NAACL 2025

1,927 papers

ColorFoil: Investigating Color Blindness in Large Vision and Language Models

Ahnaf Mozib Samin, M Firoz Ahmed, Md. Mushtaq Shahriyar Rafee

Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images

Elisei Rykov, Kseniia Petrushina, Kseniia Titova, Anton Razzhigaev, Alexander Panchenko

Integrating Symbolic Execution into the Fine-Tuning of Code-Generating LLMs

Marina Sakharova, Abhinav Anand, Mira Mezini

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

Text Extraction and Script Completion in Images of Arabic Script-Based Calligraphy: A Thesis Proposal

Dilara Zeynep Gürer, Ümit Atlamaz, Şaziye Betül Özateş

Tighter Clusters, Safer Code? Improving Vulnerability Detection with Enhanced Contrastive Loss

Pranav Kapparad, Biju R Mohan

SPY: Enhancing Privacy with Synthetic PII Detection Dataset

Maksim Savkin, Timur Ionov, Vasily Konovalov

Linear Relational Decoding of Morphology in Language Models

Eric Xia, Jugal Kalita

How many words does it take to understand a low-resource language?

Emily Chang, Nada Basit

Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling

Samuel Belkadi, Libo Ren, Nicolo Micheletti, Lifeng Han, Goran Nenadic

Multilingual Native Language Identification with Large Language Models

Dhiman Goswami, Marcos Zampieri, Kai North, Shervin Malmasi, Antonios Anastasopoulos

Text Compression for Efficient Language Generation

David Gu, Peter Belcak, Roger Wattenhofer

CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search

Nikita Sorokin, Tikhonov Anton, Dmitry Abulkhanov, Ivan Sedykh, Irina Piontkovskaya

Self-Vocabularizing Training for Neural Machine Translation

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

Developing Japanese CLIP Models Leveraging an Open-weight LLM for Large-scale Dataset Translation

Issa Sugiura, Shuhei Kurita, Yusuke Oda, Daisuke Kawahara, Naoaki Okazaki

From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models

Nikita Neveditsin, Pawan Lingras, Vijay Kumar Mago

Privacy-Preserving Federated Learning for Hate Speech Detection

Ivo de Souza Bueno Júnior, Haotian Ye, Axel Wisiorek, Hinrich Schütze

Sentimatic: Sentiment-guided Automatic Generation of Preference Datasets for Customer Support Dialogue System

Suhyun Lee, Changheon Han

Med-CoDE: Medical Critique based Disagreement Evaluation Framework

Mohit Gupta, Akiko Aizawa, Rajiv Ratn Shah

What is it? Towards a Generalizable Native American Language Identification System

Ivory Yang, Weicheng Ma, Carlos Guerrero Alvarez, William Dinauer, Soroush Vosoughi

ConQuer: A Framework for Concept-Based Quiz Generation

Yicheng Fu, Zikui Wang, Liuxin Yang, Meiqing Huo, Zhongdongming Dai

Generative Product Recommendations for Implicit Superlative Queries

Kaustubh Dhole, Nikhita Vedula, Saar Kuzi, Giuseppe Castellucci, Eugene Agichtein

Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair

Maksim Borisov, Zhanibek Kozhirbayev, Valentin Malykh

Towards Codec-LM Co-design for Neural Codec Language Models

Shih-Lun Wu, Aakash Lahoti, Arjun D Desai, Karan Goel, Chris Donahue

Detecting Sexism in Tweets: A Sentiment Analysis and Graph Neural Network Approach

Diana P. Madera-Espíndola, Zoe Caballero-Domínguez, Valeria J. Ramírez-Macías, Sabur Butt, Hector Ceballos

Thesis Proposal: Uncertainty in Knowledge Graph Embeddings

Yuqicheng Zhu

Linguistic Features in German BERT: The Role of Morphology, Syntax, and Semantics in Multi-Class Text Classification

Henrike Beyer, Diego Frassinelli

INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Pre-Trained Language Models and Ensemble Learning

Pablo Romero, Lifeng Han, Goran Nenadic

Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation

Yirong Sun, Dawei Zhu, Yanjun Chen, Erjia Xiao, Xinghao Chen

An Efficient Context-Dependent Memory Framework for LLM-Centric Agents

Pengyu Gao, Jinming Zhao, Xinyue Chen, Long Yilin

HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications

Rishi Kalra, Zekun Wu, Ayesha Gulley, Airlie Hilliard, Xin Guan

Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language Models

Arvind krishna Sridhar, Yinyi Guo, Erik Visser

Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilities

Lucas Spangher, Tianle Li, William F. Arnold, Nick Masiewicki, Xerxes Dotiwalla

Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation

Nitin Gupta, Manish Kesarwani, Sambit Ghosh, Sameep Mehta, Carlos Eberhardt

CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search

Kaixin Wu, Yixin Ji, Zeyuan Chen, Qiang Wang, Cunxiang Wang

Pisets: A Robust Speech Recognition System for Lectures and Interviews

Ivan Bondarenko, Daniil Grebenkin, Oleg Sedukhin, Mikhail Klementev, Roman Derunets

Improved Near-Duplicate Detection for Aggregated and Paywalled News-Feeds

Siddharth Tumre, Sangameshwar Patil, Alok Kumar

Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service

Song Wang, Xun Wang, Jie Mei, Yujia Xie, Si-Qing Chen

Dialogue Language Model with Large-Scale Persona Data Engineering

Mengze Hong, Chen Jason Zhang, Chaotao Chen, Rongzhong Lian, Di Jiang

CodeGenWrangler: Data Wrangling task automation using Code-Generating Models

Ashlesha Akella, Abhijit Manatkar, Krishnasuri Narayanam, Sameep Mehta

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

Fajri Koto

Protein2Text: Resampling Mechanism to Translate Protein Sequences into Human-Interpretable Text

Ala Jararweh, Oladimeji Macaulay, David Arredondo, Yue Hu, Luis E Tafoya

Conflict and Overlap Classification in Construction Standards Using a Large Language Model

Seong-Jin Park, Youn-Gyu Jin, Hyun-Young Moon, Choi Bong-Hyuck, Lee Seung Hwan

RAD-Bench: Evaluating Large Language Models’ Capabilities in Retrieval Augmented Dialogues

Tzu-Lin Kuo, Fengting Liao, Mu-Wei Hsieh, Fu-Chieh Chang, Po-Chun Hsu

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

Luis Antonio Gutierrez Guanilo, Mir Tafseer Nayeem, Cristian Jose Lopez Del Alamo, Davood Rafiei

Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs

Cong Duy Vu Hoang, Gioacchino Tangari, Clemence Lanfranchi, Dalu Guo, Paul Cayet

RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy

Akshay Jagatap, Srujana Merugu, Prakash Mandayam Comar

LLM Safety for Children

Prasanjit Rath, Hari Shrawgi, Parag Agrawal, Sandipan Dandapat

Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain

Yuyang Li, Pjm Kerbusch, Rhr Pruim, Tobias Käfer

PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets

Jaeseong Lee, Hojae Han, Jongyoon Kim, Seung-won Hwang, Naun Kang

Medical Spoken Named Entity Recognition

Khai Le-Duc, David Thulke, Hung-Phong Tran, Long Vo-Dang, Khai-Nguyen Nguyen

AutoKB: Automated Creation of Structured Knowledge Bases for Domain-Specific Support

Rishav Sahay, Arihant Jain, Purav Aggarwal, Anoop Saladi

VIT-Pro: Visual Instruction Tuning for Product Images

Vishnu Prabhakaran, Purav Aggarwal, Vishruit Kulshreshtha, Arunita Das, Sahini Venkata Sitaram Sruti

Goal-Driven Data Story, Narrations and Explanations

Aniya Aggarwal, Ankush Gupta, Shivangi Bithel, Arvind Agarwal

Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education

Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani, Estevam Hruschka

Query Variant Detection Using Retriever as Environment

Minji Seo, Youngwon Lee, Seung-won Hwang, Seoho Song, Hee-Cheol Seo

Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation

Kevin Shukang Wang, Karel Joshua Harjono, Ramon Lawrence

Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting

Emmanuel Aboah Boateng, Cassiano O Becker, Nabiha Asghar, Kabir Walia, Ashwin Srinivasan

Break-Ideate-Generate (BrIdGe): Moving beyond Translations for Localization using LLMs

Swapnil Gupta, Lucas Pereira Carlini, Prateek Sircar, Deepak Gupta

Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions

Yang Li, Yuan Shangguan, Yuhao Wang, Liangzhen Lai, Ernie Chang

Granite Guardian: Comprehensive LLM Safeguarding

Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury, Tejaswini Pedapati

Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution

Syed Shariyar Murtaza, Yifan Nie, Elias Avan, Utkarsh Soni, Wanyu Liao

Natural Language Processing for Human Resources: A Survey

Naoki Otani, Nikita Bhutani, Estevam Hruschka

SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use

Hitesh Laxmichand Patel, Amit Agarwal, Arion Das, Bhargava Kumar, Srikant Panda

SuperRAG: Beyond RAG with Layout-Aware Graph Modeling

Chening Yang, Duy-Khanh Vu, Minh-Tien Nguyen, Xuan-Quang Nguyen, Linh Nguyen

Does Self-Attention Need Separate Weights in Transformers?

Md Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem Garibay, Niloofar Yousefi

TurboFuzzLLM: Turbocharging Mutation-based Fuzzing for Effectively Jailbreaking Large Language Models in Practice

Aman Goel, Xian Wu, Zhe Wang, Dmitriy Bespalov, Yanjun Qi

From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA

Victor Barres, Clifton James McFate, Aditya Kalyanpur, Kailash Karthik Saravanakumar, Lori Moon

Can Post-Training Quantization Benefit from an Additional QLoRA Integration?

Xiliang Zhu, Elena Khasanova, Cheng Chen

Evaluating Large Language Models with Enterprise Benchmarks

Bing Zhang, Mikio Takeuchi, Ryo Kawahara, Shubhi Asthana, Md. Maruf Hossain

SCORE: Systematic COnsistency and Robustness Evaluation for Large Language Models

Grigor Nalbandyan, Rima Shahbazyan, Evelina Bakhturina

Visual Zero-Shot E-Commerce Product Attribute Value Extraction

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

MedCodER: A Generative AI Assistant for Medical Coding

Krishanu Das Baksi, Elijah Soba, John J Higgins, Ravi Saini, Jaden Wood

RevieWeaver: Weaving Together Review Insights by Leveraging LLMs and Semantic Similarity

Jiban Adhikary, Mohammad Alqudah, Arun Palghat Udayashankar

Predicting ICU Length of Stay for Patients using Latent Categorization of Health Conditions

Tirthankar Dasgupta, Manjira Sinha, Sudeshna Jana

MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics

Haoan Jin, Jiacheng Shi, Hanhui Xu, Kenny Q. Zhu, Mengyue Wu

MonoTODia: Translating Monologue Requests to Task-Oriented Dialogues

Sebastian Steindl, Ulrich Schäfer, Bernd Ludwig

Chinese Morph Resolution in E-commerce Live Streaming Scenarios

Jiahao Zhu, Jipeng Qiang, Ran Bai, Chenyu Liu, Xiaoye Ouyang

SwissADT: An Audio Description Translation System for Swiss Languages

Lukas Fischer, Yingqiang Gao, Alexa Lintner, Annette Rios, Sarah Ebling

QueryShield: A Platform to Mitigate Enterprise Data Leakage in Queries to External LLMs

Nitin Ramrakhiyani, Delton Myalil, Sachin Pawar, Manoj Apte, Rajan M A

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

Kang Zhang, Osamu Yoshie, Lichao Sun, Weiran Huang

MoFE: Mixture of Frozen Experts Architecture

Jean Seo, Jaeyoon Kim, Hyopil Shin

Octopus: On-device language model for function calling of software APIs

Wei Chen, Zhiyuan Li, Mingyuan Ma

DSRAG: A Double-Stream Retrieval-Augmented Generation Framework for Countless Intent Detection

Pei Guo, Enjie Liu, Ruichao Zhong, Mochi Gao, Yunzhi Tan

Efficient Continual Pre-training of LLMs for Low-resource Languages

Arijit Nag, Soumen Chakrabarti, Animesh Mukherjee, Niloy Ganguly

CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents

Jeiyoon Park, Chanjun Park, Heuiseok Lim

CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning

Zukang Yang, Zixuan Zhu, Jennifer Zhu

Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs

Hyeonwoo Kim, Dahyun Kim, Jihoo Kim, Sukyung Lee, Yungi Kim

TaeBench: Improving Quality of Toxic Adversarial Examples

Jennifer Zhu, Dmitriy Bespalov, Liwen You, Ninad Kulkarni, Yanjun Qi

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

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

Zero-Shot ATC Coding with Large Language Models for Clinical Assessments

Zijian Chen, John-Michael Gamble, Micaela Jantzi, John P. Hirdes, Jimmy Lin

Towards Reliable and Practical Phishing Detection

Hyowon Cho, Minjoon Seo

Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance

Somnath Banerjee, Avik Halder, Rajarshi Mandal, Sayan Layek, Ian Soboroff

Mitigating Bias in Item Retrieval for Enhancing Exam Assembly in Vocational Education Services

Alonso Palomino, Andreas Fischer, David Buschhüter, Roland Roller, Niels Pinkwart

Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study

Bing Zhang, Guang-Jie Ren

CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models

Yifan Zhang, Xue Yang

QSpell 250K: A Large-Scale, Practical Dataset for Chinese Search Query Spell Correction

Dezhi Ye, Haomei Jia, Junwei Hu, Tian Bowen, Jie Liu

Search Query Embeddings via User-behavior-driven Contrastive Learning

Sosuke Nishikawa, Jun Hirako, Nobuhiro Kaji, Koki Watanabe, Hiroki Asano

A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge

Jiaming Luo, Weiyi Luo, Guoqing Sun, Mengchen Zhu, Haifeng Tang

Exploring Straightforward Methods for Automatic Conversational Red-Teaming

George Kour, Naama Zwerdling, Marcel Zalmanovici, Ateret Anaby Tavor, Ora Nova Fandina