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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