EMNLP - arXivDaily 期刊&会议

2409.05653 2024-10-08 cs.CL

WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case

Vagrant Gautam, Julius Steuer, Eileen Bingert, Ray Johns, Anne Lauscher, Dietrich Klakow

Comments Workshop on Computational Models of Reference, Anaphora and Coreference at EMNLP 2024

2408.14866 2024-10-08 cs.CL cs.CR cs.LG

Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models

Hongfu Liu, Yuxi Xie, Ye Wang, Michael Shieh

Comments Accepted to the EMNLP 2024

2408.12060 2024-10-08 cs.CL cs.AI

Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

Ronit Singhal, Pransh Patwa, Parth Patwa, Aman Chadha, Amitava Das

Comments Accepted in The Seventh FEVER Workshop at EMNLP 2024

2408.08411 2024-10-08 cs.CL

Rater Cohesion and Quality from a Vicarious Perspective

Deepak Pandita, Tharindu Cyril Weerasooriya, Sujan Dutta, Sarah K. Luger, Tharindu Ranasinghe, Ashiqur R. KhudaBukhsh, Marcos Zampieri, Christopher M. Homan

Comments Accepted at EMNLP 2024 Findings

2407.13248 2024-10-08 cs.CL

Are Large Language Models Capable of Generating Human-Level Narratives?

Yufei Tian, Tenghao Huang, Miri Liu, Derek Jiang, Alexander Spangher, Muhao Chen, Jonathan May, Nanyun Peng

Comments EMNLP 2024

2407.03993 2024-10-08 cs.CL

A Survey on Natural Language Counterfactual Generation

Yongjie Wang, Xiaoqi Qiu, Yu Yue, Xu Guo, Zhiwei Zeng, Yuhong Feng, Zhiqi Shen

Comments Accepted by EMNLP 2024 Findings

2407.02483 2024-10-08 cs.CL cs.AI

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent

Binxu Li, Tiankai Yan, Yuanting Pan, Jie Luo, Ruiyang Ji, Jiayuan Ding, Zhe Xu, Shilong Liu, Haoyu Dong, Zihao Lin, Yixin Wang

Comments EMNLP 2024

2407.01470 2024-10-08 cs.CL

DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging

Tzu-Han Lin, Chen-An Li, Hung-yi Lee, Yun-Nung Chen

Comments In the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). The code for our work is available at: https://github.com/MiuLab/DogeRM

2407.00938 2024-10-08 cs.CL cs.CY

MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education

Naiming Liu, Shashank Sonkar, Myco Le, Richard Baraniuk

Comments Accepted at EMNLP 2024 Findings Track

2406.17404 2024-10-08 cs.CL cs.LG

Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training

Yixuan Wang, Xianzhen Luo, Fuxuan Wei, Yijun Liu, Qingfu Zhu, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che

Comments EMNLP 2024, camera ready

2406.12618 2024-10-08 cs.CL

From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP

Marius Mosbach, Vagrant Gautam, Tomás Vergara-Browne, Dietrich Klakow, Mor Geva

Comments EMNLP 2024

2406.12232 2024-10-08 cs.AI cs.CL

"You Gotta be a Doctor, Lin": An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations

Huy Nghiem, John Prindle, Jieyu Zhao, Hal Daumé

Comments EMNLP 2024, 20 pages

2406.12050 2024-10-08 cs.CL

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning

Zhihan Zhang, Tao Ge, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang

Comments Accepted to the main conference of EMNLP 2024; v3 fixes several typos, incorrect section numbers, and missing references to Appendix sections in v2

2406.11598 2024-10-08 cs.CL cs.CY

Understanding "Democratization" in NLP and ML Research

Arjun Subramonian, Vagrant Gautam, Dietrich Klakow, Zeerak Talat

Comments EMNLP 2024

2406.02925 2024-10-08 eess.AS cs.AI cs.CL cs.LG cs.SD

Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition

Hsuan Su, Hua Farn, Fan-Yun Sun, Shang-Tse Chen, Hung-yi Lee

Comments EMNLP 2024

2406.01171 2024-10-08 cs.CL

Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

Yu-Min Tseng, Yu-Chao Huang, Teng-Yun Hsiao, Wei-Lin Chen, Chao-Wei Huang, Yu Meng, Yun-Nung Chen

Comments Accepted to EMNLP 2024 Findings

2405.19723 2024-10-08 cs.CV cs.AI

Encoding and Controlling Global Semantics for Long-form Video Question Answering

Thong Thanh Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy T Nguyen, See-Kiong Ng, Anh Tuan Luu

Comments Accepted to the main EMNLP 2024 conference

2405.15067 2024-10-08 cs.CL

Promoting Constructive Deliberation: Reframing for Receptiveness

Gauri Kambhatla, Matthew Lease, Ashwin Rajadesingan

Comments Accepted at EMNLP Findings 2024

2404.15156 2024-10-08 cs.CL

Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning

Shashank Sonkar, Naiming Liu, Richard G. Baraniuk

Comments Accepted at EMNLP 2024 Findings Track

2404.13627 2024-10-08 cs.CL cs.AI

NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding

Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song

Comments Accepted to EMNLP 2024 findings. Dataset: https://github.com/HKUST-KnowComp/NegotiationToM

2404.03134 2024-10-08 cs.CL cs.CY

Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?

Vagrant Gautam, Eileen Bingert, Dawei Zhu, Anne Lauscher, Dietrich Klakow

Comments Transactions of the Association for Computational Linguistics (presented at EMNLP 2024)

2403.11456 2024-10-08 cs.CL cs.AI cs.SI

HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models

Huy Nghiem, Hal Daumé

Comments EMNLP 2024 Findings

2402.17302 2024-10-08 cs.CL

Can LLM Generate Culturally Relevant Commonsense QA Data? Case Study in Indonesian and Sundanese

Rifki Afina Putri, Faiz Ghifari Haznitrama, Dea Adhista, Alice Oh

Comments EMNLP 2024 Camera-Ready

2402.16973 2024-10-08 cs.AI cs.CL cs.HC

Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections

Lingjun Zhao, Khanh Nguyen, Hal Daumé

Comments EMNLP 2024

2402.11728 2024-10-08 cs.CL cs.LG q-fin.CP

Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis

Agam Shah, Arnav Hiray, Pratvi Shah, Arkaprabha Banerjee, Anushka Singh, Dheeraj Eidnani, Sahasra Chava, Bhaskar Chaudhury, Sudheer Chava

Comments Accepted at The Seventh FEVER Workshop EMNLP 2024

2402.05000 2024-10-08 cs.CL

Pedagogical Alignment of Large Language Models

Shashank Sonkar, Kangqi Ni, Sapana Chaudhary, Richard G. Baraniuk

Comments Accepted at EMNLP 2024 Findings Track

2401.10019 2024-10-08 cs.CL cs.AI

R-Judge: Benchmarking Safety Risk Awareness for LLM Agents

Tongxin Yuan, Zhiwei He, Lingzhong Dong, Yiming Wang, Ruijie Zhao, Tian Xia, Lizhen Xu, Binglin Zhou, Fangqi Li, Zhuosheng Zhang, Rui Wang, Gongshen Liu

Comments EMNLP Findings 2024

2401.04700 2024-10-08 cs.CL

Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue

Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, Pan Lu, Zhen-Hua Ling, Kai-Wei Chang, Nanyun Peng

Comments Accepted by EMNLP 2024

2312.07401 2024-10-08 cs.AI

On Diversified Preferences of Large Language Model Alignment

Dun Zeng, Yong Dai, Pengyu Cheng, Longyue Wang, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu

Comments EMNLP 2024

2311.08695 2024-10-08 cs.LG cs.CL cs.CV

Attribute Diversity Determines the Systematicity Gap in VQA

Ian Berlot-Attwell, Kumar Krishna Agrawal, A. Michael Carrell, Yash Sharma, Naomi Saphra

Comments 36 pages, 27 figures, EMNLP 2024