EMNLP - arXivDaily 期刊&会议

2305.19926 2024-10-07 cs.CL

Revisiting the Reliability of Psychological Scales on Large Language Models

Jen-tse Huang, Wenxiang Jiao, Man Ho Lam, Eric John Li, Wenxuan Wang, Michael R. Lyu

Comments EMNLP Main 2024; 10 pages of main text; 10 pages of appendices;

2407.02233 2024-10-07 cs.CL cs.AI cs.LG

Synthetic Multimodal Question Generation

Ian Wu, Sravan Jayanthi, Vijay Viswanathan, Simon Rosenberg, Sina Pakazad, Tongshuang Wu, Graham Neubig

Comments Accepted to EMNLP 2024 Findings; Camera Ready

2407.00087 2024-10-07 cs.AI cs.CL cs.LG

ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback

Ju-Seung Byun, Jiyun Chun, Jihyung Kil, Andrew Perrault

Comments Accepted to EMNLP 2024

2410.02657 2024-10-04 cs.CL cs.CY

Hate Personified: Investigating the role of LLMs in content moderation

Sarah Masud, Sahajpreet Singh, Viktor Hangya, Alexander Fraser, Tanmoy Chakraborty

Comments 17 pages, 6 Figures, 13 Tables, EMNLP'24 Mains

2410.02584 2024-10-04 cs.CL cs.CY

Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions

Angana Borah, Rada Mihalcea

Comments Accepted to EMNLP Findings 2024

2410.02503 2024-10-04 cs.CL cs.AI

Mixed-Session Conversation with Egocentric Memory

Jihyoung Jang, Taeyoung Kim, Hyounghun Kim

Comments EMNLP Findings 2024 (30 pages); Project website: https://mixed-session.github.io/

2410.02499 2024-10-04 cs.CL

Defining Knowledge: Bridging Epistemology and Large Language Models

Constanza Fierro, Ruchira Dhar, Filippos Stamatiou, Nicolas Garneau, Anders Søgaard

Comments EMNLP 2024

2410.02441 2024-10-04 cs.CL

Embedded Topic Models Enhanced by Wikification

Takashi Shibuya, Takehito Utsuro

Comments Accepted at EMNLP 2024 Workshop NLP for Wikipedia

2410.02428 2024-10-04 cs.CL cs.AI

Collective Critics for Creative Story Generation

Minwook Bae, Hyounghun Kim

Comments EMNLP 2024 (36 pages)

2410.02324 2024-10-04 cs.LG

Automated Tone Transcription and Clustering with Tone2Vec

Yi Yang, Yiming Wang, ZhiQiang Tang, Jiahong Yuan

Comments Accepted by EMNLP 2024 Findings

2410.02308 2024-10-04 cs.CL

Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models

Rui Meng, Ye Liu, Lifu Tu, Daqing He, Yingbo Zhou, Semih Yavuz

Comments EMNLP 2024

2410.02297 2024-10-04 cs.CL

Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis

Yongsik Seo, Sungwon Song, Ryang Heo, Jieyong Kim, Dongha Lee

Comments Accepted at EMNLP 2024 (Findings, long paper)

2410.02184 2024-10-04 cs.LG cs.CL cs.SE

CodeJudge: Evaluating Code Generation with Large Language Models

Weixi Tong, Tianyi Zhang

Comments Accepted to EMNLP 2024 (Main, Long Paper)

2410.01946 2024-10-04 cs.CL

SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics

Zhiwen You, Kanyao Han, Haotian Zhu, Bertram Ludäscher, Jana Diesner

Comments EMNLP 2024 Main

2410.01518 2024-10-04 cs.CL cs.LG

InfiniPot: Infinite Context Processing on Memory-Constrained LLMs

Minsoo Kim, Kyuhong Shim, Jungwook Choi, Simyung Chang

Comments EMNLP 2024 Main

2409.03650 2024-10-04 cs.LG cs.CL

On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization

Yong Lin, Skyler Seto, Maartje ter Hoeve, Katherine Metcalf, Barry-John Theobald, Xuan Wang, Yizhe Zhang, Chen Huang, Tong Zhang

Comments 12 pages, 8 tables, 3 figures; Paper Accepted at EMNLP Findings 2024

2408.12168 2024-10-04 cs.CL

FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation

KaShun Shum, Minrui Xu, Jianshu Zhang, Zixin Chen, Shizhe Diao, Hanze Dong, Jipeng Zhang, Muhammad Omer Raza

Comments EMNLP 2024

2408.03560 2024-10-04 cs.LG stat.ML

In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models

Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Nicholas Asher, Brian Lim, Philippe Muller, Nancy F. Chen

Comments EMNLP 2024 - Findings

2407.12402 2024-10-04 cs.CL

TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish

Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Şenel, Anna Korhonen, Hinrich Schütze

Comments EMNLP 2024 - Findings

2407.07565 2024-10-04 cs.CL

On Leakage of Code Generation Evaluation Datasets

Alexandre Matton, Tom Sherborne, Dennis Aumiller, Elena Tommasone, Milad Alizadeh, Jingyi He, Raymond Ma, Maxime Voisin, Ellen Gilsenan-McMahon, Matthias Gallé

Comments EMNLP 2024 Findings. 5 main pages, 9 in total

2407.07071 2024-10-04 cs.CL cs.AI cs.LG

Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps

Yung-Sung Chuang, Linlu Qiu, Cheng-Yu Hsieh, Ranjay Krishna, Yoon Kim, James Glass

Comments EMNLP 2024 main conference long paper. The source code is available at https://github.com/voidism/Lookback-Lens

2407.07053 2024-10-04 cs.CV

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Wenqi Zhang, Zhenglin Cheng, Yuanyu He, Mengna Wang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Mingqian He, Yanna Ma, Weiming Lu, Yueting Zhuang

Comments The paper is accepted by EMNLP-24. Code: https://github.com/zwq2018/Multi-modal-Self-instruct dataset: https://huggingface.co/datasets/zwq2018/Multi-modal-Self-instruct Leaderboard: https://multi-modal-self-instruct.github.io/

2407.04069 2024-10-04 cs.CL cs.AI cs.LG

A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Md Tahmid Rahman Laskar, Sawsan Alqahtani, M Saiful Bari, Mizanur Rahman, Mohammad Abdullah Matin Khan, Haidar Khan, Israt Jahan, Amran Bhuiyan, Chee Wei Tan, Md Rizwan Parvez, Enamul Hoque, Shafiq Joty, Jimmy Huang

Comments Accepted at EMNLP 2024 (Main Conference)

2407.01300 2024-10-04 cs.CL cs.AI cs.LG

Collaborative Performance Prediction for Large Language Models

Qiyuan Zhang, Fuyuan Lyu, Xue Liu, Chen Ma

Comments In Proceedings of EMNLP 2024 Main Track

2406.19650 2024-10-04 cs.CL

DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting

Xuanming Zhang, Anthony Diaz, Zixun Chen, Qingyang Wu, Kun Qian, Erik Voss, Zhou Yu

Comments EMNLP 2024 Main, 23 pages, 5 figures, 20 tables

2406.18725 2024-10-04 cs.LG cs.CL

Jailbreaking LLMs with Arabic Transliteration and Arabizi

Mansour Al Ghanim, Saleh Almohaimeed, Mengxin Zheng, Yan Solihin, Qian Lou

Comments Accepted by EMNLP 2024

2406.18256 2024-10-04 cs.CL

Llamipa: An Incremental Discourse Parser

Kate Thompson, Akshay Chaturvedi, Julie Hunter, Nicholas Asher

Comments EMNLP 2024 Findings

2406.18002 2024-10-04 cs.CL cs.AI

Decoding with Limited Teacher Supervision Requires Understanding When to Trust the Teacher

Hyunjong Ok, Jegwang Ryu, Jaeho Lee

Comments 17 pages, 7 figures, EMNLP 2024

2406.17419 2024-10-04 cs.CL cs.AI

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

Minzheng Wang, Longze Chen, Cheng Fu, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li

Comments EMNLP 2024 Main. We release our code and data publicly at https://github.com/MozerWang/Loong

2406.17233 2024-10-04 cs.SE cs.CL

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement

Yunlong Feng, Dechuan Teng, Yang Xu, Honglin Mu, Xiao Xu, Libo Qin, Qingfu Zhu, Wanxiang Che

Comments EMNLP 2024 Findings