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ORCIDEMNLP 2022: Abu Dhabi, United Arab Emirates
- Yoav Goldberg, Zornitsa Kozareva, Yue Zhang:
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. Association for Computational Linguistics 2022 - Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen:
Generative Knowledge Graph Construction: A Review. 1-17 - Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Minlie Huang:
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. 18-29 - Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg:
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. 30-45 - Qifan Wang, Li Yang, Xiaojun Quan, Fuli Feng, Dongfang Liu, Zenglin Xu, Sinong Wang, Hao Ma:
Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation. 46-61 - Wanli Li, Tieyun Qian:
Graph-based Model Generation for Few-Shot Relation Extraction. 62-71 - KiYoon Yoo, Nojun Kwak:
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling. 72-88 - Kaiyu Yang, Jia Deng, Danqi Chen:
Generating Natural Language Proofs with Verifier-Guided Search. 89-105 - Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu:
Toward Unifying Text Segmentation and Long Document Summarization. 106-118 - Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen:
The Geometry of Multilingual Language Model Representations. 119-136 - Yechun Tang, Xiaoxia Cheng, Weiming Lu:
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment. 137-147 - Do June Min, Verónica Pérez-Rosas, Kenneth Resnicow, Rada Mihalcea:
PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing. 148-158 - Bowen Xing, Ivor W. Tsang
:
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs. 159-169 - Haoran Xu, Philipp Koehn, Kenton Murray:
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains. 170-183 - Kayo Yin, Graham Neubig:
Interpreting Language Models with Contrastive Explanations. 184-198 - Kalpesh Krishna, Yapei Chang, John Wieting, Mohit Iyyer:
RankGen: Improving Text Generation with Large Ranking Models. 199-232 - Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. 233-247 - Yookoon Park, Mahmoud Azab, Seungwhan Moon, Bo Xiong, Florian Metze, Gourab Kundu, Kirmani Ahmed:
Normalized Contrastive Learning for Text-Video Retrieval. 248-260 - Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Estimating Soft Labels for Out-of-Domain Intent Detection. 261-276 - Min-Hsuan Yeh, Vincent Chen, Ting-Hao (Kenneth) Huang, Lun-Wei Ku:
Multi-VQG: Generating Engaging Questions for Multiple Images. 277-290 - Jannis Bulian, Christian Buck, Wojciech Gajewski, Benjamin Börschinger, Tal Schuster:
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation. 291-305 - Yichao Du, Weizhi Wang, Zhirui Zhang, Boxing Chen, Tong Xu, Jun Xie, Enhong Chen:
Non-Parametric Domain Adaptation for End-to-End Speech Translation. 306-320 - Rui Cao, Roy Ka-Wei Lee, Wen-Haw Chong, Jing Jiang:
Prompting for Multimodal Hateful Meme Classification. 321-332 - Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin:
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. 333-345 - Yizhe Zhang, Deng Cai:
Linearizing Transformer with Key-Value Memory. 346-359 - Gaurav Verma, Vishwa Vinay, Ryan A. Rossi, Srijan Kumar:
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions. 360-374 - Carl Edwards, Tuan Manh Lai, Kevin Ros, Garrett Honke, Kyunghyun Cho, Heng Ji:
Translation between Molecules and Natural Language. 375-413 - Matthew Finlayson, Kyle Richardson, Ashish Sabharwal, Peter Clark:
What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment. 414-426 - Matt Grenander, Shay B. Cohen, Mark Steedman:
Sentence-Incremental Neural Coreference Resolution. 427-443 - Tanya Goyal, Junyi Jessy Li, Greg Durrett:
SNaC: Coherence Error Detection for Narrative Summarization. 444-463 - Tanya Goyal, Nazneen Rajani, Wenhao Liu, Wojciech Kryscinski:
HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models. 464-479 - Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao:
A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing. 480-490 - Bing Liu, Harrisen Scells, Wen Hua, Guido Zuccon, Genghong Zhao, Xia Zhang:
Guiding Neural Entity Alignment with Compatibility. 491-504 - Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskénazi, Jeffrey P. Bigham:
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning. 505-525 - Peijie Jiang, Dingkun Long, Yanzhao Zhang, Pengjun Xie, Meishan Zhang, Min Zhang:
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling. 526-537 - Shitao Xiao, Zheng Liu, Yingxia Shao, Zhao Cao:
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder. 538-548 - Jinfeng Zhou, Bo Wang, Minlie Huang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou:
Aligning Recommendation and Conversation via Dual Imitation. 549-561 - Xiaoqiang Wang, Bang Liu, Siliang Tang, Lingfei Wu:
QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance. 562-581 - Anya Ji, Noriyuki Kojima, Noah Rush, Alane Suhr, Wai Keen Vong, Robert D. Hawkins, Yoav Artzi:
Abstract Visual Reasoning with Tangram Shapes. 582-601 - Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu:
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. 602-631 - Hannah Chen, Yangfeng Ji, David E. Evans:
Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models. 632-647 - Ankur Sikarwar, Arkil Patel, Navin Goyal:
When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks. 648-669 - Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados:
Generative Language Models for Paragraph-Level Question Generation. 670-688 - Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang:
A Unified Encoder-Decoder Framework with Entity Memory. 689-705 - Nada Aldarrab, Jonathan May:
Segmenting Numerical Substitution Ciphers. 706-714 - Ashish V. Thapliyal, Jordi Pont-Tuset, Xi Chen, Radu Soricut:
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset. 715-729 - Yuchen Zhuang, Yinghao Li, Junyang Zhang, Yue Yu, Yingjun Mou, Xiang Chen, Le Song, Chao Zhang:
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select. 730-744 - Dong Yang, Peijun Qing, Yang Li, Haonan Lu, Xiaodong Lin:
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs. 745-760 - Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen:
Reasoning Like Program Executors. 761-779 - Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu:
SEM-F1: an Automatic Way for Semantic Evaluation of Multi-Narrative Overlap Summaries at Scale. 780-792 - Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur:
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning. 793-808 - Puneet Mathur, Gautam Kunapuli, Riyaz Bhat, Manish Shrivastava, Dinesh Manocha, Maneesh Singh:
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection. 809-824 - Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan:
LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation. 825-838 - Xingwei He, Yeyun Gong, A-Long Jin, Weizhen Qi, Hang Zhang, Jian Jiao, Bartuer Zhou, Biao Cheng, Siu-Ming Yiu, Nan Duan:
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning. 839-852 - Zexuan Qiu, Qinliang Su, Jianxing Yu, Shijing Si:
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization. 853-863 - Jianyang Zhang, Tao Liang, Mingyang Wan, Guowu Yang, Fengmao Lv:
Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis. 864-875 - Hongyan Xie, Haoxiang Su, Shuangyong Song, Hao Huang, Bo Zou, Kun Deng, Jianghua Lin, Zhihui Zhang, Xiaodong He:
Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking. 876-889 - Fanshuang Kong, Richong Zhang, Xiaohui Guo, Samuel Mensah, Yongyi Mao:
DropMix: A Textual Data Augmentation Combining Dropout with Mixup. 890-899 - Alon Eirew, Avi Caciularu, Ido Dagan:
Cross-document Event Coreference Search: Task, Dataset and Modeling. 900-913 - Dan Li, Yang Yang, Hongyin Tang, Jiahao Liu, Qifan Wang, Jingang Wang, Tong Xu, Wei Wu, Enhong Chen:
VIRT: Improving Representation-based Text Matching via Virtual Interaction. 914-925 - Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou:
MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. 926-941 - Aniruddha Mahapatra, Sharmila Reddy Nangi, Aparna Garimella, Anandhavelu Natarajan:
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models. 942-951 - Jan Philip Wahle, Terry Ruas, Frederic Kirstein, Bela Gipp:
How Large Language Models are Transforming Machine-Paraphrase Plagiarism. 952-963 - Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer:
M2D2: A Massively Multi-Domain Language Modeling Dataset. 964-975 - Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia, Anders Sandholm, Katja Filippova:
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification. 976-991 - Shaolei Zhang, Yang Feng:
Information-Transport-based Policy for Simultaneous Translation. 992-1013 - Zhigen Li, Yanmeng Wang, Rizhao Fan, Ye Wang, Jianfeng Li, Shaojun Wang:
Learning to Adapt to Low-Resource Paraphrase Generation. 1014-1022 - Yuxuan Gu, Xiaocheng Feng, Sicheng Ma, Lingyuan Zhang, Heng Gong, Bing Qin:
A Distributional Lens for Multi-Aspect Controllable Text Generation. 1023-1043 - Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen:
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation. 1044-1058 - Yuxuan Chen, David Harbecke, Leonhard Hennig:
Multilingual Relation Classification via Efficient and Effective Prompting. 1059-1075 - Jitkapat Sawatphol, Nonthakit Chaiwong, Can Udomcharoenchaikit, Sarana Nutanong:
Topic-Regularized Authorship Representation Learning. 1076-1082 - William Hogan, Jiacheng Li, Jingbo Shang:
Fine-grained Contrastive Learning for Relation Extraction. 1083-1095 - Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He:
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. 1096-1106 - Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim:
Zero-Shot Text Classification with Self-Training. 1107-1119 - Tokala Yaswanth Sri Sai Santosh, Shanshan Xu, Oana Ichim, Matthias Grabmair:
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts. 1120-1138 - Alex Wang, Richard Yuanzhe Pang, Angelica Chen, Jason Phang, Samuel R. Bowman:
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way. 1139-1156 - Fanghua Ye, Xi Wang, Jie Huang, Shenghui Li, Samuel Stern, Emine Yilmaz:
MetaASSIST: Robust Dialogue State Tracking with Meta Learning. 1157-1169 - Christos Baziotis, Mikel Artetxe, James Cross, Shruti Bhosale:
Multilingual Machine Translation with Hyper-Adapters. 1170-1185 - Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen:
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. 1186-1203 - Yash Kumar Lal, Niket Tandon, Tanvi Aggarwal, Horace Liu, Nathanael Chambers, Raymond J. Mooney, Niranjan Balasubramanian:
Using Commonsense Knowledge to Answer Why-Questions. 1204-1219 - Sky CH-Wang, Evan Li, Oliver Li, Smaranda Muresan, Zhou Yu:
Affective Idiosyncratic Responses to Music. 1220-1250 - Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner:
Successive Prompting for Decomposing Complex Questions. 1251-1265 - Jaehun Jung, Lianhui Qin, Sean Welleck, Faeze Brahman, Chandra Bhagavatula, Ronan Le Bras, Yejin Choi:
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations. 1266-1279 - Yichi Zhang, Jianing Yang, Jiayi Pan, Shane Storks, Nikhil Devraj, Ziqiao Ma, Keunwoo Peter Yu, Yuwei Bao, Joyce Chai:
DANLI: Deliberative Agent for Following Natural Language Instructions. 1280-1298 - Zhewei Sun, Yang Xu:
Tracing Semantic Variation in Slang. 1299-1313 - Wenbin An, Feng Tian, Ping Chen, Siliang Tang, Qinghua Zheng, Qianying Wang:
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning. 1314-1323 - Minsoo Kim, YeonJoon Jung, Dohyeon Lee, Seung-won Hwang:
PLM-based World Models for Text-based Games. 1324-1341 - Haoxing Zhang, Xiaofeng Zhang, Haibo Huang, Lei Yu:
Prompt-Based Meta-Learning For Few-shot Text Classification. 1342-1357 - Hritik Bansal, Da Yin, Masoud Monajatipoor, Kai-Wei Chang:
How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? 1358-1370 - Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang:
Geographic Citation Gaps in NLP Research. 1371-1383 - Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig:
Language Models of Code are Few-Shot Commonsense Learners. 1384-1403 - Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin:
Numerical Optimizations for Weighted Low-rank Estimation on Language Models. 1404-1416 - Hyunji Lee, Sohee Yang, Hanseok Oh, Minjoon Seo:
Generative Multi-hop Retrieval. 1417-1436 - Yu Zhao, Jianguo Wei, Zhichao Lin, Yueheng Sun, Meishan Zhang, Min Zhang:
Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation. 1437-1449 - Liang Wen, Houfeng Wang, Yingwei Luo, Xiaolin Wang:
M3: A Multi-View Fusion and Multi-Decoding Network for Multi-Document Reading Comprehension. 1450-1461 - Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk:
COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning. 1462-1479 - Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, ChengXiang Zhai, Heng Ji:
Language Model Pre-Training with Sparse Latent Typing. 1480-1494 - Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam:
On the Transformation of Latent Space in Fine-Tuned NLP Models. 1495-1516 - Yutao Mou, Keqing He, Pei Wang, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu:
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery. 1517-1529 - Xuanli He, Lingjuan Lyu, Chen Chen, Qiongkai Xu:
Extracted BERT Model Leaks More Information than You Think! 1530-1537 - Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre:
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? 1538-1555 - Kerem Zaman, Yonatan Belinkov:
A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference. 1556-1576 - Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging. 1577-1589 - Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See:
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller. 1590-1604 - Seiichi Inoue, Mamoru Komachi, Toshinobu Ogiso, Hiroya Takamura, Daichi Mochihashi:
Infinite SCAN: An Infinite Model of Diachronic Semantic Change. 1605-1616 - Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang:
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization. 1617-1634 - Jiao Ou, Jinchao Zhang, Yang Feng, Jie Zhou:
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues. 1635-1648 - Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong:
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. 1649-1662 - Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei:
SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training. 1663-1676 - Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi:
Learning Label Modular Prompts for Text Classification in the Wild. 1677-1690 - Milos Stanojevic:
Unbiased and Efficient Sampling of Dependency Trees. 1691-1706 - Shuhao Gu, Bojie Hu, Yang Feng:
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions. 1707-1718 - Bowen Shen, Zheng Lin, Yuanxin Liu, Zhengxiao Liu, Lei Wang, Weiping Wang:
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models. 1719-1730 - Zhen Wan, Qianying Liu, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi, Jiwei Li:
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction. 1731-1738 - Hong Chen, Duc Minh Vo, Hiroya Takamura, Yusuke Miyao, Hideki Nakayama:
StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning. 1739-1753 - Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn, Christopher D. Manning:
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference. 1754-1768 - Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang, Diyi Yang:
Robustness of Demonstration-based Learning Under Limited Data Scenario. 1769-1782 - Dustin Wright, Jiaxin Pei, David Jurgens, Isabelle Augenstein:
Modeling Information Change in Science Communication with Semantically Matched Paraphrases. 1783-1807