EMNLP - arXivDaily 期刊&会议

2401.13586 2024-10-15 cs.LG cs.AI cs.CL

Instruction Fine-Tuning: Does Prompt Loss Matter?

Mathew Huerta-Enochian, Seung Yong Ko

Comments EMNLP 2024: Camera-ready version

2312.14069 2024-10-15 cs.CL cs.SD eess.AS

EmphAssess : a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech Models

Maureen de Seyssel, Antony D'Avirro, Adina Williams, Emmanuel Dupoux

Comments Accepted at EMNLP 2024 (Main)

2311.08389 2024-10-15 cs.CL cs.AI

PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer

Huashan Sun, Yixiao Wu, Yuhao Ye, Yizhe Yang, Yinghao Li, Jiawei Li, Yang Gao

Comments EMNLP 2024 Findings

2410.09992 2024-10-15 cs.CL

Evaluating Gender Bias of LLMs in Making Morality Judgements

Divij Bajaj, Yuanyuan Lei, Jonathan Tong, Ruihong Huang

Comments Accepted by EMNLP Findings 2024

2410.09776 2024-10-15 cs.CV cs.CL

ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos

Arpan Phukan, Manish Gupta, Asif Ekbal

Comments Accepted in EMNLP 2024, https://openreview.net/forum?id=CriKOn01dI

2410.09770 2024-10-15 cs.CL cs.AI cs.DL cs.LG

'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews

Sandeep Kumar, Mohit Sahu, Vardhan Gacche, Tirthankar Ghosal, Asif Ekbal

Comments EMNLP Main, 17 pages, 5 figures, 9 tables

2410.09649 2024-10-15 cs.CV cs.CL cs.LG

Learning the Bitter Lesson: Empirical Evidence from 20 Years of CVPR Proceedings

Mojtaba Yousefi, Jack Collins

Comments NLP4Sceince Workshop, EMNLP 2024

2410.09629 2024-10-15 cs.CL cs.AI cs.IR cs.LG

Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models

Jiaxin Zhang, Wendi Cui, Yiran Huang, Kamalika Das, Sricharan Kumar

Comments EMNLP 2024 main conference long paper

2410.09623 2024-10-15 cs.CL

Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation

David Beauchemin, Zachary Gagnon, Ricahrd Khoury

Comments Accepted to NLLP 2024 EMNLP workshop

2410.09541 2024-10-15 cs.CL cs.AI

LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning

Jiachun Li, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Jun Zhao

Comments Accepted by EMNLP 2024 Findings

2410.09527 2024-10-15 cs.CL

LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English

T. Y. S. S. Santosh, Cornelius Weiss, Matthias Grabmair

Comments Accepted to NLLP Workshop, EMNLP 2024

2410.09489 2024-10-15 cs.CL

Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks

Sungkyung Kim, Adam Lee, Junyoung Park, Andrew Chung, Jusang Oh, Jay-Yoon Lee

Comments EMNLP 2024 Findings

2410.09350 2024-10-15 cs.CL cs.AI

Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation

Jinyoung Park, Minseok Joo, Joo-Kyung Kim, Hyunwoo J. Kim

Comments EMNLP (main)

2410.09087 2024-10-15 cs.AI cs.CL cs.LG

Mechanistic?

Naomi Saphra, Sarah Wiegreffe

Comments Equal contribution. Position paper. Accepted for presentation at the BlackBoxNLP workshop at EMNLP 2024

2410.06328 2024-10-15 cs.CL cs.AI cs.LG

Auto-Evolve: Enhancing Large Language Model's Performance via Self-Reasoning Framework

Krishna Aswani, Huilin Lu, Pranav Patankar, Priya Dhalwani, Iris Tan, Jayant Ganeshmohan, Simon Lacasse

Comments Accepted at EMNLP 2024

2410.03798 2024-10-15 cs.CL cs.SD eess.AS

Self-Powered LLM Modality Expansion for Large Speech-Text Models

Tengfei Yu, Xuebo Liu, Zhiyi Hou, Liang Ding, Dacheng Tao, Min Zhang

Comments Accepted to EMNLP 2024

2409.10728 2024-10-15 cs.CL cs.AI cs.IT math.IT

Generalized Measures of Anticipation and Responsivity in Online Language Processing

Mario Giulianelli, Andreas Opedal, Ryan Cotterell

Comments Findings of the Association for Computational Linguistics: EMNLP 2024

2408.11305 2024-10-15 cs.CV cs.AI

UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation

Xiangyu Zhao, Yuehan Zhang, Wenlong Zhang, Xiao-Ming Wu

Comments Accepted by EMNLP 2024, main conference

2407.05975 2024-10-15 cs.CL cs.AI

LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages

Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan

Comments EMNLP 2024 findings

2407.04965 2024-10-15 cs.CL

Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression

Zhichao Xu, Ashim Gupta, Tao Li, Oliver Bentham, Vivek Srikumar

Comments Findings of EMNLP 2024

2407.03211 2024-10-15 cs.CL cs.LG

How Does Quantization Affect Multilingual LLMs?

Kelly Marchisio, Saurabh Dash, Hongyu Chen, Dennis Aumiller, Ahmet Üstün, Sara Hooker, Sebastian Ruder

Comments Findings of EMNLP 2024 Camera-Ready

2406.19949 2024-10-15 cs.CL

Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring

Jiazheng Li, Hainiu Xu, Zhaoyue Sun, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He

Comments Accepted at EMNLP 2024

2406.16048 2024-10-15 cs.IR

Evaluating D-MERIT of Partial-annotation on Information Retrieval

Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg

Comments Accepted to EMNLP 2024 main track. Our dataset can be downloaded from https://D-MERIT.github.io

2406.14561 2024-10-15 cs.CL

How to Compute the Probability of a Word

Tiago Pimentel, Clara Meister

Comments Camera ready version for EMNLP 2024. Our code is available in https://github.com/tpimentelms/probability-of-a-word

2406.11370 2024-10-15 cs.CL cs.AI cs.CY cs.LG

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments

Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulić, Anna Korhonen

Comments EMNLP 2024

2406.10701 2024-10-15 cs.CL

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding

Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, Yangqiu Song

Comments EMNLP 2024 main conference

2403.13583 2024-10-15 cs.SE cs.CL cs.LG

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing

Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang

Comments Accepted by EMNLP 2024 main conference, long paper

2403.03102 2024-10-15 cs.CL cs.AI

"In Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning

Chuanqi Cheng, Quan Tu, Shuo Shang, Cunli Mao, Zhengtao Yu, Wei Wu, Rui Yan

Comments Accepted by EMNLP 2024

2402.18216 2024-10-15 cs.CL

LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History

Akash Gupta, Ivaxi Sheth, Vyas Raina, Mark Gales, Mario Fritz

Comments 20 pages, 13 figures, 20 tables, EMNLP Main Conference 2024

2402.11409 2024-10-15 cs.CL

Multi-dimensional Evaluation of Empathetic Dialog Responses

Zhichao Xu, Jiepu Jiang

Comments Findings of EMNLP 2024