EMNLP - arXivDaily 期刊&会议

2409.19401 2024-10-01 cs.CL cs.IR

Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs

Zheng Wang, Zhongyang Li, Zeren Jiang, Dandan Tu, Wei Shi

Comments This paper has been accepted by EMNLP 2024

2409.19270 2024-10-01 cs.SD cs.AI eess.AS

OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation

Tanvir Mahmud, Diana Marculescu

Comments Accepted in EMNLP 2024 Main

2409.16909 2024-10-01 cs.CL cs.AI

Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering

Wanqi Yang, Yanda Li, Meng Fang, Ling Chen

Comments Accepted by EMNLP 2024 Findings

2409.16682 2024-10-01 cs.CL

SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA

Siyue Zhang, Anh Tuan Luu, Chen Zhao

Comments EMNLP 2024

2409.16668 2024-10-01 cs.CL

Topic-aware Causal Intervention for Counterfactual Detection

Thong Nguyen, Truc-My Nguyen

Comments Accepted to the 4th EMNLP-NLP4DH 2024 workshop

2409.14744 2024-10-01 cs.CL

LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs

Sihui Yang, Keping Bi, Wanqing Cui, Jiafeng Guo, Xueqi Cheng

Comments Published as a conference paper at EMNLP Findings 2024

2409.03256 2024-10-01 cs.CL cs.AI

E2CL: Exploration-based Error Correction Learning for Embodied Agents

Hanlin Wang, Chak Tou Leong, Jian Wang, Wenjie Li

Comments Accepted by EMNLP 2024

2407.14767 2024-10-01 cs.CL cs.AI

I Need Help! Evaluating LLM's Ability to Ask for Users' Support: A Case Study on Text-to-SQL Generation

Cheng-Kuang Wu, Zhi Rui Tam, Chao-Chung Wu, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen

Comments Accepted by EMNLP 2024 Main Conference

2407.10385 2024-10-01 cs.CL cs.AI cs.CV cs.LG

By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting

Hyungjun Yoon, Biniyam Aschalew Tolera, Taesik Gong, Kimin Lee, Sung-Ju Lee

Comments Accepted to the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024) Main

2407.00693 2024-10-01 cs.AI cs.CL cs.LG

BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization

Gihun Lee, Minchan Jeong, Yujin Kim, Hojung Jung, Jaehoon Oh, Sangmook Kim, Se-Young Yun

Comments The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)

2406.17982 2024-10-01 cs.CL

EDEN: Empathetic Dialogues for English learning

Li Siyan, Teresa Shao, Zhou Yu, Julia Hirschberg

Comments Accepted into EMNLP Findings

2406.14511 2024-10-01 cs.CL

Investigating Mysteries of CoT-Augmented Distillation

Somin Wadhwa, Silvio Amir, Byron C. Wallace

Comments Accepted to EMNLP 2024

2406.12830 2024-10-01 cs.CL

What Are the Odds? Language Models Are Capable of Probabilistic Reasoning

Akshay Paruchuri, Jake Garrison, Shun Liao, John Hernandez, Jacob Sunshine, Tim Althoff, Xin Liu, Daniel McDuff

Comments EMNLP 2024 (Main), 21 pages, 9 figures, 2 tables

2406.12585 2024-10-01 cs.CL cs.AI

Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling

Yao-Ching Yu, Chun-Chih Kuo, Ziqi Ye, Yu-Cheng Chang, Yueh-Se Li

Comments Accepted to EMNLP 2024

2406.11263 2024-10-01 cs.CL cs.AI

Understanding the Collapse of LLMs in Model Editing

Wanli Yang, Fei Sun, Jiajun Tan, Xinyu Ma, Du Su, Dawei Yin, Huawei Shen

Comments Accepted at Findings of EMNLP 2024 (Camera-Ready Version)

2406.11065 2024-10-01 cs.CL

Can LLMs Understand the Implication of Emphasized Sentences in Dialogue?

Guan-Ting Lin, Hung-yi Lee

Comments Accepted by EMNLP 2024 Findings

2406.10851 2024-10-01 cs.CL

Leading Whitespaces of Language Models' Subword Vocabulary Pose a Confound for Calculating Word Probabilities

Byung-Doh Oh, William Schuler

Comments EMNLP 2024

2406.10833 2024-10-01 cs.CL

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery

Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, Jiawei Han

Comments 35 pages; Accepted to EMNLP 2024 (Project Page: https://github.com/yuzhimanhua/Awesome-Scientific-Language-Models)

2406.10173 2024-10-01 cs.CL

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce

Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Junxian He, Yangqiu Song

Comments Findings of EMNLP 2024

2406.09330 2024-10-01 cs.CL

Learning from Natural Language Explanations for Generalizable Entity Matching

Somin Wadhwa, Adit Krishnan, Runhui Wang, Byron C. Wallace, Chris Kong

Comments Accepted to EMNLP 2024

2406.08958 2024-10-01 cs.LG

An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records

Joakim Edin, Maria Maistro, Lars Maaløe, Lasse Borgholt, Jakob D. Havtorn, Tuukka Ruotsalo

Comments Accepted to EMNLP 2024 Main

2405.20215 2024-10-01 cs.CL

TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models

Chen Zhang, Chengguang Tang, Dading Chong, Ke Shi, Guohua Tang, Feng Jiang, Haizhou Li

Comments EMNLP-2024 Findings

2404.11095 2024-10-01 cs.CL cs.AI

Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues

Jiao Ou, Jiayu Wu, Che Liu, Fuzheng Zhang, Di Zhang, Kun Gai

Comments Accepted at EMNLP 2024 Main Conference

2403.08424 2024-10-01 cs.CR cs.AI cs.CL

Distract Large Language Models for Automatic Jailbreak Attack

Zeguan Xiao, Yan Yang, Guanhua Chen, Yun Chen

Comments EMNLP 2024

2403.03419 2024-10-01 cs.CL cs.AI

Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization

Shitong Duan, Xiaoyuan Yi, Peng Zhang, Yan Liu, Zheng Liu, Tun Lu, Xing Xie, Ning Gu

Comments Accepted by EMNLP 2024(Findings)

2402.14320 2024-10-01 cs.CL cs.AI

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering

Chang Zong, Yuchen Yan, Weiming Lu, Jian Shao, Eliot Huang, Heng Chang, Yueting Zhuang

Comments 8 pages, Accepted by EMNLP 2024

2401.10065 2024-10-01 cs.CL

Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs

Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych

Comments EMNLP Main 2024. Code, prompt templates, prompts, and outputs are publicly available at https://github.com/UKPLab/arxiv2024-conditional-reasoning-llms

2409.18647 2024-09-30 cs.CL

HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents

T. Y. S. S. Santosh, Apolline Isaia, Shiyu Hong, Matthias Grabmair

Comments Accepted to EMNLP 2024 Findings

2409.18645 2024-09-30 cs.CL

The Craft of Selective Prediction: Towards Reliable Case Outcome Classification -- An Empirical Study on European Court of Human Rights Cases

T. Y. S. S. Santosh, Irtiza Chowdhury, Shanshan Xu, Matthias Grabmair

Comments Accepted to EMNLP Findings

2409.18644 2024-09-30 cs.CL

Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases

T. Y. S. S. Santosh, Mohamed Hesham Elganayni, Stanisław Sójka, Matthias Grabmair

Comments Accepted to EMNLP Findings