EMNLP - arXivDaily 期刊&会议

2310.15239 2023-10-25 cs.CL cs.AI

CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks

Mete Ismayilzada, Debjit Paul, Syrielle Montariol, Mor Geva, Antoine Bosselut

Comments 37 pages, camera-ready for EMNLP 2023

2310.13570 2023-10-25 cs.CV

A Simple Baseline for Knowledge-Based Visual Question Answering

Alexandros Xenos, Themos Stafylakis, Ioannis Patras, Georgios Tzimiropoulos

Comments Accepted at EMNLP 2023 (camera-ready version)

2310.13469 2023-10-25 cs.CL cs.AI

Ask Language Model to Clean Your Noisy Translation Data

Quinten Bolding, Baohao Liao, Brandon James Denis, Jun Luo, Christof Monz

Comments EMNLP 2023, Findings

2310.12172 2023-10-25 cs.CL

Overview of ImageArg-2023: The First Shared Task in Multimodal Argument Mining

Zhexiong Liu, Mohamed Elaraby, Yang Zhong, Diane Litman

Comments In The 10th Argument Mining Workshop, held in conjunction with The Conference on Empirical Methods in Natural Language Processing (EMNLP), December 2023

2310.11368 2023-10-25 cs.CL

VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights

Shanshan Xu, Leon Staufer, T. Y. S. S Santosh, Oana Ichim, Corina Heri, Matthias Grabmair

Comments Accepted to EMNLP 2023

2310.10180 2023-10-25 cs.CL

TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models

Jing Xiong, Jianhao Shen, Ye Yuan, Haiming Wang, Yichun Yin, Zhengying Liu, Lin Li, Zhijiang Guo, Qingxing Cao, Yinya Huang, Chuanyang Zheng, Xiaodan Liang, Ming Zhang, Qun Liu

Comments Accepted by EMNLP 2023. Code is available at https://github.com/menik1126/TRIGO

2310.09168 2023-10-25 cs.CL

Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration

Fanqi Wan, Xinting Huang, Tao Yang, Xiaojun Quan, Wei Bi, Shuming Shi

Comments Accepted to EMNLP 2023 (Main Conference)

2310.05388 2023-10-25 cs.CL

GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence

Zhihua Wen, Zhiliang Tian, Wei Wu, Yuxin Yang, Yanqi Shi, Zhen Huang, Dongsheng Li

Comments Findings of EMNLP 2023

2310.05374 2023-10-25 cs.CL cs.LG cs.SD eess.AS

Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis

Jianqiao Lu, Wenyong Huang, Nianzu Zheng, Xingshan Zeng, Yu Ting Yeung, Xiao Chen

Comments 15 pages, 8 figures, 8 tables, Accepted to EMNLP 2023 Findings

2310.05030 2023-10-25 cs.CL cs.AI

Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think -- Introducing AI Detectability Index

Megha Chakraborty, S. M Towhidul Islam Tonmoy, S M Mehedi Zaman, Krish Sharma, Niyar R Barman, Chandan Gupta, Shreya Gautam, Tanay Kumar, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

Comments EMNLP 2023 Main

2305.16339 2023-10-25 cs.CL cs.AI

Don't Trust ChatGPT when Your Question is not in English: A Study of Multilingual Abilities and Types of LLMs

Xiang Zhang, Senyu Li, Bradley Hauer, Ning Shi, Grzegorz Kondrak

Comments Paper accepted to EMNLP 2023

2305.15077 2023-10-25 cs.CL

Contrastive Learning of Sentence Embeddings from Scratch

Junlei Zhang, Zhenzhong Lan, Junxian He

Comments Emnlp 2023

2305.14975 2023-10-25 cs.CL

Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback

Katherine Tian, Eric Mitchell, Allan Zhou, Archit Sharma, Rafael Rafailov, Huaxiu Yao, Chelsea Finn, Christopher D. Manning

Comments EMNLP 2023 Camera Ready

2305.14879 2023-10-25 cs.CL cs.AI

ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games

Ruoyao Wang, Graham Todd, Eric Yuan, Ziang Xiao, Marc-Alexandre Côté, Peter Jansen

Comments Accepted to EMNLP 2023

2305.14878 2023-10-25 cs.CL cs.AI

Leveraging GPT-4 for Automatic Translation Post-Editing

Vikas Raunak, Amr Sharaf, Yiren Wang, Hany Hassan Awadallah, Arul Menezes

Comments EMNLP Findings 2023

2305.14280 2023-10-25 cs.CL

Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer

Elizabeth Salesky, Neha Verma, Philipp Koehn, Matt Post

Comments EMNLP 2023

2305.13999 2023-10-25 cs.CL cs.LG

Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model

Zeyu Leo Liu, Tim Dettmers, Xi Victoria Lin, Veselin Stoyanov, Xian Li

Comments Accepted to EMNLP 2023

2305.13829 2023-10-25 cs.CL

Learning from Mistakes via Cooperative Study Assistant for Large Language Models

Danqing Wang, Lei Li

Comments Accepted by EMNLP 2023 main conference

2305.13751 2023-10-25 cs.CL

Challenges in Context-Aware Neural Machine Translation

Linghao Jin, Jacqueline He, Jonathan May, Xuezhe Ma

Comments Accepted to EMNLP 2023

2305.13658 2023-10-25 cs.CL

Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection

Farhan Samir, Miikka Silfverberg

Comments EMNLP 2023 camera-ready

2305.12962 2023-10-25 cs.CL

Distilling ChatGPT for Explainable Automated Student Answer Assessment

Jiazheng Li, Lin Gui, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He

Comments Accepted EMNLP 2023

2305.10387 2023-10-25 cs.CL

Elaborative Simplification as Implicit Questions Under Discussion

Yating Wu, William Sheffield, Kyle Mahowald, Junyi Jessy Li

Comments Equal contribution by Yating Wu and William Sheffield. This the EMNLP 2023 Main camera-ready version

2305.09857 2023-10-25 cs.CL cs.AI

CoEdIT: Text Editing by Task-Specific Instruction Tuning

Vipul Raheja, Dhruv Kumar, Ryan Koo, Dongyeop Kang

Comments Accepted to EMNLP 2023 (Findings). 18 pages, 13 tables, 2 figures

2304.09848 2023-10-25 cs.CL cs.IR

Evaluating Verifiability in Generative Search Engines

Nelson F. Liu, Tianyi Zhang, Percy Liang

Comments 25 pages, 12 figures; to appear in Findings of EMNLP 2023

2303.09752 2023-10-25 cs.CL cs.LG

CoLT5: Faster Long-Range Transformers with Conditional Computation

Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai

Comments Accepted at EMNLP 2023

2303.04048 2023-10-25 cs.CL cs.AI

Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Jiaan Wang, Yunlong Liang, Fandong Meng, Zengkui Sun, Haoxiang Shi, Zhixu Li, Jinan Xu, Jianfeng Qu, Jie Zhou

Comments Both first authors contributed equally. Technical Report, 11 pages. Accepted to the 4th New Frontiers in Summarization Workshop (NewSumm@EMNLP 2023)

2303.03387 2023-10-25 cs.LG cs.AI cs.CL cs.SI

CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network

Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha

Comments Accepted to EMNLP 2023 Main Conference. Code: https://github.com/Sreyan88/CoSyn

2302.14229 2023-10-25 cs.CL cs.AI

Zero-Shot Cross-Lingual Summarization via Large Language Models

Jiaan Wang, Yunlong Liang, Fandong Meng, Beiqi Zou, Zhixu Li, Jianfeng Qu, Jie Zhou

Comments Both first authors contributed equally. Technical Report, 12 pages. Accepted to the 4th New Frontiers in Summarization Workshop (NewSumm@EMNLP 2023)

2301.08721 2023-10-25 cs.CL cs.AI

Batch Prompting: Efficient Inference with Large Language Model APIs

Zhoujun Cheng, Jungo Kasai, Tao Yu

Comments EMNLP 2023 Industry Track

2212.10548 2023-10-25 cs.CL

T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks

Iker García-Ferrero, Rodrigo Agerri, German Rigau

Comments Findings of the EMNLP 2023