NAACL - arXivDaily 期刊&会议

2504.03932 2025-04-08 cs.CL

YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization

Dongsuk Jang, Alan Li, Arman Cohan

Comments Paper accepted at CL4HEALTH @ NAACL 2025: Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics

2502.08972 2025-04-08 cs.CL cs.AI

Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning

Hyundong Cho, Karishma Sharma, Nicolaas Jedema, Leonardo F. R. Ribeiro, Alessandro Moschitti, Ravi Krishnan, Jonathan May

Comments NAACL 2025 Findings

2407.05952 2025-04-08 cs.DB cs.AI cs.CL cs.LG

H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables

Nikhil Abhyankar, Vivek Gupta, Dan Roth, Chandan K. Reddy

Comments NAACL 2025 Main Conference

2407.00923 2025-04-08 cs.CL

Preserving Multilingual Quality While Tuning Query Encoder on English Only

Oleg Vasilyev, Randy Sawaya, John Bohannon

Comments Accepted to NAACL 2025

2504.03541 2025-04-07 cs.CL

Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing

Mayank Kothyari, Sunita Sarawagi, Soumen Chakrabarti, Gaurav Arora, Srujana Merugu

Comments To appear at NAACL 2025 (Main)

2504.03440 2025-04-07 cs.CV cs.LG

Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models

Mirko Borszukovszki, Ivo Pascal de Jong, Matias Valdenegro-Toro

Comments 10 pages, 11 figures, TrustNLP Workshop @ NAACL 2025 Camera ready

2504.03174 2025-04-07 cs.CL

Multi-lingual Multi-turn Automated Red Teaming for LLMs

Abhishek Singhania, Christophe Dupuy, Shivam Mangale, Amani Namboori

Comments Accepted at TrustNLP@NAACL 2025

2504.03159 2025-04-07 cs.CL

Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction

Junlang Qian, Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Zepeng Zhai, Kezhi Mao

Comments Accepted in NAACL 2025 (main Oral)

2504.02178 2025-04-07 cs.CL

Subasa - Adapting Language Models for Low-resourced Offensive Language Detection in Sinhala

Shanilka Haturusinghe, Tharindu Cyril Weerasooriya, Marcos Zampieri, Christopher M. Homan, S. R. Liyanage

Comments Accepted to appear at NAACL SRW 2025

2504.02674 2025-04-04 cs.CL

Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole

Jacqueline Rowe, Edward Gow-Smith, Mark Hepple

Comments 9 pages, 5 figures, 7 tables. To be published in Proceedings of the 8th Workshop on Technologies for Machine Translation of Low-Resource Languages (NAACL 2025)

2504.02403 2025-04-04 cs.CL cs.CY cs.HC

DaKultur: Evaluating the Cultural Awareness of Language Models for Danish with Native Speakers

Max Müller-Eberstein, Mike Zhang, Elisa Bassignana, Peter Brunsgaard Trolle, Rob van der Goot

Comments Accepted at C3NLP at NAACL

2410.01100 2025-04-04 cs.CL

Unlocking Korean Verbs: A User-Friendly Exploration into the Verb Lexicon

Seohyun Song, Eunkyul Leah Jo, Yige Chen, Jeen-Pyo Hong, Kyuwon Kim, Jin Wee, Miyoung Kang, KyungTae Lim, Jungyeul Park, Chulwoo Park

Comments NAACL 2025 System Demonstrations

2504.01883 2025-04-03 cs.AI cs.CL cs.IR cs.LG

CoRAG: Collaborative Retrieval-Augmented Generation

Aashiq Muhamed, Mona Diab, Virginia Smith

Comments NAACL 2024

2406.13337 2025-04-03 eess.AS cs.CL cs.LG cs.SD

Medical Spoken Named Entity Recognition

Khai Le-Duc, David Thulke, Hung-Phong Tran, Long Vo-Dang, Khai-Nguyen Nguyen, Truong-Son Hy, Ralf Schlüter

Comments NAACL 2025, 60 pages

2504.00048 2025-04-02 cs.CL cs.AI

Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs

Cong Duy Vu Hoang, Gioacchino Tangari, Clemence Lanfranchi, Dalu Guo, Paul Cayet, Steve Siu, Don Dharmasiri, Yuan-Fang Li, Long Duong, Damien Hilloulin, Rhicheek Patra, Sungpack Hong, Hassan Chafi

Comments Preprint, accepted at NAACL 2025 (Industry Track)

2503.13837 2025-04-02 cs.CL cs.LG

Self-Vocabularizing Training for Neural Machine Translation

Pin-Jie Lin, Ernie Chang, Yangyang Shi, Vikas Chandra

Comments Accepted to NAACL SRW 2025

2411.10397 2025-04-02 cs.LG cs.AI cs.CL

Features that Make a Difference: Leveraging Gradients for Improved Dictionary Learning

Jeffrey Olmo, Jared Wilson, Max Forsey, Bryce Hepner, Thomas Vin Howe, David Wingate

Comments 10 pages, 10 figures. Accepted to NAACL 2025

2410.13727 2025-04-02 cs.CL cs.AI

LLM-Human Pipeline for Cultural Context Grounding of Conversations

Rajkumar Pujari, Dan Goldwasser

Comments Oral at NAACL 2025 Main conference. Albuquerque, USA. Apr 29 - May 4, 2025. 19 pages, 9 figures, 7 tables

2410.17081 2025-04-01 cs.SD cs.CL eess.AS

Continuous Speech Tokenizer in Text To Speech

Yixing Li, Ruobing Xie, Xingwu Sun, Yu Cheng, Zhanhui Kang

Comments NAACL 2025 Findings Poster

2408.06816 2025-04-01 cs.AI cs.CL

MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty

Yongjin Yang, Haneul Yoo, Hwaran Lee

Comments Findings of NAACL 2025

2503.23371 2025-04-01 cs.CL cs.AI

FeRG-LLM : Feature Engineering by Reason Generation Large Language Models

Jeonghyun Ko, Gyeongyun Park, Donghoon Lee, Kyunam Lee

Comments Accepted to NAACL 2025 Findings

2503.23363 2025-04-01 cs.AI cs.CL cs.LG

Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation

Jiwon Jeong, Hyeju Jang, Hogun Park

Comments Accepted to NAACL 2025 Findings

2503.21730 2025-04-01 cs.CL cs.LG

Effective Skill Unlearning through Intervention and Abstention

Yongce Li, Chung-En Sun, Tsui-Wei Weng

Comments Accepted to NAACL 2025 main conference

2412.01423 2025-04-01 cs.CL

A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Crosslinguistic Case Study of Supplementary Adverbs

Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun

Comments NAACL 2025

2410.13716 2025-04-01 cs.CL cs.AI

MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems

Nandan Thakur, Suleman Kazi, Ge Luo, Jimmy Lin, Amin Ahmad

Comments Accepted at NAACL 2025 (Main Conference)

2402.08382 2025-04-01 cs.CL

Punctuation Restoration Improves Structure Understanding Without Supervision

Junghyun Min, Minho Lee, Woochul Lee, Yeonsoo Lee

Comments 11 pages, 1 figure, 6 tables. RepL4NLP 2025 at NAACL 2025

2503.22473 2025-03-31 cs.CL

WorkTeam: Constructing Workflows from Natural Language with Multi-Agents

Hanchao Liu, Rongjun Li, Weimin Xiong, Ziyu Zhou, Wei Peng

Comments Accepted in NAACL 2025 Industry Track

2503.22426 2025-03-31 cs.CL

Long-Tail Crisis in Nearest Neighbor Language Models

Yuto Nishida, Makoto Morishita, Hiroyuki Deguchi, Hidetaka Kamigaito, Taro Watanabe

Comments Accepted to NAACL 2025 Findings

2503.22002 2025-03-31 cs.CL

Monte Carlo Sampling for Analyzing In-Context Examples

Stephanie Schoch, Yangfeng Ji

Comments Accepted to the Workshop for Insights from Negative Results (co-located with NAACL 2025)

2503.19469 2025-03-31 cs.CL cs.AI

Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning

Fred Philippy, Siwen Guo, Cedric Lothritz, Jacques Klein, Tegawendé F. Bissyandé

Comments Workshop on Language Models for Underserved Communities (co-located with NAACL 2025)