NAACL 2025

1,927 papers

Sentence-Alignment in Semi-parallel Datasets

Steffen Frenzel, Manfred Stede

Rethinking Scene Segmentation. Advancing Automated Detection of Scene Changes in Literary Texts

Svenja Guhr, Huijun Mao, Fengyi Lin

Automating Violence Detection and Categorization from Ancient Texts

Alhassan Abdelhalim, Michaela Regneri

Generation of Russian Poetry of Different Genres and Styles Using Neural Networks with Character-Level Tokenization

Ilya Koziev, Alena Fenogenova

Evaluating LLM-Prompting for Sequence Labeling Tasks in Computational Literary Studies

Axel Pichler, Janis Pagel, Nils Reiter

HieroLM: Egyptian Hieroglyph Recovery with Next Word Prediction Language Model

Xuheng Cai, Erica Zhang

LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection

Martin Wessel

Preserving Comorian Linguistic Heritage: Bidirectional Transliteration Between the Latin Alphabet and the Kamar-Eddine System

Abdou Mohamed Naira, Abdessalam Bahafid, Zakarya Erraji, Anass Allak, Mohamed Soibira Naoufal

Matching and Linking Entries in Historical Swedish Encyclopedias

Simon Börjesson, Erik Ersmark, Pierre Nugues

DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems

Anni Zou, Wenhao Yu, Hongming Zhang, Kaixin Ma, Deng Cai

Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction

Ritam Dutt, Shounak Sural, Carolyn Rose

ClaimCheck: Automatic Fact-Checking of Textual Claims using Web Evidence

Akshith Reddy Putta, Jacob Devasier, Chengkai Li

PROPEL: Prompt Optimization with Expert Priors for Small and Medium-sized LLMs

Kawin Mayilvaghanan, Varun Nathan, Ayush Kumar

MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering

Kuo-Han Hung, Hung-Chieh Fang, Chao-Wei Huang, Yun-Nung Chen

Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge

Autumn Toney-Wails, Ryan Wails, Caleb Smith

Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning

Md Rizwan Parvez

Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation

Priyaranjan Pattnayak, Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel, Srikant Panda

HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning

Manish Bhattarai, Ryan Barron, Maksim Eren, Minh Vu, Vesselin Grantcharov

A Novel Multi-Document Retrieval Benchmark: Journalist Source-Selection in Newswriting

Alexander Spangher, Tenghao Huang, Yiqin Huang, Lucas Spangher, Sewon Min

Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs

Mirazul Haque, Petr Babkin, Farima Farmahinifarahani, Manuela Veloso

EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering

Tan Yu, Wenfei Zhou, Lei Yang, Aaditya Shukla, Meenakshi Madugula

StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering

Zhenyu Bi, Daniel Hajialigol, Zhongkai Sun, Jie Hao, Xuan Wang

RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs

Vibha Belavadi, Tushar Vatsa, Dewang Sultania, Suhas Suresha, Ishita Verma

LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning

Shuguang Chen, Guang Lin

Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation

Manish Bhattarai, Minh Vu, Javier E. Santos, Ismael Boureima, Daniel O’Malley

Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation

Bryan Li, Jiaming Luo, Eleftheria Briakou, Colin Cherry

GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets

Pollawat Hongwimol, Dong Sheng, Li Zhang, Kai Liu, Xiufei Wang

Investigating Large Language Models for Text-to-SPARQL Generation

Jacopo D’Abramo, Andrea Zugarini, Paolo Torroni

Generating Tables from the Parametric Knowledge of Language Models

Yevgeni Berkovitch, Oren Glickman, Amit Somech, Tomer Wolfson

Retrieval of Temporal Event Sequences from Textual Descriptions

Zefang Liu, Yinzhu Quan

ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis

James P. Beno

Entity Retrieval for Answering Entity-Centric Questions

Hassan Shavarani, Anoop Sarkar

Evaluating Robustness of LLMs to Numerical Variations in Mathematical Reasoning

Yuli Yang, Hiroaki Yamada, Takenobu Tokunaga

Error Reflection Prompting: Can Large Language Models Successfully Understand Errors?

Jason Li, Lauren Yraola, Kevin Zhu, Sean O’Brien

Self Knowledge-Tracing for Tool Use (SKT-Tool): Helping LLM Agents Understand Their Capabilities in Tool Use

Joshua Vigel, Renpei Cai, Eleanor Chen, Anish Neema, Austen Liao

Exploring Multimodal Language Models for Sustainability Disclosure Extraction: A Comparative Study

Tanay Gupta, Tushar Goel, Ishan Verma

Exploring Limitations of LLM Capabilities with Multi-Problem Evaluation

Zhengxiang Wang, Jordan Kodner, Owen Rambow

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction

Aishik Nagar, Viktor Schlegel, Thanh-Tung Nguyen, Hao Li, Yuping Wu

Aligning Sizes of Intermediate Layers by LoRA Adapter for Knowledge Distillation

Takeshi Suzuki, Hiroaki Yamada, Takenobu Tokunaga

Bridging the Faithfulness Gap in Prototypical Models

Andrew Koulogeorge, Sean Xie, Saeed Hassanpour, Soroush Vosoughi

Does Training on Synthetic Data Make Models Less Robust?

Lingze Zhang, Ellie Pavlick

Monte Carlo Sampling for Analyzing In-Context Examples

Stephanie Schoch, Yangfeng Ji

Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer

Soumen Kumar Mondal, Sayambhu Sen, Abhishek Singhania, Preethi Jyothi

Do Prevalent Bias Metrics Capture Allocational Harms from LLMs?

Hannah Cyberey, Yangfeng Ji, David Evans

Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models

Mario Sanz-Guerrero, Katharina von der Wense

Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based

Jeongwoo Kang, Maximin Coavoux, Didier Schwab, Cédric Lopez

In-Context Learning on a Budget: A Case Study in Token Classification

Uri Berger, Tal Baumel, Gabriel Stanovsky

Challenging Assumptions in Learning Generic Text Style Embeddings

Phil Ostheimer, Marius Kloft, Sophie Fellenz

An Analysis of Scoring Methods for Reranking in Large Language Model Story Generation

Megan Deering, Gerald Penn

Multi-Agent Based Character Simulation for Story Writing

Tian Yu, Ken Shi, Zixin Zhao, Gerald Penn

RONA: Pragmatically Diverse Image Captioning with Coherence Relations

Aashish Anantha Ramakrishnan, Aadarsh Anantha Ramakrishnan, Dongwon Lee

Voice Interaction With Conversational AI Could Facilitate Thoughtful Reflection and Substantive Revision in Writing

Jiho Kim, Philippe Laban, Xiang Chen, Kenneth C. Arnold

Interaction-Required Suggestions for Control, Ownership, and Awareness in Human-AI Co-Writing

Kenneth C. Arnold, Jiho Kim

From Crafting Text to Crafting Thought: Grounding Intelligent Writing Support to Writing Center Pedagogy

Yijun Liu, Tal August

AI Writing Assistants in Tanzanian Universities: Adoption Trends, Challenges, and Opportunities

Alfred Malengo Kondoro

ReadCtrl: Personalizing text generation with readability-controlled instruction learning

Hieu Tran, Zonghai Yao, Lingxi Li, Hong Yu

ARWI: Arabic Write and Improve

Kirill Chirkunov, Bashar Alhafni, Chatrine Qwaider, Nizar Habash, Ted Briscoe

Understanding Writing Assistants for Scientific Figure Captions: A Thematic Analysis

Ho Yin Sam Ng, Ting-Yao Hsu, Jiyoo Min, Sungchul Kim, Ryan A. Rossi

Overview of the Shared Task on Fake News Detection in Dravidian Languages-DravidianLangTech@NAACL 2025

Malliga Subramanian, Premjith B, Kogilavani Shanmugavadivel, Santhiya Pandiyan, Balasubramanian Palani

KEC_AI_BRIGHTRED@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian languages

Kogilavani Shanmugavadivel, Malliga Subramanian, Nishdharani P, Santhiya E, Yaswanth Raj E

Overview on Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments: DravidianLangTech@NAACL 2025

Bharathi Raja Chakravarthi, Saranya Rajiakodi, Thenmozhi Durairaj, Sathiyaraj Thangasamy, Ratnasingam Sakuntharaj

cuetRaptors@DravidianLangTech 2025: Transformer-Based Approaches for Detecting Abusive Tamil Text Targeting Women on Social Media

Md. Mubasshir Naib, Md. Saikat Hossain Shohag, Alamgir Hossain, Jawad Hossain, Mohammed Moshiul Hoque

Overview of the Shared Task on Sentiment Analysis in Tamil and Tulu

Durairaj Thenmozhi, Bharathi Raja Chakravarthi, Asha Hegde, Hosahalli Lakshmaiah Shashirekha, Rajeswari Natarajan

Findings of the Shared Task on Misogyny Meme Detection: DravidianLangTech@NAACL 2025

Bharathi Raja Chakravarthi, Rahul Ponnusamy, Saranya Rajiakodi, Shunmuga Priya Muthusamy Chinnan, Paul Buitelaar

Synapse@DravidianLangTech 2025: Multiclass Political Sentiment Analysis in Tamil X (Twitter) Comments: Leveraging Feature Fusion of IndicBERTv2 and Lexical Representations

Suriya Kp, Durai Singh K, Vishal A S, Kishor S, Sachin Kumar S

ANSR@DravidianLangTech 2025: Detection of Abusive Tamil and Malayalam Text Targeting Women on Social Media using RoBERTa and XGBoost

Nishanth S, Shruthi Rengarajan, S Ananthasivan, Burugu Rahul, Sachin Kumar S

Wictory@DravidianLangTech 2025: Political Sentiment Analysis of Tamil X(Twitter) Comments using LaBSE and SVM

Nithish Ariyha K, Eshwanth Karti T R, Yeshwanth Balaji A P, Vikash J, Sachin Kumar S

Trio Innovators @ DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages

Radha N, Swathika R, Farha Afreen I, Annu G, Apoorva A

DravLingua@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages using Late Fusion of Muril and Wav2Vec Models

Aishwarya Selvamurugan

Celestia@DravidianLangTech 2025: Malayalam-BERT and m-BERT based transformer models for Fake News Detection in Dravidian Languages

Syeda Alisha Noor, Sadia Anjum, Syed Ahmad Reza, Md Rashadur Rahman

Findings of the Shared Task on Abusive Tamil and Malayalam Text Targeting Women on Social Media: DravidianLangTech@NAACL 2025

Saranya Rajiakodi, Bharathi Raja Chakravarthi, Shunmuga Priya Muthusamy Chinnan, Ruba Priyadharshini, Rajameenakshi J

SSN_IT_NLP@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media

Maria Nancy C, Radha N, Swathika R

The_Deathly_Hallows@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages

Kogilavani Shanmugavadivel, Malliga Subramanian, Vasantharan K, Prethish G A, Santhosh S

CoreFour_IIITK@DravidianLangTech 2025: Abusive Content Detection Against Women Using Machine Learning And Deep Learning Models

Varun Balaji S, Bojja Revanth Reddy, Vyshnavi Reddy Battula, Suraj Nagunuri, Balasubramanian Palani

CIC-NLP@DravidianLangTech 2025: Fake News Detection in Dravidian Languages

Tewodros Achamaleh, Nida Hafeez, Mikiyas Mebraihtu, Fatima Uroosa, Grigori Sidorov

TeamVision@DravidianLangTech 2025: Detecting AI generated product reviews in Dravidian Languages

Shankari S R, Sarumathi P, Bharathi B

TensorTalk@DravidianLangTech 2025: Sentiment Analysis in Tamil and Tulu using Logistic Regression and SVM

K Anishka, Anne Jacika J

KCRL@DravidianLangTech 2025: Multi-View Feature Fusion with XLM-R for Tamil Political Sentiment Analysis

Md Ayon Mia, Fariha Haq, Md. Tanvir Ahammed Shawon, Golam Sarwar Md. Mursalin, Muhammad Ibrahim Khan

KCRL@DravidianLangTech 2025: Multi-Pooling Feature Fusion with XLM-RoBERTa for Malayalam Fake News Detection and Classification

Fariha Haq, Md. Tanvir Ahammed Shawon, Md Ayon Mia, Golam Sarwar Md. Mursalin, Muhammad Ibrahim Khan

TEAM_STRIKERS@DravidianLangTech2025: Misogyny Meme Detection in Tamil Using Multimodal Deep Learning

Kogilavani Shanmugavadivel, Malliga Subramanian, Mohamed Arsath H, Ramya K, Ragav R

AnalysisArchitects@DravidianLangTech 2025: Machine Learning Approach to Political Multiclass Sentiment Analysis of Tamil

Abirami Jayaraman, Aruna Devi Shanmugam, Dharunika Sasikumar, Bharathi B

AnalysisArchitects@DravidianLangTech 2025: BERT Based Approach For Detecting AI Generated Product Reviews In Dravidian Languages

Abirami Jayaraman, Aruna Devi Shanmugam, Dharunika Sasikumar, Bharathi B

NAYEL@DravidianLangTech-2025: Character N-gram and Machine Learning Coordination for Fake News Detection in Dravidian Languages

Hamada Nayel, Mohammed Aldawsari, Hosahalli Lakshmaiah Shashirekha

CUET_NLP_FiniteInfinity@DravidianLangTech 2025: Exploring Large Language Models for AI-Generated Product Review Classification in Malayalam

Md. Zahid Hasan, Safiul Alam Sarker, MD Musa Kalimullah Ratul, Kawsar Ahmed, Mohammed Moshiul Hoque

Towards Effective Emotion Analysis in Low-Resource Tamil Texts

Priyatharshan Balachandran, Uthayasanker Thayasivam, Randil Pushpananda, Ruvan Weerasinghe

Hydrangea@DravidianLanTech2025: Abusive language Identification from Tamil and Malayalam Text using Transformer Models

Shanmitha Thirumoorthy, Thenmozhi Durairaj, Ratnavel Rajalakshmi

TSD: Towards Computational Processing of Tamil Similes - A Tamil Simile Dataset

Aathavan Nithiyananthan, Jathushan Raveendra, Uthayasanker Thayasivam

DLTCNITPY@DravidianLangTech 2025 Abusive Code-mixed Text Detection System Targeting Women for Tamil and Malayalam Languages using Deep Learning Technique

Habiba A, Aghila G

Detection of Religious Hate Speech During Elections in Karnataka

Msvpj Sathvik, Raj Sonani, Ravi Teja Potla

LexiLogic@DravidianLangTech 2025: Political Multiclass Sentiment Analysis of Tamil X(Twitter) Comments and Sentiment Analysis in Tamil and Tulu

Billodal Roy, Souvik Bhattacharyya, Pranav Gupta, Niranjan Kumar M

LexiLogic@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian languages

Billodal Roy, Pranav Gupta, Souvik Bhattacharyya, Niranjan Kumar M

cantnlp@DravidianLangTech-2025: A Bag-of-Sounds Approach to Multimodal Hate Speech Detection

Sidney Wong, Andrew Li

CUET_NetworkSociety@DravidianLangTech 2025: A Transformer-Driven Approach to Political Sentiment Analysis of Tamil X (Twitter) Comments

Tofayel Ahmmed Babu, MD Musa Kalimullah Ratul, Sabik Aftahee, Jawad Hossain, Mohammed Moshiul Hoque

CUET_NetworkSociety@DravidianLangTech 2025: A Multimodal Framework to Detect Misogyny Meme in Dravidian Languages

MD Musa Kalimullah Ratul, Sabik Aftahee, Tofayel Ahmmed Babu, Jawad Hossain, Mohammed Moshiul Hoque

CUET_NetworkSociety@DravidianLangTech 2025: A Transformer-Based Approach for Detecting AI-Generated Product Reviews in Low-Resource Dravidian Languages

Sabik Aftahee, Tofayel Ahmmed Babu, MD Musa Kalimullah Ratul, Jawad Hossain, Mohammed Moshiul Hoque

CUET-NLP_MP@DravidianLangTech 2025: A Transformer-Based Approach for Bridging Text and Vision in Misogyny Meme Detection in Dravidian Languages

Md. Mohiuddin, Md Minhazul Kabir, Kawsar Ahmed, Mohammed Moshiul Hoque

One_by_zero@DravidianLangTech 2025: A Multimodal Approach for Misogyny Meme Detection in Malayalam Leveraging Visual and Textual Features

Dola Chakraborty, Shamima Afroz, Jawad Hossain, Mohammed Moshiul Hoque

CIC-NLP@DravidianLangTech 2025: Detecting AI-generated Product Reviews in Dravidian Languages

Tewodros Achamaleh, Tolulope Olalekan Abiola, Lemlem Eyob Kawo, Mikiyas Mebraihtu, Grigori Sidorov

CUET_Novice@DravidianLangTech 2025: A Bi-GRU Approach for Multiclass Political Sentiment Analysis of Tamil Twitter (X) Comments

Arupa Barua, Md Osama, Ashim Dey

SemanticCuetSync@DravidianLangTech 2025: Multimodal Fusion for Hate Speech Detection - A Transformer Based Approach with Cross-Modal Attention

Md. Sajjad Hossain, Symom Hossain Shohan, Ashraful Islam Paran, Jawad Hossain, Mohammed Moshiul Hoque