EMNLP - arXivDaily 期刊&会议

2409.14247 2024-10-07 cs.CL cs.HC

Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models

Javier Chiyah-Garcia, Alessandro Suglia, Arash Eshghi

Comments Accepted to EMNLP'24 Main (Upcoming). Data and code at www.github.com/JChiyah/blockworld-repairs - for Bibtex see https://raw.githubusercontent.com/JChiyah/blockworld-repairs/refs/heads/main/citation.bib

2408.16090 2024-10-07 cs.LG

EPO: Hierarchical LLM Agents with Environment Preference Optimization

Qi Zhao, Haotian Fu, Chen Sun, George Konidaris

Comments EMNLP 2024

2408.13933 2024-10-07 cs.CL

MobileQuant: Mobile-friendly Quantization for On-device Language Models

Fuwen Tan, Royson Lee, Łukasz Dudziak, Shell Xu Hu, Sourav Bhattacharya, Timothy Hospedales, Georgios Tzimiropoulos, Brais Martinez

Comments EMNLP 2024 Findings. Code and models available: https://github.com/saic-fi/MobileQuant

2408.08226 2024-10-07 cs.AI

Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction

Yuqicheng Zhu, Nico Potyka, Mojtaba Nayyeri, Bo Xiong, Yunjie He, Evgeny Kharlamov, Steffen Staab

Comments Accepted as EMNLP'24 Finding

2408.05442 2024-10-07 cs.CL

Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering

Jiuheng Lin, Yuxuan Lai, Yansong Feng

Comments Findings of EMNLP 2024. https://github.com/Infinite-set/Chain-of-Condition

2407.17125 2024-10-07 cs.CL cs.LG

To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity

Anastasiia Sedova, Robert Litschko, Diego Frassinelli, Benjamin Roth, Barbara Plank

Comments EMNLP 2024 Findings

2407.15343 2024-10-07 cs.CL

Improving Minimum Bayes Risk Decoding with Multi-Prompt

David Heineman, Yao Dou, Wei Xu

Comments Accepted to EMNLP 2024

2407.14790 2024-10-07 cs.CL cs.AI

Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter?

Nemika Tyagi, Mihir Parmar, Mohith Kulkarni, Aswin RRV, Nisarg Patel, Mutsumi Nakamura, Arindam Mitra, Chitta Baral

Comments Accepted at EMNLP 2024 Main

2407.13297 2024-10-07 cs.CL

SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning

Joseph Marvin Imperial, Harish Tayyar Madabushi

Comments Camera-ready for EMNLP 2024 (Findings)

2407.08495 2024-10-07 cs.CL

Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024

Ilias Chalkidis

Comments accepted to EMNLP 2024 as a short paper

2407.02066 2024-10-07 cs.CL

BiasDora: Exploring Hidden Biased Associations in Vision-Language Models

Chahat Raj, Anjishnu Mukherjee, Aylin Caliskan, Antonios Anastasopoulos, Ziwei Zhu

Comments Accepted to EMNLP Findings 2024

2407.01687 2024-10-07 cs.CL cs.AI

Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning

Akshara Prabhakar, Thomas L. Griffiths, R. Thomas McCoy

Comments EMNLP 2024 Findings; 9 pages plus references and appendices

2407.00191 2024-10-07 cs.CL

MetaKP: On-Demand Keyphrase Generation

Di Wu, Xiaoxian Shen, Kai-Wei Chang

Comments EMNLP 2024 (Findings)

2406.19502 2024-10-07 cs.CL cs.AI

Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization

Miyoung Ko, Sue Hyun Park, Joonsuk Park, Minjoon Seo

Comments published at EMNLP 2024; code is available at https://github.com/kaistAI/knowledge-reasoning

2406.18895 2024-10-07 cs.CL

Can we teach language models to gloss endangered languages?

Michael Ginn, Mans Hulden, Alexis Palmer

Comments Accepted to EMNLP 2024 Findings

2406.17600 2024-10-07 cs.CL

"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?

Beiduo Chen, Xinpeng Wang, Siyao Peng, Robert Litschko, Anna Korhonen, Barbara Plank

Comments Accepted by EMNLP 2024 Findings, 24 pages, 9 figures

2406.16851 2024-10-07 cs.CL cs.AI cs.CV

Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts

Aditya Sharma, Michael Saxon, William Yang Wang

Comments Findings of EMNLP 2024

2406.15352 2024-10-07 cs.CL

A SMART Mnemonic Sounds like "Glue Tonic": Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick

Nishant Balepur, Matthew Shu, Alexander Hoyle, Alison Robey, Shi Feng, Seraphina Goldfarb-Tarrant, Jordan Boyd-Graber

Comments EMNLP 2024

2406.14155 2024-10-07 cs.CL

Aligning Large Language Models with Diverse Political Viewpoints

Dominik Stammbach, Philine Widmer, Eunjung Cho, Caglar Gulcehre, Elliott Ash

Comments accepted at EMNLP 2024 main as a short paper

2406.13692 2024-10-07 cs.CL

Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation

Di Wu, Jia-Chen Gu, Fan Yin, Nanyun Peng, Kai-Wei Chang

Comments EMNLP 2024

2406.13444 2024-10-07 cs.CL cs.CV

VDebugger: Harnessing Execution Feedback for Debugging Visual Programs

Xueqing Wu, Zongyu Lin, Songyan Zhao, Te-Lin Wu, Pan Lu, Nanyun Peng, Kai-Wei Chang

Comments EMNLP 2024 Findings

2406.12680 2024-10-07 cs.CL

Measuring Psychological Depth in Language Models

Fabrice Harel-Canada, Hanyu Zhou, Sreya Muppalla, Zeynep Yildiz, Miryung Kim, Amit Sahai, Nanyun Peng

Comments EMNLP 2024

2406.12084 2024-10-07 cs.CL cs.AI

When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives

Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Wenlin Yao, Hassan Foroosh, Dong Yu, Fei Liu

Comments Accepted to Main conference of EMNLP 2024

2406.12016 2024-10-07 cs.LG cs.CL

Prefixing Attention Sinks can Mitigate Activation Outliers for Large Language Model Quantization

Seungwoo Son, Wonpyo Park, Woohyun Han, Kyuyeun Kim, Jaeho Lee

Comments EMNLP 2024 Main (Long)

2406.11827 2024-10-07 cs.CL cs.AI cs.LG

WPO: Enhancing RLHF with Weighted Preference Optimization

Wenxuan Zhou, Ravi Agrawal, Shujian Zhang, Sathish Reddy Indurthi, Sanqiang Zhao, Kaiqiang Song, Silei Xu, Chenguang Zhu

Comments EMNLP 2024

2406.11687 2024-10-07 cs.CL

Tokenization Falling Short: On Subword Robustness in Large Language Models

Yekun Chai, Yewei Fang, Qiwei Peng, Xuhong Li

Comments EMNLP 2024 Findings

2406.11149 2024-10-07 cs.CL cs.CR

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory

Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song

Comments Accepted by EMNLP 2024

2406.11050 2024-10-07 cs.CL cs.AI

A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners

Bowen Jiang, Yangxinyu Xie, Zhuoqun Hao, Xiaomeng Wang, Tanwi Mallick, Weijie J. Su, Camillo J. Taylor, Dan Roth

Comments This paper has been accepted at EMNLP 2024

2406.10085 2024-10-07 cs.CL

Enhancing Question Answering on Charts Through Effective Pre-training Tasks

Ashim Gupta, Vivek Gupta, Shuo Zhang, Yujie He, Ning Zhang, Shalin Shah

Comments Accepted in the BlackboxNLP workshop at EMNLP 2024

2406.09206 2024-10-07 cs.CL cs.AI cs.LG

Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models

Christopher Schröder, Gerhard Heyer

Comments Accepted to EMNLP 2024