Chen Zhang, Yuxuan Lai, Yansong Feng, Dongyan Zhao:
Extract, Integrate, Compete: Towards Verification Style Reading Comprehension. 2976-2986 - Ryszard Tuora, Adam Przepiórkowski, Aleksander Leczkowski:
Comparing learnability of two dependency schemes: 'semantic' (UD) and 'syntactic' (SUD). 2987-2996 - Yefei Teng, Wenhan Chao:
Argumentation-Driven Evidence Association in Criminal Cases. 2997-3001 - Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang:
Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction. 3002-3012 - Yonatan Bitton, Michael Elhadad, Gabriel Stanovsky, Roy Schwartz:
Data Efficient Masked Language Modeling for Vision and Language. 3013-3028 - Weijia Xu, Yuwei Yin, Shuming Ma, Dongdong Zhang, Haoyang Huang:
Improving Multilingual Neural Machine Translation with Auxiliary Source Languages. 3029-3041 - Sara Rajaee, Mohammad Taher Pilehvar:
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy. 3042-3049 - Changrong Min, Yonghe Chu, Liang Yang, Bo Xu, Hongfei Lin:
Locality Preserving Sentence Encoding. 3050-3060 - Bo Ouyang, Wenbing Huang, Runfa Chen, Zhixing Tan, Yang Liu, Maosong Sun, Jihong Zhu:
Knowledge Representation Learning with Contrastive Completion Coding. 3061-3073 - Yohan Jo, Haneul Yoo, JinYeong Bak, Alice Oh, Chris Reed, Eduard H. Hovy:
Knowledge-Enhanced Evidence Retrieval for Counterargument Generation. 3074-3094 - Kuntal Kumar Pal, Chitta Baral:
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model. 3095-3101 - Hwiyeol Jo, Dongyeop Kang, Andrew Head, Marti A. Hearst:
Modeling Mathematical Notation Semantics in Academic Papers. 3102-3115 - Saad Hassan, Matt Huenerfauth, Cecilia Ovesdotter Alm:
Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens. 3116-3123 - Lei Shen, Jinchao Zhang, Jiao Ou, Xiaofang Zhao, Jie Zhou:
Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation. 3124-3134 - Wentao Ding, Jianhao Chen, Jinmao Li, Yuzhong Qu:
Automatic rule generation for time expression normalization. 3135-3144 - Peng Lu, Abbas Ghaddar, Ahmad Rashid, Mehdi Rezagholizadeh, Ali Ghodsi, Philippe Langlais:
RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation. 3145-3152 - Zhenhao Li, Marek Rei, Lucia Specia:
Visual Cues and Error Correction for Translation Robustness. 3153-3168 - Shane Storks, Joyce Chai:
Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers. 3169-3177 - Kundan Krishna, Jeffrey P. Bigham, Zachary C. Lipton:
Does Pretraining for Summarization Require Knowledge Transfer? 3178-3189 - Julia Kreutzer, David Vilar, Artem Sokolov:
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits. 3190-3204 - Prasanna Parthasarathi, Koustuv Sinha, Joelle Pineau, Adina Williams:
Sometimes We Want Ungrammatical Translations. 3205-3227 - Xingyao Wang, David Jurgens:
An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog. 3228-3257 - Ting-Yao Hsu, C. Lee Giles, Ting-Hao Kenneth Huang:
SciCap: Generating Captions for Scientific Figures. 3258-3264 - Khondoker Ittehadul Islam, Sudipta Kar, Md Saiful Islam, Mohammad Ruhul Amin:
SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts. 3265-3271 - Massimo Nicosia, Zhongdi Qu, Yasemin Altun:
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data. 3272-3284 - Chuhan Wu, Fangzhao Wu, Yang Yu, Tao Qi, Yongfeng Huang, Qi Liu:
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application. 3285-3295 - Fahim Faisal, Sharlina Keshava, Md Mahfuz Ibn Alam, Antonios Anastasopoulos:
SD-QA: Spoken Dialectal Question Answering for the Real World. 3296-3315 - Orevaoghene Ahia, Julia Kreutzer, Sara Hooker:
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation. 3316-3333 - Kelvin Lo, Yuan Jin, Weicong Tan, Ming Liu, Lan Du, Wray L. Buntine:
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence. 3334-3340 - Seyed Ali Bahrainian, Martin Jaggi, Carsten Eickhoff:
Self-Supervised Neural Topic Modeling. 3341-3350 - Evan Jaffe, Byung-Doh Oh, William Schuler:
Coreference-aware Surprisal Predicts Brain Response. 3351-3356 - Beomsu Kim, Seokjun Seo, Seungju Han, Enkhbayar Erdenee, Buru Chang:
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation. 3357-3373 - Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability. 3374-3385 - Chan Young Park, Julia Mendelsohn, Karthik Radhakrishnan, Kinjal Jain, Tushar Kanakagiri, David Jurgens, Yulia Tsvetkov:
Detecting Community Sensitive Norm Violations in Online Conversations. 3386-3397 - Hooman Sedghamiz, Shivam Raval, Enrico Santus, Tuka Alhanai, Mohammad M. Ghassemi:
SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations. 3398-3403 - Rasmus Kær Jørgensen, Mareike Hartmann, Xiang Dai, Desmond Elliott:
mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model. 3404-3418 - Mert Inan, Piyush Sharma, Baber Khalid, Radu Soricut, Matthew Stone, Malihe Alikhani:
COSMic: A Coherence-Aware Generation Metric for Image Descriptions. 3419-3430 - Ziniu Hu, Yizhou Sun, Kai-Wei Chang:
Relation-Guided Pre-Training for Open-Domain Question Answering. 3431-3448 - Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge:
MURAL: Multimodal, Multitask Representations Across Languages. 3449-3463 - Harish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton, Aline Villavicencio:
AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models. 3464-3477 - Weiyan Shi, Yu Li, Saurav Sahay, Zhou Yu:
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration. 3478-3492 - Liviu P. Dinu, Ioan-Bogdan Iordache, Ana Sabina Uban, Marcos Zampieri:
A Computational Exploration of Pejorative Language in Social Media. 3493-3498 - Mourad Sarrouti, Asma Ben Abacha, Yassine Mrabet, Dina Demner-Fushman:
Evidence-based Fact-Checking of Health-related Claims. 3499-3512 - Yichen Jiang, Mohit Bansal:
Learning and Analyzing Generation Order for Undirected Sequence Models. 3513-3523 - Thomas Zenkel, Joern Wuebker, John DeNero:
Automatic Bilingual Markup Transfer. 3524-3533 - Shivam Raval, Hooman Sedghamiz, Enrico Santus, Tuka Alhanai, Mohammad M. Ghassemi, Emmanuele Chersoni:
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media. 3534-3546 - Giangiacomo Mercatali, André Freitas:
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders. 3547-3556 - Woojeong Jin, Maziar Sanjabi, Shaoliang Nie, Liang Tan, Xiang Ren, Hamed Firooz:
MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding. 3557-3569 - Martin Popel, Zdenek Zabokrtský, Anna Nedoluzhko, Michal Novák, Daniel Zeman:
Do UD Trees Match Mention Spans in Coreference Annotations? 3570-3576 - Sneha Kudugunta, Yanping Huang, Ankur Bapna, Maxim Krikun, Dmitry Lepikhin, Minh-Thang Luong, Orhan Firat:
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference. 3577-3599 - Jieren Deng, Yijue Wang, Ji Li, Chenghong Wang, Chao Shang, Hang Liu, Sanguthevar Rajasekaran, Caiwen Ding:
TAG: Gradient Attack on Transformer-based Language Models. 3600-3610 - Marcel Robeer, Floris Bex, Ad Feelders:
Generating Realistic Natural Language Counterfactuals. 3611-3625 - Anup Anand Deshmukh, Qianqiu Zhang, Ming Li, Jimmy Lin, Lili Mou:
Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach. 3626-3634 - Charlotte Caucheteux, Alexandre Gramfort, Jean-Remi King:
Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects. 3635-3644 - Ayan Sengupta, Amit Kumar, Sourabh Kumar Bhattacharjee, Suman Roy:
Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling. 3645-3657 - Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Tuo Zhao:
Token-wise Curriculum Learning for Neural Machine Translation. 3658-3670 - Hitarth Narvala, Graham McDonald, Iadh Ounis:
RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification. 3671-3681 - Jad Kabbara, Jackie Chi Kit Cheung:
Post-Editing Extractive Summaries by Definiteness Prediction. 3682-3692 - Longxiang Zhang, Renato Negrinho, Arindam Ghosh, Vasudevan Jagannathan, Hamid Reza Hassanzadeh, Thomas Schaaf, Matthew R. Gormley:
Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations. 3693-3712 - Mahshid Hosseini, Cornelia Caragea:
Distilling Knowledge for Empathy Detection. 3713-3724 - Denis Peskov, Viktor Hangya, Jordan L. Boyd-Graber, Alexander Fraser:
Adapting Entities across Languages and Cultures. 3725-3750 - Lei Shu, Yassine Benajiba, Saab Mansour, Yi Zhang:
ODIST: Open World Classification via Distributionally Shifted Instances. 3751-3756 - Raeed Al-Sabri, Jianliang Gao:
LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization. 3757-3764 - Yuntian Deng, Alexander M. Rush:
Sequence-to-Lattice Models for Fast Translation. 3765-3772 - Justin Payan, Yuval Merhav, He Xie, Satyapriya Krishna, Anil Ramakrishna, Mukund Sridhar, Rahul Gupta:
Towards Realistic Single-Task Continuous Learning Research for NER. 3773-3783 - Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston:
Retrieval Augmentation Reduces Hallucination in Conversation. 3784-3803 - Daphna Keidar, Mian Zhong, Ce Zhang, Yash Raj Shrestha, Bibek Paudel:
Towards Automatic Bias Detection in Knowledge Graphs. 3804-3811 - Tim Vieira, Ryan Cotterell, Jason Eisner:
Searching for More Efficient Dynamic Programs. 3812-3830 - Peyman Passban, Puneeth S. M. Saladi, Qun Liu:
Revisiting Robust Neural Machine Translation: A Transformer Case Study. 3831-3840 - Jifan Chen, Eunsol Choi, Greg Durrett:
Can NLI Models Verify QA Systems' Predictions? 3841-3854 - Qiuhao Lu, Dejing Dou, Thien Huu Nguyen:
Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models. 3855-3865 - Tenghao Huang, Faeze Brahman, Vered Shwartz, Snigdha Chaturvedi:
Uncovering Implicit Gender Bias in Narratives through Commonsense Inference. 3866-3873 - Peng Xu, Xinchi Chen, Xiaofei Ma, Zhiheng Huang, Bing Xiang:
Contrastive Document Representation Learning with Graph Attention Networks. 3874-3884 - Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan:
Convex Aggregation for Opinion Summarization. 3885-3903 - Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour:
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings. 3904-3919 - Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei, André F. T. Martins:
Uncertainty-Aware Machine Translation Evaluation. 3920-3938 - Gabriele Picco, Thanh Lam Hoang, Marco Luca Sbodio, Vanessa López:
Neural Unification for Logic Reasoning over Natural Language. 3939-3950 - Yigeng Zhang, Mahsa Shafaei, Fabio A. González, Thamar Solorio:
From None to Severe: Predicting Severity in Movie Scripts. 3951-3956 - Iker García-Ferrero, Rodrigo Agerri, German Rigau:
Benchmarking Meta-embeddings: What Works and What Does Not. 3957-3972 - Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer:
A Plug-and-Play Method for Controlled Text Generation. 3973-3997 - Julie Kallini, Christiane Fellbaum:
A Corpus-based Syntactic Analysis of Two-termed Unlike Coordination. 3998-4008 - An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu:
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation. 4009-4015 - Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu:
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions. 4016-4024 - Fei Wang, Kexuan Sun, Jay Pujara, Pedro A. Szekely, Muhao Chen:
Table-based Fact Verification With Salience-aware Learning. 4025-4036 - Isidora Chara Tourni, Lei Guo, Taufiq Husada Daryanto, Fabian Zhafransyah, Edward Edberg Halim, Mona Jalal, Boqi Chen, Sha Lai, Hengchang Hu, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage. 4037-4050 - Sarthak Khanal, Doina Caragea:
Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event. 4051-4056 - Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw:
Graph-Based Decoding for Task Oriented Semantic Parsing. 4057-4065 - Jesse Dodge, Suchin Gururangan, Dallas Card, Roy Schwartz, Noah A. Smith:
Expected Validation Performance and Estimation of a Random Variable's Maximum. 4066-4073 - Hoang Van, Zheng Tang, Mihai Surdeanu:
How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks. 4074-4080 - Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo:
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers. 4081-4090 - Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan:
Leveraging Information Bottleneck for Scientific Document Summarization. 4091-4098 - Davis Yoshida, Kevin Gimpel:
Reconsidering the Past: Optimizing Hidden States in Language Models. 4099-4105 - Wenting Zhao, Ye Liu, Yao Wan, Philip S. Yu:
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots. 4106-4117 - Simiao Zuo, Chen Liang, Haoming Jiang, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao:
ARCH: Efficient Adversarial Regularized Training with Caching. 4118-4131 - Pei Zhou, Pegah Jandaghi, Hyundong Cho, Bill Yuchen Lin, Jay Pujara, Xiang Ren:
Probing Commonsense Explanation in Dialogue Response Generation. 4132-4146 - Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim:
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset. 4147-4161 - Akshatha Arodi, Jackie Chi Kit Cheung:
Textual Time Travel: A Temporally Informed Approach to Theory of Mind. 4162-4172 - Zexue He, Bodhisattwa Prasad Majumder, Julian J. McAuley:
Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding. 4173-4181 - Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng:
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. 4182-4194 - Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng:
Want To Reduce Labeling Cost? GPT-3 Can Help. 4195-4205 - Saketh Kotamraju, Eduardo Blanco:
Written Justifications are Key to Aggregate Crowdsourced Forecasts. 4206-4216 - Allen Kim, Charuta Pethe, Naoya Inoue, Steven Skiena:
Cleaning Dirty Books: Post-OCR Processing for Previously Scanned Texts. 4217-4226 - Ye Lin, Yanyang Li, Tong Xiao, Jingbo Zhu:
Bag of Tricks for Optimizing Transformer Efficiency. 4227-4233 - Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen:
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation. 4234-4241 - Malik H. Altakrori, Jackie Chi Kit Cheung, Benjamin C. M. Fung:
The Topic Confusion Task: A Novel Evaluation Scenario for Authorship Attribution. 4242-4256 - Andrew Lee, Jonathan K. Kummerfeld, Larry An, Rada Mihalcea:
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health. 4257-4272 - Jaromír Savelka, Kevin D. Ashley:
Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models. 4273-4283 - Xu Wang, Hainan Zhang, Shuai Zhao, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Bo Cheng, Yanyan Lan:
FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning. 4284-4293 - Vivek Krishnamurthy, Thuy Vu, Alessandro Moschitti:
Reference-based Weak Supervision for Answer Sentence Selection using Web Data. 4294-4299 - Dingcheng Li, Hongliang Fei, Shaogang Ren, Ping Li:
A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation. 4300-4310 - Yang Song, Xin Cai Ong, Hwee Tou Ng, Qian Lin:
Improved Word Sense Disambiguation with Enhanced Sense Representations. 4311-4320 - Weizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, Weihua Luo:
Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables. 4321-4327 - Yichong Leng, Xu Tan, Rui Wang, Linchen Zhu, Jin Xu, Wenjie Liu, Linquan Liu, Xiang-Yang Li, Tao Qin, Edward Lin, Tie-Yan Liu:
FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition. 4328-4337 - Chenxu Lv, Hengtong Lu, Shuyu Lei, Huixing Jiang, Wei Wu, Caixia Yuan, Xiaojie Wang:
Task-Oriented Clustering for Dialogues. 4338-4347 - Chang Xu, Jun Wang, Francisco Guzmán, Benjamin I. P. Rubinstein, Trevor Cohn:
Mitigating Data Poisoning in Text Classification with Differential Privacy. 4348-4356 - Tian Yun, Chen Sun, Ellie Pavlick:
Does Vision-and-Language Pretraining Improve Lexical Grounding? 4357-4366 - Lifeng Jin, Byung-Doh Oh, William Schuler:
Character-based PCFG Induction for Modeling the Syntactic Acquisition of Morphologically Rich Languages. 4367-4378 - Jong-Ryul Lee, Yong-Ju Lee, Yong-Hyuk Moon:
Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring. 4379-4388 - Parul Chopra, Sai Krishna Rallabandi, Alan W. Black, Khyathi Raghavi Chandu:
Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switching. 4389-4397 - Xiaochuang Han, Yulia Tsvetkov:
Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates. 4398-4409 - Dhanasekar Sundararaman, Henry Tsai, Kuang-Huei Lee, Iulia Turc, Lawrence Carin:
Learning Task Sampling Policy for Multitask Learning. 4410-4415 - Parsa Bagherzadeh, Sabine Bergler:
Competing Independent Modules for Knowledge Integration and Optimization. 4416-4425 - Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir R. Radev:
An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. 4426-4433 - Dong-Ho Lee, Zhiqiang Hu, Roy Ka-Wei Lee:
Improving Text Auto-Completion with Next Phrase Prediction. 4434-4438 - Shraman Pramanick, Shivam Sharma, Dimitar Dimitrov, Md. Shad Akhtar, Preslav Nakov, Tanmoy Chakraborty:
MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets. 4439-4455 - Kezhen Chen, Qiuyuan Huang, Daniel McDuff, Xiang Gao, Hamid Palangi, Jianfeng Wang, Kenneth D. Forbus, Jianfeng Gao:
NICE: Neural Image Commenting with Empathy. 4456-4472 - Xuye Liu, Dakuo Wang, April Yi Wang, Yufang Hou, Lingfei Wu:
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks. 4473-4485 - Naomi Tachikawa Shapiro, Amandalynne Paullada, Shane Steinert-Threlkeld:
A multilabel approach to morphosyntactic probing. 4486-4524 - Kouta Nakayama, Shuhei Kurita, Akio Kobayashi, Yukino Baba, Satoshi Sekine:
Co-Teaching Student-Model through Submission Results of Shared Task. 4525-4535 - Lei He, Suncong Zheng, Tao Yang, Feng Zhang:
KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships. 4536-4542 - Elior Sulem, Jamaal Hay, Dan Roth:
Do We Know What We Don't Know? Studying Unanswerable Questions beyond SQuAD 2.0. 4543-4548 - Boer Lyu, Lu Chen, Kai Yu:
Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction. 4549-4555 - Parsa Farinneya, Mohammad Mahdi Abdollah Pour, Sardar Hamidian, Mona T. Diab:
Active Learning for Rumor Identification on Social Media. 4556-4565 - Maya Varma, Laurel J. Orr, Sen Wu, Megan Leszczynski, Xiao Ling, Christopher Ré:
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text. 4566-4575 - Joonghyuk Hahn, Hyunjoon Cheon, Kyuyeol Han, Cheongjae Lee, Junseok Kim, Yo-Sub Han:
Self-Training using Rules of Grammar for Few-Shot NLU. 4576-4581 - Wenxuan Zhang, Yang Deng, Xin Li, Lidong Bing, Wai Lam:
Aspect-based Sentiment Analysis in Question Answering Forums. 4582-4591 - Misha Khalman, Yao Zhao, Mohammad Saleh:
ForumSum: A Multi-Speaker Conversation Summarization Dataset. 4592-4599 - Abhilash Nandy, Soumya Sharma, Shubham Maddhashiya, Kapil Sachdeva, Pawan Goyal, Niloy Ganguly:
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework. 4600-4609 - Michal Pogoda, Tomasz Walkowiak:
Comprehensive Punctuation Restoration for English and Polish. 4610-4619 - Fuwei Cui, Hui Di, Hongjie Ren, Kazushige Ouchi, Ze Liu, Jinan Xu:
Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation. 4620-4630 - Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung:
QACE: Asking Questions to Evaluate an Image Caption. 4631-4638 - Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong:
Secoco: Self-Correcting Encoding for Neural Machine Translation. 4639-4644 - Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, Guilin Qi, Lu Pan, Yinlin Jiang:
Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model. 4645-4654 - Jisun An, Haewoon Kwak, Claire Seungeun Lee, Bogang Jun, Yong-Yeol Ahn:
Predicting Anti-Asian Hateful Users on Twitter during COVID-19. 4655-4666 - Satoshi Akasaki, Naoki Yoshinaga, Masashi Toyoda:
Fine-grained Typing of Emerging Entities in Microblogs. 4667-4679 - Zhenwen Liang, Xiangliang Zhang:
Data-Efficient Language Shaped Few-shot Image Classification. 4680-4686 - Ke Wang, Yangbin Shi, Jiayi Wang, Yuqi Zhang, Yu Zhao, Xiaolin Zheng:
Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation. 4687-4698 - Tomer Wullach, Amir Adler, Einat Minkov:
Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech. 4699-4705 - Stalin Varanasi, Saadullah Amin, Guenter Neumann:
AutoEQA: Auto-Encoding Questions for Extractive Question Answering. 4706-4712 - Linhai Zhang, Deyu Zhou, Chao Lin, Yulan He:
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation. 4713-4719 - Hossein Amirkhani, Mohammad Taher Pilehvar:
Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques. 4720-4728 - Qingrong Xia, Zhenghua Li, Rui Wang, Min Zhang:
Stacked AMR Parsing with Silver Data. 4729-4738 - Shoetsu Sato, Naoki Yoshinaga, Masashi Toyoda, Masaru Kitsuregawa:
Speculative Sampling in Variational Autoencoders for Dialogue Response Generation. 4739-4745 - Joan Plepi, Lucie Flek:
Perceived and Intended Sarcasm Detection with Graph Attention Networks. 4746-4753 - Haoran Yang, Wai Lam, Piji Li:
Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation. 4754-4761 - Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen:
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. 4762-4781 - Anne Lauscher, Tobias Lüken, Goran Glavas:
Sustainable Modular Debiasing of Language Models. 4782-4797 - Deyu Zhou, Yanzheng Xiang, Linhai Zhang, Chenchen Ye, Qian-Wen Zhang, Yunbo Cao:
A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering. 4798-4808 - Wei Wang, Boxin Wang, Ning Shi, Jinfeng Li, Bingyu Zhu, Xiangyu Liu, Rong Zhang:
Counterfactual Adversarial Learning with Representation Interpolation. 4809-4820 - Anna Rogers, Timothy Baldwin, Kobi Leins:
'Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP. 4821-4833 - Yekun Chai, Haidong Zhang, Qiyue Yin, Junge Zhang:
Counter-Contrastive Learning for Language GANs. 4834-4839 - Shichao Wang, Xiangrui Cai, Hongbin Wang, Xiaojie Yuan:
Incorporating Circumstances into Narrative Event Prediction. 4840-4849 - HyeonTae Seo, Yo-Sub Han, Sang-Ki Ko:
MultiFix: Learning to Repair Multiple Errors by Optimal Alignment Learning. 4850-4855 - Sabine Wehnert, Christian Scheel, Simona Szakács-Behling, Maret Nieländer, Patrick Mielke, Ernesto William De Luca:
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations. 4856-4866 - Hannan Cao, Wenmian Yang, Hwee Tou Ng:
Grammatical Error Correction with Contrastive Learning in Low Error Density Domains. 4867-4874 - Canming Huang, Weinan He, Yongmei Liu:
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference. 4875-4885 - Alicia Parrish, William Huang, Omar Agha, Soo-Hwan Lee, Nikita Nangia, Alex Warstadt, Karmanya Aggarwal, Emily Allaway, Tal Linzen, Samuel R. Bowman:
Does Putting a Linguist in the Loop Improve NLU Data Collection? 4886-4901 - Shane Storks, Qiaozi Gao, Yichi Zhang, Joyce Chai:
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding. 4902-4918 - Michael Kranzlein, Nelson F. Liu, Nathan Schneider:
Making Heads and Tails of Models with Marginal Calibration for Sparse Tagsets. 4919-4928 - Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani:
GeDi: Generative Discriminator Guided Sequence Generation. 4929-4952
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