EMNLP - arXivDaily 期刊&会议

2210.13401 2022-10-27 cs.CL

Entity-level Sentiment Analysis in Contact Center Telephone Conversations

Xue-Yong Fu, Cheng Chen, Md Tahmid Rahman Laskar, Shayna Gardiner, Pooja Hiranandani, Shashi Bhushan TN

Comments EMNLP 2022

2210.12467 2022-10-27 cs.CL

ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts

Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal

Comments 14 pages; Accepted as a Long Paper in EMNLP 2022 (Main Conference); Codes: https://github.com/rajdeep345/ECTSum

2210.09597 2022-10-27 cs.CL cs.PL cs.SE

Soft-Labeled Contrastive Pre-training for Function-level Code Representation

Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang, Weizhu Chen, Nan Duan

Comments Accepted to EMNLP 2022 (findings)

2209.14338 2022-10-27 cs.CL

Who is GPT-3? An Exploration of Personality, Values and Demographics

Marilù Miotto, Nicola Rossberg, Bennett Kleinberg

Comments EMNLP 2022 NLP+CSS workshop

2206.11083 2022-10-27 cs.CL cs.AI

Investigating the Benefits of Free-Form Rationales

Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma

Comments EMNLP 2022, Findings

2205.12697 2022-10-27 cs.CL

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation

Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang

Comments EMNLP'22

2205.12673 2022-10-27 cs.CL

InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning

Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskenazi, Jeffrey P. Bigham

Comments EMNLP 2022

2205.12640 2022-10-27 cs.CL

Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing

Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen

Comments EMNLP 2022

2205.12486 2022-10-27 cs.CL

Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents

Marcio Fonseca, Yftah Ziser, Shay B. Cohen

Comments EMNLP 2022 camera ready

2205.12209 2022-10-27 cs.CL

EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start

Jonathan Mallinson, Jakub Adamek, Eric Malmi, Aliaksei Severyn

Comments To be published in Findings of EMNLP 2022

2205.11726 2022-10-27 cs.CL cs.AI cs.LG

On the Role of Bidirectionality in Language Model Pre-Training

Mikel Artetxe, Jingfei Du, Naman Goyal, Luke Zettlemoyer, Ves Stoyanov

Comments Findings of EMNLP 2022

2203.08568 2022-10-27 cs.CL

In-Context Learning for Few-Shot Dialogue State Tracking

Yushi Hu, Chia-Hsuan Lee, Tianbao Xie, Tao Yu, Noah A. Smith, Mari Ostendorf

Comments To appear in Findings of EMNLP 2022

2203.08111 2022-10-27 cs.CL cs.AI cs.LG

Does Corpus Quality Really Matter for Low-Resource Languages?

Mikel Artetxe, Itziar Aldabe, Rodrigo Agerri, Olatz Perez-de-Viñaspre, Aitor Soroa

Comments EMNLP 2022

2203.07172 2022-10-27 cs.CL cs.SD eess.AS

RED-ACE: Robust Error Detection for ASR using Confidence Embeddings

Zorik Gekhman, Dina Zverinski, Jonathan Mallinson, Genady Beryozkin

Comments Accepted as a short paper in EMNLP 2022

2202.12459 2022-10-27 cs.CL

APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets

Kichang Yang, Wonjun Jang, Won Ik Cho

Comments Findings of EMNLP 2022

2201.10866 2022-10-27 cs.CL cs.SE

CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search

Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan

Comments Accepted to EMNLP 2022 (main conference)

2112.10684 2022-10-27 cs.CL cs.AI cs.LG

Efficient Large Scale Language Modeling with Mixtures of Experts

Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giri Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Mona Diab, Zornitsa Kozareva, Ves Stoyanov

Comments EMNLP 2022

2210.14304 2022-10-27 cs.CL q-fin.CP

Learning Better Intent Representations for Financial Open Intent Classification

Xianzhi Li, Will Aitken, Xiaodan Zhu, Stephen W. Thomas

Comments Accepted to FinNLP-2022, in conjunction with EMNLP-2022

2210.14254 2022-10-27 cs.CL

Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios

Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan

Comments Accepted to appear at Findings of EMNLP 2022

2210.14250 2022-10-27 cs.CL

Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature

Katherine Thai, Marzena Karpinska, Kalpesh Krishna, Bill Ray, Moira Inghilleri, John Wieting, Mohit Iyyer

Comments EMNLP 2022

2210.14177 2022-10-26 cs.CL cs.AI cs.LG stat.ML

Influence Functions for Sequence Tagging Models

Sarthak Jain, Varun Manjunatha, Byron C. Wallace, Ani Nenkova

Comments Accepted to Findings of EMNLP 2022

2210.14128 2022-10-26 cs.CL cs.AI cs.LG

IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models

Chenguang Wang, Xiao Liu, Dawn Song

Comments EMNLP 2022. arXiv admin note: substantial text overlap with arXiv:2010.11967

2210.14102 2022-10-26 cs.CL cs.AI

Exploring Mode Connectivity for Pre-trained Language Models

Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou

Comments EMNLP 2022, main conference

2210.14011 2022-10-26 cs.CL cs.LG

Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens

Nitish Joshi, Xiang Pan, He He

Comments EMNLP 2022

2210.13940 2022-10-26 cs.CL cs.AI cs.IT math.IT

Discourse Context Predictability Effects in Hindi Word Order

Sidharth Ranjan, Marten van Schijndel, Sumeet Agarwal, Rajakrishnan Rajkumar

Comments Accepted to EMNLP 2022

2210.13865 2022-10-26 cs.CL

Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation

Max Glockner, Yufang Hou, Iryna Gurevych

Comments EMNLP 2022

2210.13836 2022-10-26 cs.CL

Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts

T. Y. S. S Santosh, Shanshan Xu, Oana Ichim, Matthias Grabmair

Comments Accepted by EMNLP 2022

2210.13800 2022-10-26 cs.CL cs.AI cs.LG

Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation

Melanie Sclar, Peter West, Sachin Kumar, Yulia Tsvetkov, Yejin Choi

Journal ref Empirical Methods in Natural Language Processing 2022 (EMNLP 2022)

2210.13778 2022-10-26 cs.CL

IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension

Rifki Afina Putri, Alice Oh

Comments EMNLP 2022

2210.13777 2022-10-26 cs.CL cs.AI

SciFact-Open: Towards open-domain scientific claim verification

David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Iz Beltagy, Lucy Lu Wang, Hannaneh Hajishirzi

Comments EMNLP Findings 2022. GitHub: https://github.com/dwadden/scifact-open-2022