EMNLP - arXivDaily 期刊&会议

2407.13647 2024-10-02 cs.CL cs.AI

Weak-to-Strong Reasoning

Yuqing Yang, Yan Ma, Pengfei Liu

Comments EMNLP Findings 2024

2407.12857 2024-10-02 cs.CL cs.DL cs.IR

Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis

Jianxiang Yu, Zichen Ding, Jiaqi Tan, Kangyang Luo, Zhenmin Weng, Chenghua Gong, Long Zeng, Renjing Cui, Chengcheng Han, Qiushi Sun, Zhiyong Wu, Yunshi Lan, Xiang Li

Comments Accepted by EMNLP 2024

2406.17328 2024-10-02 cs.CL cs.AI

Dual-Space Knowledge Distillation for Large Language Models

Songming Zhang, Xue Zhang, Zengkui Sun, Yufeng Chen, Jinan Xu

Comments The camera-ready version for EMNLP 2024 main conference. 17 pages, 11 figures, code available at: https://github.com/songmzhang/DSKD

2406.12269 2024-10-02 cs.CL

Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization

Kwangwook Seo, Jinyoung Yeo, Dongha Lee

Comments Accepted to EMNLP 2024 Findings

2405.17633 2024-10-02 cs.CL

HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs

Jocelyn Shen, Joel Mire, Hae Won Park, Cynthia Breazeal, Maarten Sap

Comments Accepted to EMNLP 2024

2405.05904 2024-10-02 cs.CL

Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?

Zorik Gekhman, Gal Yona, Roee Aharoni, Matan Eyal, Amir Feder, Roi Reichart, Jonathan Herzig

Comments Accepted as a long paper at EMNLP 2024

2405.01453 2024-10-02 cs.AI cs.LG

Creative Problem Solving in Large Language and Vision Models -- What Would it Take?

Lakshmi Nair, Evana Gizzi, Jivko Sinapov

Comments Accepted to EMNLP 2024 Findings

2404.18384 2024-10-02 cs.CL

Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions

Jordan Meadows, Tamsin James, Andre Freitas

Comments EMNLP 2024 (Findings)

2404.10774 2024-10-02 cs.CL cs.AI

MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents

Liyan Tang, Philippe Laban, Greg Durrett

Comments EMNLP 2024

2403.17146 2024-10-02 cs.CL

Outcome-Constrained Large Language Models for Countering Hate Speech

Lingzi Hong, Pengcheng Luo, Eduardo Blanco, Xiaoying Song

Comments Accepted for presentation at the EMNLP 2024 main conference

2312.01314 2024-10-02 cs.CL

NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian

Peng Liu, Lemei Zhang, Terje Farup, Even W. Lauvrak, Jon Espen Ingvaldsen, Simen Eide, Jon Atle Gulla, Zhirong Yang

Comments Accepted at EMNLP 2024 Main Conference. Code available at https://github.com/Smartmedia-AI/NorGLM/

2311.18711 2024-10-02 cs.CL

Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language Modeling

Matúš Pikuliak, Andrea Hrckova, Stefan Oresko, Marián Šimko

Comments EMNLP 2024 Findings

2311.08369 2024-10-02 cs.CL

How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection

Ryuto Koike, Masahiro Kaneko, Naoaki Okazaki

Comments EMNLP 2024 Findings camera ready. Dataset available at https://github.com/ryuryukke/HowYouPromptMatters

2305.13214 2024-10-02 cs.CL

Atomic Inference for NLI with Generated Facts as Atoms

Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Oana-Maria Camburu, Marek Rei

Comments Accepted at EMNLP 2024

2409.20429 2024-10-01 cs.CL cs.CV

HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding

Fan Yuan, Chi Qin, Xiaogang Xu, Piji Li

Comments Accepted at Main Conference of EMNLP 2024

2409.20428 2024-10-01 cs.CL

Decoding the Echoes of Vision from fMRI: Memory Disentangling for Past Semantic Information

Runze Xia, Congchi Yin, Piji Li

Comments Accepted at Main Conference of EMNLP 2024

2409.20424 2024-10-01 cs.CV cs.AI

World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering

Jiacong Wang, Bohong Wu, Haiyong Jiang, Xun Zhou, Xin Xiao, Haoyuan Guo, Jun Xiao

Comments Accepted at EMNLP 2024 Main Conference, 16pages

2409.20243 2024-10-01 cs.CL

PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling

Huachuan Qiu, Lizhi Ma, Zhenzhong Lan

Comments Accepted to EMNLP 2024 main conference

2409.20165 2024-10-01 cs.CL

How Entangled is Factuality and Deception in German?

Aswathy Velutharambath, Amelie Wührl, Roman Klinger

Comments Findings of EMNLP 2024 (accepted)

2409.20075 2024-10-01 cs.CL

BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain

Kaisi Guan, Qian Cao, Yuchong Sun, Xiting Wang, Ruihua Song

Comments EMNLP 2024 findings

2409.19877 2024-10-01 cs.CL cs.AI

Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation

Huangyu Dai, Ben Chen, Kaidi Chen, Ying Han, Zihan Liang, Wen Jiang

Comments Accepted by EMNLP'24 Findings. 12 pages, 4 figures, 9 tables

2409.19817 2024-10-01 cs.LG cs.AI cs.CL

Calibrating Language Models with Adaptive Temperature Scaling

Johnathan Xie, Annie S. Chen, Yoonho Lee, Eric Mitchell, Chelsea Finn

Comments EMNLP 2024

2409.19806 2024-10-01 cs.SD cs.AI eess.AS

PALM: Few-Shot Prompt Learning for Audio Language Models

Asif Hanif, Maha Tufail Agro, Mohammad Areeb Qazi, Hanan Aldarmaki

Comments EMNLP 2024 (Main)

2409.19766 2024-10-01 cs.CL cs.AI

Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology

Son Quoc Tran, Matt Kretchmar

Comments EMNLP 2024 Findings

2409.19749 2024-10-01 cs.CL

NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization

Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen

Comments Findings of EMNLP 2024

2409.19723 2024-10-01 cs.CL

Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues

Lei Sun, Jinming Zhao, Qin Jin

Comments Accepted to EMNLP 2024 Main Conference (Long Paper)

2409.19672 2024-10-01 cs.CL cs.MM

Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding

Chong Zhang, Yi Tu, Yixi Zhao, Chenshu Yuan, Huan Chen, Yue Zhang, Mingxu Chai, Ya Guo, Huijia Zhu, Qi Zhang, Tao Gui

Comments Accepted as a long paper in the main conference of EMNLP 2024

2409.19656 2024-10-01 cs.CL

Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs

Fengzhu Zeng, Wenqian Li, Wei Gao, Yan Pang

Comments EMNLP 2024 Findings

2409.19627 2024-10-01 cs.MM cs.CR cs.SD eess.AS

IDEAW: Robust Neural Audio Watermarking with Invertible Dual-Embedding

Pengcheng Li, Xulong Zhang, Jing Xiao, Jianzong Wang

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

2409.19507 2024-10-01 cs.CL

A Critical Look at Meta-evaluating Summarisation Evaluation Metrics

Xiang Dai, Sarvnaz Karimi, Biaoyan Fang

Comments Findings of EMNLP 2024