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
2502.05150 2025-02-10 cs.CL

CodeSCM: Causal Analysis for Multi-Modal Code Generation

Mukur Gupta, Noopur Bhatt, Suman Jana

Comments Accepted to NAACL 2025

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2502.04997 2025-02-10 cs.CL cs.AI cs.LG

Aligning Black-box Language Models with Human Judgments

Gerrit J. J. van den Burg, Gen Suzuki, Wei Liu, Murat Sensoy

Comments Accepted for publication at NAACL 2025 (Findings)

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2502.04960 2025-02-10 cs.CL

Commonality and Individuality! Integrating Humor Commonality with Speaker Individuality for Humor Recognition

Haohao Zhu, Junyu Lu, Zeyuan Zeng, Zewen Bai, Xiaokun Zhang, Liang Yang, Hongfei Lin

Comments Accepted by NAACL 2025

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2502.04958 2025-02-10 cs.CL

SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model

Jiayang Yu, Yihang Zhang, Bin Wang, Peiqin Lin, Yongkang Liu, Shi Feng

Comments Has been accepted by NAACL 2025

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2502.04498 2025-02-10 cs.CL

Verifiable Format Control for Large Language Model Generations

Zhaoyang Wang, Jinqi Jiang, Huichi Zhou, Wenhao Zheng, Xuchao Zhang, Chetan Bansal, Huaxiu Yao

Comments To appear at Findings of NAACL 2025

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2502.03559 2025-02-10 eess.AS cs.SD

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Yassine El Kheir, Youness Samih, Suraj Maharjan, Tim Polzehl, Sebastian Möller

Comments Accepted to NAACL Findings 2025

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2412.10136 2025-02-10 cs.CL cs.AI cs.LG

Can LLMs Convert Graphs to Text-Attributed Graphs?

Zehong Wang, Sidney Liu, Zheyuan Zhang, Tianyi Ma, Chuxu Zhang, Yanfang Ye

Comments Accepted by NAACL 25 Main Conference

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2411.01474 2025-02-10 cs.CL

MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation

Langlin Huang, Mengyu Bu, Yang Feng

Comments Accepted by NAACL 2025 main conference. Camera-ready version

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2411.00005 2025-02-10 cs.SE cs.AI

Mastering the Craft of Data Synthesis for CodeLLMs

Meng Chen, Philip Arthur, Qianyu Feng, Cong Duy Vu Hoang, Yu-Heng Hong, Mahdi Kazemi Moghaddam, Omid Nezami, Thien Nguyen, Gioacchino Tangari, Duy Vu, Thanh Vu, Mark Johnson, Krishnaram Kenthapadi, Don Dharmasiri, Long Duong, Yuan-Fang Li

Comments Accepted at NAACL 2025

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2410.17485 2025-02-10 cs.CL eess.AS

VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning

Yifan Peng, Krishna C. Puvvada, Zhehuai Chen, Piotr Zelasko, He Huang, Kunal Dhawan, Ke Hu, Shinji Watanabe, Jagadeesh Balam, Boris Ginsburg

Comments Accepted at NAACL 2025 main conference

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2410.14166 2025-02-10 cs.CL cs.AI

LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems

Nan Xu, Xuezhe Ma

Comments NAACL 2025

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2409.02361 2025-02-10 cs.CL

Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering

Yeonjun In, Sungchul Kim, Ryan A. Rossi, Md Mehrab Tanjim, Tong Yu, Ritwik Sinha, Chanyoung Park

Comments NAACL 2025 Main

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2408.12812 2025-02-10 cs.CL

Grounding Fallacies Misrepresenting Scientific Publications in Evidence

Max Glockner, Yufang Hou, Preslav Nakov, Iryna Gurevych

Comments Accepted to NAACL 2025

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2408.09639 2025-02-10 cs.CL cs.AI

How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments

Yusuke Ide, Yuto Nishida, Justin Vasselli, Miyu Oba, Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe

Comments NAACL 2025 main

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2407.00902 2025-02-10 cs.CV cs.AI cs.CL cs.LG

From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning

Nan Xu, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen

Comments NAACL 2025

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2402.11633 2025-02-10 cs.CL

Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking dialogs

Arian Askari, Roxana Petcu, Chuan Meng, Mohammad Aliannejadi, Amin Abolghasemi, Evangelos Kanoulas, Suzan Verberne

Comments Accepted at NAACL 2025

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2305.05208 2025-02-10 cs.CV cs.CL

Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data

Haonan Wang, Minbin Huang, Runhui Huang, Lanqing Hong, Hang Xu, Tianyang Hu, Xiaodan Liang, Zhenguo Li, Hong Cheng, Kenji Kawaguchi

Comments Accepted to NAACL 2025, main conference. 20 pages, 10 figures, 10 tables

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2502.04218 2025-02-07 cs.CL

Sports and Women's Sports: Gender Bias in Text Generation with Olympic Data

Laura Biester

Comments NAACL 2025

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2502.04043 2025-02-07 cs.LG cs.AI

Probe-Free Low-Rank Activation Intervention

Chonghe Jiang, Bao Nguyen, Anthony Man-Cho So, Viet Anh Nguyen

Comments Accepted by NAACL 2025

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2407.02138 2025-02-07 cs.CL cs.AI cs.LG

Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks

Wataru Hashimoto, Hidetaka Kamigaito, Taro Watanabe

Comments Accepted at Findings of NAACL 2025

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2405.06067 2025-02-07 cs.CL cs.LG

HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing

Zifan He, Yingqi Cao, Zongyue Qin, Neha Prakriya, Yizhou Sun, Jason Cong

Comments NAACL 2025 Main Conference

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2502.03827 2025-02-07 cs.CL cs.AI

A comprehensive survey of contemporary Arabic sentiment analysis: Methods, Challenges, and Future Directions

Zhiqiang Shi, Ruchit Agrawal

Comments Paper accepted to NAACL 2025

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2411.06387 2025-02-07 cs.LG cs.AI cs.CL

Self-Training Meets Consistency: Improving LLMs' Reasoning with Consistency-Driven Rationale Evaluation

Jaehyeok Lee, Keisuke Sakaguchi, JinYeong Bak

Comments Accepted to NAACL 2025

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2410.13765 2025-02-07 cs.CL cs.IR

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval

Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian McAuley

Comments NAACL 2025

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2409.09281 2025-02-07 cs.CL cs.AI cs.LG

Language Models "Grok" to Copy

Ang Lv, Ruobing Xie, Xingwu Sun, Zhanhui Kang, Rui Yan

Comments NAACL 2025 main conference, short paper

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2407.15268 2025-02-07 cs.CL

Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation

Liwen Sun, James Zhao, Megan Han, Chenyan Xiong

Comments NAACL 2025 main

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2502.03199 2025-02-06 cs.CL cs.AI

Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models

Jialiang Wu, Yi Shen, Sijia Liu, Yi Tang, Sen Song, Xiaoyi Wang, Longjun Cai

Comments NAACL 2025 Findings

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2502.03129 2025-02-06 cs.CL cs.LG

Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales

Zhen Qian, Xiuzhen Zhang, Xiaofei Xu, Feng Xia

Comments Pre-print for a paper accepted to findings of NAACL 2025

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2502.03053 2025-02-06 cs.CL

DOLFIN -- Document-Level Financial test set for Machine Translation

Mariam Nakhlé, Marco Dinarelli, Raheel Qader, Emmanuelle Esperança-Rodier, Hervé Blanchon

Comments To be published in NAACL 2025 Findings

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2410.15929 2025-02-06 cs.CL cs.HC cs.SD eess.AS

Yeah, Un, Oh: Continuous and Real-time Backchannel Prediction with Fine-tuning of Voice Activity Projection

Koji Inoue, Divesh Lala, Gabriel Skantze, Tatsuya Kawahara

Comments This paper has been accepted for presentation at the main conference of 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025) and represents the author's version of the work

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