arXivDaily arXiv每日学术速递 周一至周五更新

期刊&会议

North American Chapter of the Association for Computational Linguistics · 会议 · Natural Language Processing

共收录 2716
2405.19778 2025-02-25 cs.CL cs.AI

CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents

Jeiyoon Park, Chanjun Park, Heuiseok Lim

Comments NAACL 2025 Industry Track (Oral)

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2404.13919 2025-02-25 cs.CL cs.AI cs.HC

Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models

Yukyung Lee, Soonwon Ka, Bokyung Son, Pilsung Kang, Jaewook Kang

Comments NAACL 2025 (Industry Track)

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2502.15979 2025-02-25 cs.IR cs.CV

Visual Zero-Shot E-Commerce Product Attribute Value Extraction

Jiaying Gong, Ming Cheng, Hongda Shen, Pierre-Yves Vandenbussche, Janet Jenq, Hoda Eldardiry

Comments 10 pages, 4 figures, accepted for publication in NAACL 2025 Industry Track

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2502.15826 2025-02-25 cs.CL cs.AI

CoME: An Unlearning-based Approach to Conflict-free Model Editing

Dahyun Jung, Jaehyung Seo, Jaewook Lee, Chanjun Park, Heuiseok Lim

Comments Accepted to NAACL 2025 main conference

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2411.04825 2025-02-25 cs.CL cs.DL cs.LG

VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models

Ming Cheng, Jiaying Gong, Chenhan Yuan, William A. Ingram, Edward Fox, Hoda Eldardiry

Comments 21 pages, 3 figures, accepted for publication in NAACL 2025 Main Conference

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2409.08564 2025-02-25 cs.CL

Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in Indonesia

Fajri Koto

Comments Accepted at NAACL 2025 (Industry Track)

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2404.03862 2025-02-25 cs.CL

Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data

Jingyu Zhang, Marc Marone, Tianjian Li, Benjamin Van Durme, Daniel Khashabi

Comments NAACL 2025 camera ready

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2403.03101 2025-02-25 cs.CL cs.AI cs.HC cs.LG cs.MA

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

Yuqi Zhu, Shuofei Qiao, Yixin Ou, Shumin Deng, Shiwei Lyu, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen, Ningyu Zhang

Comments NAACL 2025 Findings. Project page: https://zjunlp.github.io/project/KnowAgent/ Code: https://github.com/zjunlp/KnowAgent

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2402.09959 2025-02-25 cs.IR

A Federated Framework for LLM-based Recommendation

Jujia Zhao, Wenjie Wang, Chen Xu, See-Kiong Ng, Tat-Seng Chua

Comments Accepted by NAACL 2025 Findings

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2402.07536 2025-02-25 cs.AI cs.CL

FinLLM-B: When Large Language Models Meet Financial Breakout Trading

Kang Zhang, Osamu Yoshie, Lichao Sun, Weiran Huang

Comments Accepted by NAACL 2025

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2311.09682 2025-02-25 cs.CL cs.AI

MacGyver: Are Large Language Models Creative Problem Solvers?

Yufei Tian, Abhilasha Ravichander, Lianhui Qin, Ronan Le Bras, Raja Marjieh, Nanyun Peng, Yejin Choi, Thomas L. Griffiths, Faeze Brahman

Comments NAACL 2024

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2502.15422 2025-02-24 cs.CL cs.AI cs.CV

Evaluating Multimodal Generative AI with Korean Educational Standards

Sanghee Park, Geewook Kim

Comments 18 pages; To appear at NAACL 2025 Main Conference (Project page: https://github.com/naver-ai/KoNET )

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2502.15277 2025-02-24 cs.CL

Analyzing the Inner Workings of Transformers in Compositional Generalization

Ryoma Kumon, Hitomi Yanaka

Comments Accepted to NAACL 2025 main

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2502.15134 2025-02-24 cs.CL cs.AI

Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device

Juntae Lee, Jihwan Bang, Seunghan Yang, Kyuhong Shim, Simyung Chang

Comments NAACL 2025 (Findings)

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2502.15007 2025-02-24 cs.CL cs.AI

LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers

Anton Razzhigaev, Matvey Mikhalchuk, Temurbek Rahmatullaev, Elizaveta Goncharova, Polina Druzhinina, Ivan Oseledets, Andrey Kuznetsov

Comments accepted to NAACL 2025

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2502.07575 2025-02-24 eess.AS cs.CL

Towards Efficient and Multifaceted Computer-assisted Pronunciation Training Leveraging Hierarchical Selective State Space Model and Decoupled Cross-entropy Loss

Fu-An Chao, Berlin Chen

Comments Accepted to NAACL 2025 main conference

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2501.14649 2025-02-24 cs.CL

Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion

Ziyao Xu, Houfeng Wang

Comments Accepted at NAACL 2025 main conference

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2411.00750 2025-02-24 cs.CL cs.AI cs.LG

Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling

Yiwen Ding, Zhiheng Xi, Wei He, Zhuoyuan Li, Yitao Zhai, Xiaowei Shi, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang

Comments Accepted to NAACL 2025 Main Conference. Codes are publicly available at https://github.com/Yiwen-Ding/Guided-Self-Improvement

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2406.17753 2025-02-24 cs.CL cs.AI

Measuring and Benchmarking Large Language Models' Capabilities to Generate Persuasive Language

Amalie Brogaard Pauli, Isabelle Augenstein, Ira Assent

Comments NAACL 2025

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2502.14906 2025-02-24 cs.CL cs.AI

Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models

Srishti Yadav, Zhi Zhang, Daniel Hershcovich, Ekaterina Shutova

Journal ref NAACL 2025

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2502.14892 2025-02-24 cs.CV cs.AI

EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild

Junhyeok Kim, Min Soo Kim, Jiwan Chung, Jungbin Cho, Jisoo Kim, Sungwoong Kim, Gyeongbo Sim, Youngjae Yu

Comments NAACL 2025 Findings. Project page at https://jun297.github.io/EgoSpeak/

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2502.14820 2025-02-21 cs.CL cs.AI cs.DB cs.HC

eC-Tab2Text: Aspect-Based Text Generation from e-Commerce Product Tables

Luis Antonio Gutiérrez Guanilo, Mir Tafseer Nayeem, Cristian López, Davood Rafiei

Comments NAACL 2025 (Industry Track)

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2502.14765 2025-02-21 cs.CL cs.AI

Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning

Juraj Vladika, Ivana Hacajová, Florian Matthes

Comments Accepted to NAACL 2025 (Main)

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2502.14759 2025-02-21 cs.CL cs.AI

On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems

Juraj Vladika, Florian Matthes

Comments Accepted to Findings of NAACL 2025

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2502.14501 2025-02-21 cs.CL

Towards a Perspectivist Turn in Argument Quality Assessment

Julia Romberg, Maximilian Maurer, Henning Wachsmuth, Gabriella Lapesa

Comments Accepted to NAACL 2025

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2502.08130 2025-02-21 cs.CL

Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models

Sonam Gupta, Yatin Nandwani, Asaf Yehudai, Dinesh Khandelwal, Dinesh Raghu, Sachindra Joshi

Comments 10 pages, Accepted to NAACL Findings 2025. arXiv admin note: text overlap with arXiv:2409.04787

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2411.17666 2025-02-21 cs.CL

How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations

Hyunji Lee, Danni Liu, Supriti Sinhamahapatra, Jan Niehues

Comments NAACL 2025

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2411.10914 2025-02-21 cs.CL

BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment

Sizhe Wang, Yongqi Tong, Hengyuan Zhang, Dawei Li, Xin Zhang, Tianlong Chen

Comments The 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025)- Main Conference

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2410.16505 2025-02-21 cs.SD cs.LG eess.AS

Do Audio-Language Models Understand Linguistic Variations?

Ramaneswaran Selvakumar, Sonal Kumar, Hemant Kumar Giri, Nishit Anand, Ashish Seth, Sreyan Ghosh, Dinesh Manocha

Comments Accepted to NAACL 2025

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2410.13497 2025-02-21 cs.CL

Repetition Neurons: How Do Language Models Produce Repetitions?

Tatsuya Hiraoka, Kentaro Inui

Comments NAACL 2025

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