NAACL - arXivDaily 期刊&会议

2503.11426 2025-03-17 cs.CL

Text Compression for Efficient Language Generation

David Gu, Peter Belcak, Roger Wattenhofer

Comments accepted to NAACL SRW 2025

2503.11190 2025-03-17 cs.SD cs.AI cs.CL cs.MM eess.AS

Cross-Modal Learning for Music-to-Music-Video Description Generation

Zhuoyuan Mao, Mengjie Zhao, Qiyu Wu, Zhi Zhong, Wei-Hsiang Liao, Hiromi Wakaki, Yuki Mitsufuji

Comments Accepted by RepL4NLP 2025 @ NAACL 2025

2503.11182 2025-03-17 cs.CL

Palette of Language Models: A Solver for Controlled Text Generation

Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng

Comments Accepted to NAACL 2025, Main, Long Paper

2501.16073 2025-03-17 cs.LG cs.CL

Challenging Assumptions in Learning Generic Text Style Embeddings

Phil Ostheimer, Marius Kloft, Sophie Fellenz

Comments Proceedings of the Sixth Workshop on Insights from Negative Results in NLP at NAACL-HLT

2502.17599 2025-03-14 cs.CL

MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference

Zhongwei Wan, Hui Shen, Xin Wang, Che Liu, Zheda Mai, Mi Zhang

Comments NAACL 2025 Main

2406.14678 2025-03-14 cs.CL

Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis

Pamela D. Rivière, Anne L. Beatty-Martínez, Sean Trott

Comments 17 pages, 12 figures, accepted at NAACL 2025

2503.09511 2025-03-13 cs.CL

TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues

Hannah VanderHoeven, Brady Bhalla, Ibrahim Khebour, Austin Youngren, Videep Venkatesha, Mariah Bradford, Jack Fitzgerald, Carlos Mabrey, Jingxuan Tu, Yifan Zhu, Kenneth Lai, Changsoo Jung, James Pustejovsky, Nikhil Krishnaswamy

Comments 11 pages, 4 tables, 4 figures, to appear at NAACL 2025 Demos program, Albuquerque, NM, USA

2503.09249 2025-03-13 cs.CL cs.AI

Considering Length Diversity in Retrieval-Augmented Summarization

Juseon-Do, Jaesung Hwang, Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura

Comments 12 pages, accepted to NAACL 2025 Findings

2503.09202 2025-03-13 cs.CL

Token Weighting for Long-Range Language Modeling

Falko Helm, Nico Daheim, Iryna Gurevych

Comments Accepted to NAACL 2025 (Findings). For the code, see https://github.com/UKPLab/naacl2025-token-weighting

2501.05712 2025-03-13 cs.CL

Multi-Step Reasoning in Korean and the Emergent Mirage

Guijin Son, Hyunwoo Ko, Dasol Choi

Comments C3NLP @ NAACL 2025

2406.11402 2025-03-13 cs.CL cs.AI cs.LG

Are Small Language Models Ready to Compete with Large Language Models for Practical Applications?

Neelabh Sinha, Vinija Jain, Aman Chadha

Comments Accepted at The Fifth Workshop on Trustworthy Natural Language Processing (TrustNLP 2025) in Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL), 2025. 8 pages + references + Appendix

2410.22179 2025-03-13 cs.CL cs.LG cs.SD eess.AS

Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech

Eric Battenberg, RJ Skerry-Ryan, Daisy Stanton, Soroosh Mariooryad, Matt Shannon, Julian Salazar, David Kao

Comments Accepted to NAACL 2025

2409.15949 2025-03-13 cs.CL

Tuning Into Bias: A Computational Study of Gender Bias in Song Lyrics

Danqing Chen, Adithi Satish, Rasul Khanbayov, Carolin M. Schuster, Georg Groh

Comments Accepted to be presented at the 9th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, co-located with NAACL 2025; also accepted and presented as working paper at the SBP-BRiMS 2024 (see https://sbp-brims.org/2024/papers/working-papers/Chen_SBP-BRiMS2024_Final_31.pdf )

2503.08588 2025-03-12 cs.CL cs.AI cs.CY cs.LG

BiasEdit: Debiasing Stereotyped Language Models via Model Editing

Xin Xu, Wei Xu, Ningyu Zhang, Julian McAuley

Comments Accepted by TrustNLP @ NAACL 2025

2503.08533 2025-03-12 cs.CL cs.SD eess.AS

ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems

Siddhant Arora, Yifan Peng, Jiatong Shi, Jinchuan Tian, William Chen, Shikhar Bharadwaj, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Shuichiro Shimizu, Vaibhav Srivastav, Shinji Watanabe

Comments Accepted at NAACL 2025 Demo Track

2503.08030 2025-03-12 cs.CL

Learning to Search Effective Example Sequences for In-Context Learning

Xiang Gao, Ankita Sinha, Kamalika Das

Comments Accepted to appear at NAACL 2025

2407.19345 2025-03-12 cs.CL cs.AI

Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models

Gleb Kuzmin, Neemesh Yadav, Ivan Smirnov, Timothy Baldwin, Artem Shelmanov

Comments Accepted to NAACL 2025

2407.13579 2025-03-12 cs.CL

Towards Zero-Shot Multimodal Machine Translation

Matthieu Futeral, Cordelia Schmid, Benoît Sagot, Rachel Bawden

Comments NAACL 2025 (Findings)

2404.10419 2025-03-12 eess.AS cs.CL

MAD Speech: Measures of Acoustic Diversity of Speech

Matthieu Futeral, Andrea Agostinelli, Marco Tagliasacchi, Neil Zeghidour, Eugene Kharitonov

Comments NAACL 2025

2311.08329 2025-03-12 cs.CL

KTRL+F: Knowledge-Augmented In-Document Search

Hanseok Oh, Haebin Shin, Miyoung Ko, Hyunji Lee, Minjoon Seo

Journal ref NAACL 2024

2503.07179 2025-03-11 cs.CL

Strategies for political-statement segmentation and labelling in unstructured text

Dmitry Nikolaev, Sean Papay

Comments Accepted to NLP4DH 2025 @ NAACL 2025

2503.06627 2025-03-11 cs.LG cs.AI cs.CL

Revisiting Early Detection of Sexual Predators via Turn-level Optimization

Jinmyeong An, Sangwon Ryu, Heejin Do, Yunsu Kim, Jungseul Ok, Gary Geunbae Lee

Comments Accepted as a main conference paper at NAACL 2025

2503.06534 2025-03-11 cs.CL

SafeSpeech: A Comprehensive and Interactive Tool for Analysing Sexist and Abusive Language in Conversations

Xingwei Tan, Chen Lyu, Hafiz Muhammad Umer, Sahrish Khan, Mahathi Parvatham, Lois Arthurs, Simon Cullen, Shelley Wilson, Arshad Jhumka, Gabriele Pergola

Comments NAACL 2025 system demonstration camera-ready

2503.06491 2025-03-11 cs.CL cs.LG

MoFE: Mixture of Frozen Experts Architecture

Jean Seo, Jaeyoon Kim, Hyopil Shin

Comments NAACL 2025 Industry

2503.06375 2025-03-11 eess.AS

ProSE: Diffusion Priors for Speech Enhancement

Sonal Kumar, Sreyan Ghosh, Utkarsh Tyagi, Anton Jeran Ratnarajah, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha

Comments Accepted at NAACL 2025

2503.06296 2025-03-11 cs.CL cs.LG

MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering

Vinay Kumar Verma, Shreyas Sunil Kulkarni, Happy Mittal, Deepak Gupta

Comments To appear at NAACL Industry Track

2501.13652 2025-03-11 cs.CL

LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models

Yizheng Sun, Yanze Xin, Hao Li, Jingyuan Sun, Chenghua Lin, Riza Batista-Navarro

Comments Accepted to NAACL 2025 Findings

2411.18260 2025-03-11 cs.CL

MetaphorShare: A Dynamic Collaborative Repository of Open Metaphor Datasets

Joanne Boisson, Arif Mehmood, Jose Camacho-Collados

Comments Accepted in NAACL 2025 system demonstration track

2410.23252 2025-03-11 cs.CL

Evaluating Cultural and Social Awareness of LLM Web Agents

Haoyi Qiu, Alexander R. Fabbri, Divyansh Agarwal, Kung-Hsiang Huang, Sarah Tan, Nanyun Peng, Chien-Sheng Wu

Comments NAACL 2025 Findings

2410.22590 2025-03-11 cs.CL

Characterizing the Role of Similarity in the Property Inferences of Language Models

Juan Diego Rodriguez, Aaron Mueller, Kanishka Misra

Comments Published at NAACL 2025