EMNLP - arXivDaily 期刊&会议

2310.09505 2024-10-08 cs.SD cs.LG eess.AS

Advancing Test-Time Adaptation in Wild Acoustic Test Settings

Hongfu Liu, Hengguan Huang, Ye Wang

Comments Accepted to the EMNLP 2024

2305.18952 2024-10-08 cs.IR cs.AI

Exploring the Practicality of Generative Retrieval on Dynamic Corpora

Chaeeun Kim, Soyoung Yoon, Hyunji Lee, Joel Jang, Sohee Yang, Minjoon Seo

Comments published at EMNLP 2024

2410.03658 2024-10-07 cs.CL cs.LG

RAFT: Realistic Attacks to Fool Text Detectors

James Wang, Ran Li, Junfeng Yang, Chengzhi Mao

Comments Accepted by EMNLP 2024

2410.03594 2024-10-07 cs.CL

Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments

Omar Sharif, Joseph Gatto, Madhusudan Basak, Sarah M. Preum

Comments Accepted in EMNLP-2024 (Main). 21 pages, 8 figures, and 11 tables

2410.03576 2024-10-07 cs.CL

Table Question Answering for Low-resourced Indic Languages

Vaishali Pal, Evangelos Kanoulas, Andrew Yates, Maarten de Rijke

Comments Accepted at EMNLP,2024

2410.03545 2024-10-07 cs.CL

Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research

Yida Mu, Mali Jin, Xingyi Song, Nikolaos Aletras

Comments Accepted at EMNLP 2024 Main

2410.03543 2024-10-07 cs.CL

Re-examining Sexism and Misogyny Classification with Annotator Attitudes

Aiqi Jiang, Nikolas Vitsakis, Tanvi Dinkar, Gavin Abercrombie, Ioannis Konstas

Comments Accepted by EMNLP 2024

2410.03466 2024-10-07 cs.CL

Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering

Helena Bonaldi, Greta Damo, Nicolás Benjamín Ocampo, Elena Cabrio, Serena Villata, Marco Guerini

Comments To appear in Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (long paper)

2410.03458 2024-10-07 cs.CL

Multi-Dialect Vietnamese: Task, Dataset, Baseline Models and Challenges

Nguyen Van Dinh, Thanh Chi Dang, Luan Thanh Nguyen, Kiet Van Nguyen

Comments Main EMNLP 2024

2410.03457 2024-10-07 cs.CL

CoCoLoFa: A Dataset of News Comments with Common Logical Fallacies Written by LLM-Assisted Crowds

Min-Hsuan Yeh, Ruyuan Wan, Ting-Hao 'Kenneth' Huang

Comments In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)

2410.03429 2024-10-07 cs.CL

How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics

Adrian Cosma, Stefan Ruseti, Mihai Dascalu, Cornelia Caragea

Comments Accepted at EMNLP 2024 Main Conference

2410.03357 2024-10-07 cs.CL

Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing

Jeongwoo Kang, Maximin Coavoux, Cédric Lopez, Didier Schwab

Comments to appear in Findings of EMNLP 2024

2410.03341 2024-10-07 cs.CL

Zero-Shot Fact Verification via Natural Logic and Large Language Models

Marek Strong, Rami Aly, Andreas Vlachos

Comments Accepted to EMNLP 2024

2410.03203 2024-10-07 cs.CL cs.LG

Learning Semantic Structure through First-Order-Logic Translation

Akshay Chaturvedi, Nicholas Asher

Comments EMNLP 2024 Findings

2410.03197 2024-10-07 cs.CL

Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages

Seonjeong Hwang, Yunsu Kim, Gary Geunbae Lee

Comments EMNLP 2024

2410.03192 2024-10-07 eess.AS cs.AI cs.SD

MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech

Taejun Bak, Youngsik Eom, SeungJae Choi, Young-Sun Joo

Comments Accepted to EMNLP 2024 Findings

2410.03181 2024-10-07 cs.CL

Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas

Seungjong Sun, Eungu Lee, Seo Yeon Baek, Seunghyun Hwang, Wonbyung Lee, Dongyan Nan, Bernard J. Jansen, Jang Hyun Kim

Comments EMNLP 2024

2410.03176 2024-10-07 cs.CV cs.AI

Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models

Yufang Liu, Tao Ji, Changzhi Sun, Yuanbin Wu, Aimin Zhou

Comments EMNLP 2024

2410.03122 2024-10-07 cs.CL cs.AI cs.LG

RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning

Zihao Zhao, Yuchen Yang, Yijiang Li, Yinzhi Cao

Comments EMNLP findings

2410.03099 2024-10-07 cs.CL

CoCoHD: Congress Committee Hearing Dataset

Arnav Hiray, Yunsong Liu, Mingxiao Song, Agam Shah, Sudheer Chava

Comments Accepted at EMNLP 2024

2410.03083 2024-10-07 cs.CL cs.AI

Scaling Parameter-Constrained Language Models with Quality Data

Ernie Chang, Matteo Paltenghi, Yang Li, Pin-Jie Lin, Changsheng Zhao, Patrick Huber, Zechun Liu, Rastislav Rabatin, Yangyang Shi, Vikas Chandra

Comments Accepted to EMNLP 2024 Industry Track, 18 pages, 9 figures, 4 tables

2410.03077 2024-10-07 cs.CL cs.AI

CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions

Jun Rao, Xuebo Liu, Lian Lian, Shengjun Cheng, Yunjie Liao, Min Zhang

Comments Accepted to EMNLP 2024

2410.03075 2024-10-07 cs.CL

Multilingual Topic Classification in X: Dataset and Analysis

Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, Jose Camacho-Collados

Comments Accepted at EMNLP 2024

2410.03061 2024-10-07 cs.CV cs.CL

DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models

Sungnyun Kim, Haofu Liao, Srikar Appalaraju, Peng Tang, Zhuowen Tu, Ravi Kumar Satzoda, R. Manmatha, Vijay Mahadevan, Stefano Soatto

Comments Accepted to EMNLP 2024

2410.03007 2024-10-07 eess.AS cs.AI cs.CL

FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model

Yichen Lu, Jiaqi Song, Chao-Han Huck Yang, Shinji Watanabe

Comments EMNLP 2024 Industry Track

2410.02930 2024-10-07 cs.CL

Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification

Sudipta Singha Roy, Xindi Wang, Robert E. Mercer, Frank Rudzicz

Comments accepted to EMNLP findings 2024

2410.02912 2024-10-07 cs.AI cs.CL cs.CR cs.LG

Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation

Xianzhi Li, Ran Zmigrod, Zhiqiang Ma, Xiaomo Liu, Xiaodan Zhu

Comments EMNLP 2024 findings

2410.02185 2024-10-07 cs.CL cs.AI cs.LG

POSIX: A Prompt Sensitivity Index For Large Language Models

Anwoy Chatterjee, H S V N S Kowndinya Renduchintala, Sumit Bhatia, Tanmoy Chakraborty

Comments EMNLP 2024 (Findings)

2410.00741 2024-10-07 cs.CL cs.CV cs.MM

VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models

Jiapeng Wang, Chengyu Wang, Kunzhe Huang, Jun Huang, Lianwen Jin

Comments EMNLP 2024 Main conference

2409.15202 2024-10-07 cs.CL cs.AI cs.LG

ASTE Transformer Modelling Dependencies in Aspect-Sentiment Triplet Extraction

Iwo Naglik, Mateusz Lango

Comments The 2024 Conference on Empirical Methods in Natural Language Processing, November 12-16, Miami, Florida 9 pages, appendix, diagrams