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ORCIDEMNLP (Findings) 2022: Abu Dhabi, United Arab Emirates
- Yoav Goldberg, Zornitsa Kozareva, Yue Zhang:
Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. Association for Computational Linguistics 2022 - Zhicheng Yang
, Jinghui Qin, Jiaqi Chen, Liang Lin, Xiaodan Liang:
LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning. 1-13 - Yincen Qu, Ningyu Zhang, Hui Chen, Zelin Dai, Chengming Wang, Xiaoyu Wang, Qiang Chen, Huajun Chen:
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. 14-27 - Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng:
Automatic Rule Induction for Efficient Semi-Supervised Learning. 28-44 - Jian Song, Di Liang, Rumei Li, Yuntao Li, Sirui Wang, Minlong Peng, Wei Wu, Yongxin Yu:
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion. 45-57 - James Lee-Thorp, Joshua Ainslie:
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT. 58-75 - Lihui Zhang, Ruifan Li:
KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering. 76-87 - Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev:
Acceptability Judgements via Examining the Topology of Attention Maps. 88-107 - Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards. 108-117 - Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang, Weizhu Chen, Nan Duan:
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation. 118-129 - Ziyang Luo, Yadong Xi, Rongsheng Zhang, GongZheng Li, Zeng Zhao, Jing Ma:
Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval. 130-140 - Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi:
Does Simultaneous Speech Translation need Simultaneous Models? 141-153 - Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris S. Papailiopoulos, Kangwook Lee:
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. 154-168 - Mingxuan Ju, Wenhao Yu, Tong Zhao, Chuxu Zhang, Yanfang Ye:
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering. 169-181 - Chao Zhao, Faeze Brahman, Kaiqiang Song, Wenlin Yao, Dian Yu, Snigdha Chaturvedi:
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization. 182-197 - Jannis Vamvas, Rico Sennrich:
NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures. 198-213 - Jared Moore:
Language Models Understand Us, Poorly. 214-222 - Xiangkun Hu, Junqi Dai, Hang Yan, Yi Zhang, Qipeng Guo, Xipeng Qiu, Zheng Zhang:
Dialogue Meaning Representation for Task-Oriented Dialogue Systems. 223-237 - Yinghui Li, Shirong Ma, Qingyu Zhou, Zhongli Li, Yangning Li, Shulin Huang, Ruiyang Liu, Chao Li, Yunbo Cao, Haitao Zheng:
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking. 238-249 - Xilun Chen, Kushal Lakhotia, Barlas Oguz, Anchit Gupta, Patrick S. H. Lewis, Stan Peshterliev, Yashar Mehdad, Sonal Gupta, Wen-tau Yih:
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? 250-262 - Qifan Wang, Li Yang, Jingang Wang, Jitin Krishnan, Bo Dai, Sinong Wang, Zenglin Xu, Madian Khabsa, Hao Ma:
SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction. 263-276 - Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou:
When Language Model Meets Private Library. 277-288 - Shichen Li, Zhongqing Wang, Xiaotong Jiang, Guodong Zhou:
Cross-Domain Sentiment Classification using Semantic Representation. 289-299 - Nils Dycke, Ilia Kuznetsov, Iryna Gurevych:
Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond. 300-318 - Weixian Lei, Difei Gao, Yuxuan Wang, Dongxing Mao, Zihan Liang, Lingmin Ran, Mike Zheng Shou:
AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant. 319-338 - Zhiyuan Zhang, Qi Su, Xu Sun:
Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation. 339-354 - Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun:
Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. 355-372 - Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston:
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. 373-393 - Tal Schuster, Sihao Chen, Senaka Buthpitiya, Alex Fabrikant, Donald Metzler:
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters. 394-412 - Xin Xu, Xiang Chen, Ningyu Zhang, Xin Xie, Xi Chen, Huajun Chen:
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study. 413-427 - Han Zhang, Sheng Zhang, Yang Xiang, Bin Liang, Jinsong Su, Zhongjian Miao, Hui Wang, Ruifeng Xu:
CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation. 428-443 - Houxing Ren, Linjun Shou, Jian Pei, Ning Wu, Ming Gong, Daxin Jiang:
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval. 444-459 - Junhong Liu, Yijie Lin, Liang Jiang, Jia Liu, Zujie Wen, Xi Peng:
Improve Interpretability of Neural Networks via Sparse Contrastive Coding. 460-470 - Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou:
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. 471-485 - Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei:
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. 486-496 - Hannah Kirk, Abeba Birhane, Bertie Vidgen, Leon Derczynski:
Handling and Presenting Harmful Text in NLP Research. 497-510 - Ronghao Lin, Haifeng Hu:
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis. 511-523 - Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao:
Towards Unified Prompt Tuning for Few-shot Text Classification. 524-536 - Andrew K. Lampinen, Ishita Dasgupta, Stephanie C. Y. Chan, Kory W. Mathewson, Michael Henry Tessler, Antonia Creswell, James L. McClelland, Jane Wang, Felix Hill:
Can language models learn from explanations in context? 537-563 - Jiduan Liu, Jiahao Liu, Yang Yang, Jingang Wang, Wei Wu, Dongyan Zhao, Rui Yan:
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval. 564-575 - Shirong Ma, Yinghui Li, Rongyi Sun, Qingyu Zhou, Shulin Huang, Ding Zhang, Yangning Li, Ruiyang Liu, Zhongli Li, Yunbo Cao, Haitao Zheng, Ying Shen:
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction. 576-589 - Jiahao Zhu, Daizong Liu, Pan Zhou, Xing Di, Yu Cheng, Song Yang, Wenzheng Xu, Zichuan Xu, Yao Wan, Lichao Sun, Zeyu Xiong:
Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding. 590-600 - Wenyue Hua, Yongfeng Zhang:
System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning. 601-612 - Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Xun Chen, Lichao Sun:
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation. 613-621 - Zhen Yu, Xiaosen Wang, Wanxiang Che, Kun He:
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack. 622-637 - Yue Yang, Artemis Panagopoulou, Marianna Apidianaki, Mark Yatskar, Chris Callison-Burch:
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction. 638-655 - Huawen Feng, Qianli Ma:
It's Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection. 656-667 - Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun:
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. 668-683 - Souvik Das, Sougata Saha, Rohini K. Srihari:
Diving Deep into Modes of Fact Hallucinations in Dialogue Systems. 684-699 - Di Wu, Wasi Uddin Ahmad, Sunipa Dev, Kai-Wei Chang:
Representation Learning for Resource-Constrained Keyphrase Generation. 700-716 - Siyan Li, Riley Carlson, Christopher Potts:
Systematicity in GPT-3's Interpretation of Novel English Noun Compounds. 717-728 - Jiashuo Wang, Yi Cheng, Wenjie Li:
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation. 729-741 - Yichun Zhao, Jintao Du, Gongshen Liu, Huijia Zhu:
TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition. 742-749 - Hanyu Duan, Yi Yang, Ahmed Abbasi, Kar Yan Tam:
BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection. 750-764 - Teven Le Scao, Thomas Wang, Daniel Hesslow, Stas Bekman, M. Saiful Bari, Stella Biderman, Hady Elsahar, Niklas Muennighoff, Jason Phang, Ofir Press, Colin Raffel, Victor Sanh, Sheng Shen, Lintang Sutawika, Jaesung Tae, Zheng Xin Yong, Julien Launay, Iz Beltagy:
What Language Model to Train if You Have One Million GPU Hours? 765-782 - Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee:
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble. 783-798 - Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhenru Zhang, Chuanqi Tan, Huajun Chen:
Contrastive Demonstration Tuning for Pre-trained Language Models. 799-811 - Nghi Bui, Yue Wang, Steven C. H. Hoi:
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5. 812-823 - Sarthak Jain, Varun Manjunatha, Byron C. Wallace, Ani Nenkova:
Influence Functions for Sequence Tagging Models. 824-839 - Yasaman Razeghi, Robert L. Logan IV, Matt Gardner, Sameer Singh:
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning. 840-854 - Bowen Chen, Yusuke Miyao:
Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems. 855-867 - Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon:
Knowledge-Rich Self-Supervision for Biomedical Entity Linking. 868-880 - Tingting Liu, Chengyu Wang, Xiangru Zhu, Lei Li, Minghui Qiu, Jun Huang, Ming Gao, Yanghua Xiao:
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge. 881-888 - Xiuyu Wu, Yunfang Wu:
From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction. 889-902 - Tianyi Li, Mohammad Javad Hosseini, Sabine Weber, Mark Steedman:
Language Models Are Poor Learners of Directional Inference. 903-921 - Yangbin Chen, Chunfeng Liang:
Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation. 922-933 - Seungju Han, Beomsu Kim, Buru Chang:
Measuring and Improving Semantic Diversity of Dialogue Generation. 934-950 - Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C. H. Hoi:
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training. 951-967 - Yueqing Sun, Yu Zhang, Le Qi, Qi Shi:
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering. 968-980 - Lukas Edman, Antonio Toral, Gertjan van Noord:
Subword-Delimited Downsampling for Better Character-Level Translation. 981-992 - Tianyu Liu, Yuchen Eleanor Jiang, Nicholas Monath, Ryan Cotterell, Mrinmaya Sachan:
Autoregressive Structured Prediction with Language Models. 993-1005 - Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
XDoc: Unified Pre-training for Cross-Format Document Understanding. 1006-1016 - Yuval Kirstain, Patrick S. H. Lewis, Sebastian Riedel, Omer Levy:
A Few More Examples May Be Worth Billions of Parameters. 1017-1029 - Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Zhengyi Ma:
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling. 1030-1042 - Qiyao Peng, Hongtao Liu:
ExpertPLM: Pre-training Expert Representation for Expert Finding. 1043-1052 - Jungwoo Lim, Myunghoon Kang, Yuna Hur, Seung Won Jeong, Jinsung Kim, Yoonna Jang, Dongyub Lee, Hyesung Ji, Dong-Hoon Shin, Seungryong Kim, Heuiseok Lim:
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge. 1053-1066 - Yue Dong, John Wieting, Pat Verga:
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization. 1067-1082 - Tomasz Korbak, Ethan Perez, Christopher L. Buckley:
RL with KL penalties is better viewed as Bayesian inference. 1083-1091 - Wei Zhong, Jheng-Hong Yang, Yuqing Xie, Jimmy Lin:
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval. 1092-1102 - Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu:
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem. 1103-1116 - Zi Long Zhu, Vikrant Yadav, Zubair Afzal, George Tsatsaronis:
Few-shot initializing of Active Learner via Meta-Learning. 1117-1133 - Jian Zhu, Zuoyu Tian, Yadong Liu, Cong Zhang, Chia-Wen Lo:
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings. 1134-1154 - Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang:
Progressive Sentiment Analysis for Code-Switched Text Data. 1155-1167 - Kai Zheng, Qingfeng Sun, Yaming Yang, Fei Xu:
Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection. 1168-1178 - Fangfang Li, Youran Shan, Junwen Duan, Xingliang Mao, Minlie Huang:
WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check. 1179-1188 - Jun Xu, Weidi Xu, Mengshu Sun, Taifeng Wang, Wei Chu:
Extracting Trigger-sharing Events via an Event Matrix. 1189-1201 - Xuanyu Zhang, Qing Yang, Dongliang Xu:
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation. 1202-1208 - Xiaofei Wen, Wei Wei, Xian-Ling Mao:
Sequential Topic Selection Model with Latent Variable for Topic-Grounded Dialogue. 1209-1219 - Shiquan Yang, Xinting Huang, Jey Han Lau, Sarah M. Erfani:
Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering. 1220-1234 - Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. 1235-1247 - Qinyuan Cheng, Linyang Li, Guofeng Quan, Feng Gao, Xiaofeng Mou, Xipeng Qiu:
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator. 1248-1259 - Juhee Son, Jiho Jin, Haneul Yoo, JinYeong Bak, Kyunghyun Cho, Alice Oh:
Translating Hanja Historical Documents to Contemporary Korean and English. 1260-1272 - Chao Wang, Ehsan Nezhadarya, Tanmana Sadhu, Shengdong Zhang:
Exploring Compositional Image Retrieval with Hybrid Compositional Learning and Heuristic Negative Mining. 1273-1285 - Giovanni Puccetti, Anna Rogers, Aleksandr Drozd, Felice Dell'Orletta:
Outlier Dimensions that Disrupt Transformers are Driven by Frequency. 1286-1304 - Sophie Henning, Nicole Macher, Stefan Grünewald, Annemarie Friedrich:
MiST: a Large-Scale Annotated Resource and Neural Models for Functions of Modal Verbs in English Scientific Text. 1305-1324 - Xiangyang Liu, Tianxiang Sun, Xuanjing Huang, Xipeng Qiu:
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts. 1325-1338 - Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang:
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation. 1339-1351 - Yazheng Li, Pengyun Wang, Yasheng Wang, Yong Dai, Yadao Wang, Lujia Pan, Zenglin Xu:
Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering. 1352-1364 - Nico Daheim, David Thulke, Christian Dugast, Hermann Ney:
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model. 1365-1381 - Adi Haviv, Ori Ram, Ofir Press, Peter Izsak, Omer Levy:
Transformer Language Models without Positional Encodings Still Learn Positional Information. 1382-1390 - Julia El Zini, Mariette Awad:
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. 1391-1402 - Michael Hassid, Hao Peng, Daniel Rotem, Jungo Kasai, Ivan Montero, Noah A. Smith, Roy Schwartz:
How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers. 1403-1416 - Yifan Hou, Guoji Fu, Mrinmaya Sachan:
What Has Been Enhanced in my Knowledge-Enhanced Language Model? 1417-1438 - Towards Generalized Open Information Extraction. 1439-1453
- François Remy, Kris Demuynck, Thomas Demeester:
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions. 1454-1465 - Thomas Ruprecht:
Improving the Extraction of Supertags for Constituency Parsing with Linear Context-Free Rewriting Systems. 1466-1477 - Baohao Liao, David Thulke, Sanjika Hewavitharana, Hermann Ney, Christof Monz:
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token. 1478-1492 - Hee Suk Yoon, Eunseop Yoon, John B. Harvill, Sunjae Yoon, Mark Hasegawa-Johnson, Chang Dong Yoo:
SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation. 1493-1502 - Pius von Däniken, Jan Deriu, Don Tuggener, Mark Cieliebak:
On the Effectiveness of Automated Metrics for Text Generation Systems. 1503-1522 - Huayang Li, Deng Cai, Jin Xu, Taro Watanabe:
Residual Learning of Neural Text Generation with n-gram Language Model. 1523-1533 - Tsunehiko Tanaka, Daiki Kimura, Michiaki Tatsubori:
DiffG-RL: Leveraging Difference between Environment State and Common Sense. 1534-1546 - Kuan-Hao Huang, Varun Iyer, Anoop Kumar, Sriram Venkatapathy, Kai-Wei Chang, Aram Galstyan:
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations. 1547-1554