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NAACL 2025

1,927 papers

PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes

Xuming Hu, Chuan Lei, Xiao Qin, Asterios Katsifodimos, Christos Faloutsos

Can GPT-4 Sway Experts’ Investment Decisions?

Takehiro Takayanagi, Hiroya Takamura, Kiyoshi Izumi, Chung-Chi Chen

DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery

Xuming Hu, Xiao Qin, Chuan Lei, Asterios Katsifodimos, Zhengyuan Shen

Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception

Zehan Wang, Haifeng Huang, Yang Zhao, Ziang Zhang, Tao Jin

Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement

Xiyao Wang, Jiuhai Chen, Zhaoyang Wang, Yuhang Zhou, Yiyang Zhou

Dis2Dis: Explaining Ambiguity in Fact-Checking

Ieva Staliūnaitė, Andreas Vlachos

HALLUCANA: Fixing LLM Hallucination with A Canary Lookahead

Tianyi Li, Erenay Dayanik, Shubhi Tyagi, Andrea Pierleoni

ToVo: Toxicity Taxonomy via Voting

Tinh Son Luong, Thanh-Thien Le, Thang Viet Doan, Linh Ngo Van, Thien Huu Nguyen

Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue

Jieming Cao, Chen Huang, Yanan Zhang, Ruibo Deng, Jincheng Zhang

Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations

Hao Yang, Hongyuan Lu, Xinhua Zeng, Yang Liu, Xiang Zhang

LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain

Joel Niklaus, Lucia Zheng, Arya D. McCarthy, Christopher Hahn, Brian M Rosen

Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency

Leonidas Gee, Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci

Can LLMs Learn Macroeconomic Narratives from Social Media?

Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, Roi Reichart

MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens

Yongqi Fan, Hongli Sun, Kui Xue, Xiaofan Zhang, Shaoting Zhang

METAPHORSHARE: A Dynamic Collaborative Repository of Open Metaphor Datasets

Joanne Boisson, Arif Mehmood, Jose Camacho-Collados

EventFull: Complete and Consistent Event Relation Annotation

Alon Eirew, Eviatar Nachshoni, Aviv Slobodkin, Ido Dagan

Storybranch - generating multimedia content from novels

Rushikesh Hiray, Venelin Kovatchev

Constructing Multimodal Datasets from Scratch for Rapid Development of a Japanese Visual Language Model

Keito Sasagawa, Koki Maeda, Issa Sugiura, Shuhei Kurita, Naoaki Okazaki

L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects

Yutaro Yamada, Khyathi Chandu, Bill Yuchen Lin, Jack Hessel, Ilker Yildirim

LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications

Danqing Zhang, Balaji Rama, Jingyi Ni, Shiying He, Fu Zhao

FACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated Text

Varich Boonsanong, Vidhisha Balachandran, Xiaochuang Han, Shangbin Feng, Lucy Lu Wang

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design

Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang

MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation

Zhenran Xu, Jifang Wang, Baotian Hu, Longyue Wang, Min Zhang

ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval

Mingxu Tao, Bowen Tang, Mingxuan Ma, Yining Zhang, Hourun Li

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

Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots

Hongming Zhang, Xiaoman Pan, Hongwei Wang, Kaixin Ma, Wenhao Yu

NeMo-Inspector: A Visualization Tool for LLM Generation Analysis

Daria Gitman, Igor Gitman, Evelina Bakhturina

A Sentence-Level Visualization of Attention in Large Language Models

Seongbum Seo, Sangbong Yoo, Hyelim Lee, Yun Jang, Ji Hwan Park

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

Seohyun Song, Eunkyul Leah Jo, Yige Chen, Jeen-Pyo Hong, Kyuwon Kim

SURF: A System to Unveil Explainable Risk Relations between Firms

Yu-Hsiang Wang, Wei-Ning Chiu, Yi-Tai Hsiao, Yu-Shiang Huang, Yi-Shyuan Chiang

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

Siddhant Arora, Yifan Peng, Jiatong Shi, Jinchuan Tian, William Chen

Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents

Zihao Lin, Zichao Wang, Yuanting Pan, Varun Manjunatha, Ryan A. Rossi

VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music

Jiatong Shi, Hye-jin Shim, Jinchuan Tian, Siddhant Arora, Haibin Wu

CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation

Faria Huq, Zora Zhiruo Wang, Frank F. Xu, Tianyue Ou, Shuyan Zhou

GenSim: A General Social Simulation Platform with Large Language Model based Agents

Jiakai Tang, Heyang Gao, Xuchen Pan, Lei Wang, Haoran Tan

InspectorRAGet: An Introspection Platform for RAG Evaluation

Kshitij P Fadnis, Siva Sankalp Patel, Odellia Boni, Yannis Katsis, Sara Rosenthal

ESPnet-SpeechLM: An Open Speech Language Model Toolkit

Jinchuan Tian, Jiatong Shi, William Chen, Siddhant Arora, Yoshiki Masuyama

Prompto: An open source library for asynchronous querying of LLM endpoints

Ryan Sze-Yin Chan, Federico Nanni, Angus Redlarski Williams, Edwin Brown, Liam Burke-Moore

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Wenxuan Zhang, Hou Pong Chan, Yiran Zhao, Mahani Aljunied, Jianyu Wang

AutoClean: LLMs Can Prepare Their Training Corpus

Xingyu Shen, Shengding Hu, Xinrong Zhang, Xu Han, Xiaojun Meng

MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation

Javier Garcia Gilabert, Carlos Escolano, Audrey Mash, Xixian Liao, Maite Melero

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

Hannah VanderHoeven, Brady Bhalla, Ibrahim Khebour, Austin C. Youngren, Videep Venkatesha

ATAIGI: An AI-Powered Multimodal Learning App Leveraging Generative Models for Low-Resource Taiwanese Hokkien

Yun-Hsin Chu, Shuai Zhu, Shou-Yi Hung, Bo-Ting Lin, En-Shiun Annie Lee

Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models

Hyunbyung Park, Sukyung Lee, Gyoungjin Gim, Yungi Kim, Dahyun Kim

Social Intelligence in the Age of LLMs

Hao Zhu, Bodhisattwa Prasad Majumder, Dirk Hovy, Diyi Yang

LLMs and Copyright Risks: Benchmarks and Mitigation Approaches

Denghui Zhang, Zhaozhuo Xu, Weijie Zhao

Learning Language through Grounding

Freda Shi, Ziqiao Ma, Jiayuan Mao, Parisa Kordjamshidi, Joyce Chai

Adaptation of Large Language Models

Zixuan Ke, Yifei Ming, Shafiq Joty

Knowledge Distillation for Language Models

Yuqiao Wen, Freda Shi, Lili Mou

Foundation Models Meet Embodied Agents

Manling Li, Yunzhu Li, Jiayuan Mao, Wenlong Huang

DAMAGeR: Deploying Automatic and Manual Approaches to GenAI Red-teaming

Manish Nagireddy, Michael Feffer, Ioana Baldini

Creative Planning with Language Models: Practice, Evaluation and Applications

Alexander Spangher, Tenghao Huang, Philippe Laban, Nanyun Peng

Rosetta-PL: Propositional Logic as a Benchmark for Large Language Model Reasoning

Shaun Lee Baek, Shaun Esua-Mensah, Cyrus Tsui, Sejan Vigneswaralingam, Abdullah Alali

Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions

Toma Suzuki, Ayuki Katayama, Seiji Gobara, Ryo Tsujimoto, Hibiki Nakatani

Towards LLMs Robustness to Changes in Prompt Format Styles

Lilian Ngweta, Kiran Kate, Jason Tsay, Yara Rizk

MENDER: Multi-hop Commonsense and Domain-specific CoT Reasoning for Knowledge-grounded Empathetic Counseling of Crime Victims

Abid Hossain, Priyanshu Priya, Armita Mani Tripathi, Pradeepika Verma, Asif Ekbal

LLM DEBATE OPPONENT : Counter-argument Generation focusing on Implicit and Critical Premises

Taisei Ozaki, Chihiro Nakagawa, Naoya Inoue, Shoichi Naito, Kenshi Yamaguchi

(CPER) From Guessing to Asking: An Approach to Resolving Persona Knowledge Gap in LLMs during Multi-Turn Conversations

Sarvesh Baskar, Manas Gaur, Srinivasan Parthasarathy, Tanmay Tulsidas Verlekar

Evaluating Text Style Transfer Evaluation: Are There Any Reliable Metrics?

Sourabrata Mukherjee, Atul Kr. Ojha, John P. McCrae, Ondřej Dušek

Do Video Language Models really understand the video contexts?

Jeongwan Shin, Jinhyeong Lim, Hyeyoung Park

Paraphrase-based Contrastive Learning for Sentence Pair Modeling

Seiji Sugiyama, Risa Kondo, Tomoyuki Kajiwara, Takashi Ninomiya

Representing and Clustering Errors in Offensive Language Detection

Jood Otey, Laura Biester, Steven R Wilson

MetaMeme: A Dataset for Meme Template and Meta-Category Classification

Benjamin Lambright, Jordan Youner, Constantine Lignos

DateLogicQA: Benchmarking Temporal Biases in Large Language Models

Gagan Bhatia, Ming Ze Tang, Cristina Mahanta, Madiha Kazi

MDC3: A Novel Multimodal Dataset for Commercial Content Classification in Bengali

Anik Mahmud Shanto, Mst. Sanjida Jamal Priya, Fahim Shakil Tamim, Mohammed Moshiul Hoque