ACL

CARE: A Clue-guided Assistant for CSRs to Read User Manuals

Weihong Du, Jia Liu, Zujie Wen, Dingnan Jin, Hongru Liang, Wenqiang Lei

Comments Accepted to The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)

Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks

Dharunish Yugeswardeenoo, Kevin Zhu, Sean O'Brien

Comments Accepted in Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics: Student Research Workshop (ACL-SRW 2024) 11 pages, 8 figures

Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm

Qiang Gao, Zixiang Meng, Bobo Li, Jun Zhou, Fei Li, Chong Teng, Donghong Ji

Comments ACL2024(Findings)

Journal ref https://aclanthology.org/2024.findings-acl.114

Improving Language Models for Emotion Analysis: Insights from Cognitive Science

Constant Bonard, Gustave Cortal

Journal ref Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, Association for Computational Linguistics, Aug 2024, Bangkok, Thailand. pp.264-277

Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain

Zhen wan, Yating Zhang, Yexiang Wang, Fei Cheng, Sadao Kurohashi

Comments Accepted by ACL 2024 Findings

PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator

Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang

Comments 23 pages

Journal ref ACL 2024 Main Conference, 7841-7863

Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!

Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, Edoardo Barba, Roberto Navigli

Comments Presented at ACL 2024 Main Conference. 29 pages

Poor-Supervised Evaluation for SuperLLM via Mutual Consistency

Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li

Comments ACL findings

Chaos with Keywords: Exposing Large Language Models Sycophantic Hallucination to Misleading Keywords and Evaluating Defense Strategies

Aswin RRV, Nemika Tyagi, Md Nayem Uddin, Neeraj Varshney, Chitta Baral

Comments Findings of ACL 2024

AlignBench: Benchmarking Chinese Alignment of Large Language Models

Xiao Liu, Xuanyu Lei, Shengyuan Wang, Yue Huang, Zhuoer Feng, Bosi Wen, Jiale Cheng, Pei Ke, Yifan Xu, Weng Lam Tam, Xiaohan Zhang, Lichao Sun, Xiaotao Gu, Hongning Wang, Jing Zhang, Minlie Huang, Yuxiao Dong, Jie Tang

Comments Accepted to ACL 2024

MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries

Mohamed Elgaar, Jiali Cheng, Nidhi Vakil, Hadi Amiri, Leo Anthony Celi

Comments In Findings of the Association for Computational Linguistics ACL 2024

Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy

Priyanka Mandikal

Comments Outstanding Paper at the Machine Learning for Ancient Languages Workshop, 2024.ml4al-1.23, Association for Computational Linguistics (ACL) 2024

Risks and NLP Design: A Case Study on Procedural Document QA

Nikita Haduong, Alice Gao, Noah A. Smith

Journal ref Findings of the Association for Computational Linguistics ACL (2023) 1248-1269

RePair: Automated Program Repair with Process-based Feedback

Yuze Zhao, Zhenya Huang, Yixiao Ma, Rui Li, Kai Zhang, Hao Jiang, Qi Liu, Linbo Zhu, Yu Su

Comments 15 pages, 13 figures

Journal ref ACL 2024 Findings

Semantic Skill Grounding for Embodied Instruction-Following in Cross-Domain Environments

Sangwoo Shin, Seunghyun Kim, Youngsoo Jang, Moontae Lee, Honguk Woo

Comments Findings of ACL-2024 Camera Ready Version

UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages

Trinh Pham, Khoi M. Le, Luu Anh Tuan

Comments First two authors contribute equally. Accepted at ACL 2024

Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues

Zhiyuan Chang, Mingyang Li, Yi Liu, Junjie Wang, Qing Wang, Yang Liu

Comments 13 pages, 6 figures

Journal ref The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)

Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models

Yuyan Chen, Chenwei Wu, Songzhou Yan, Panjun Liu, Haoyu Zhou, Yanghua Xiao

Comments Accepted to ACL 2024

REInstruct: Building Instruction Data from Unlabeled Corpus

Shu Chen, Xinyan Guan, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

Comments Accepted by ACL2024 Findings

Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation

Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Tharindu Madusanka, Iqra Zahid, Jiayan Zeng, Xiaochi Wang, Xinran He, Yizhi Li, Goran Nenadic

Comments Published on ACL 2024 Findings

Strong hallucinations from negation and how to fix them

Nicholas Asher, Swarnadeep Bhar

Comments Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Findings)

F-Eval: Assessing Fundamental Abilities with Refined Evaluation Methods

Yu Sun, Keyu Chen, Shujie Wang, Peiji Li, Qipeng Guo, Hang Yan, Xipeng Qiu, Xuanjing Huang, Dahua Lin

Comments ACL 2024

PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety

Zaibin Zhang, Yongting Zhang, Lijun Li, Hongzhi Gao, Lijun Wang, Huchuan Lu, Feng Zhao, Yu Qiao, Jing Shao

Comments ACL 2024

CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models

Linhao Yu, Yongqi Leng, Yufei Huang, Shang Wu, Haixin Liu, Xinmeng Ji, Jiahui Zhao, Jinwang Song, Tingting Cui, Xiaoqing Cheng, Tao Liu, Deyi Xiong

Comments Accepted by ACL 2024 (Findings)

Refining Packing and Shuffling Strategies for Enhanced Performance in Generative Language Models

Yanbing Chen, Ruilin Wang, Zihao Yang, Lavender Yao Jiang, Eric Karl Oermann

Comments 11 pages (include appendix), 26 figures, submitted to ACL ARR Aug 2024

InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers

Yakir Yehuda, Itzik Malkiel, Oren Barkan, Jonathan Weill, Royi Ronen, Noam Koenigstein

Journal ref https://aclanthology.org/2024.acl-long.506/

Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark

Chanjun Park, Hyeonwoo Kim, Dahyun Kim, Seonghwan Cho, Sanghoon Kim, Sukyung Lee, Yungi Kim, Hwalsuk Lee

Comments Accepted at ACL 2024 Main

LEGENT: Open Platform for Embodied Agents

Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu, Yuge Tu, Pengkai Li, Lei Shi, Zhiyuan Liu, Maosong Sun

Comments ACL 2024 System Demonstration

PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns

Yew Ken Chia, Vernon Toh Yan Han, Deepanway Ghosal, Lidong Bing, Soujanya Poria

Comments ACL 2024 Camera Ready

Proving membership in LLM pretraining data via data watermarks

Johnny Tian-Zheng Wei, Ryan Yixiang Wang, Robin Jia

Comments Findings of ACL 2024