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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