ACL 2025

4,141 papers

SlimLM: An Efficient Small Language Model for On-Device Document Assistance

Thang M. Pham, Phat T. Nguyen, Seunghyun Yoon, Viet Dac Lai, Franck Dernoncourt

LiDARR: Linking Document AMRs with Referents Resolvers

Jon Cai, Kristin Wright-Bettner, Zekun Zhao, Shafiuddin Rehan Ahmed, Abijith Trichur Ramachandran

iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation

Zheyong Xie, Shaosheng Cao, Zuozhu Liu, Zheyu Ye, Zihan Niu

GreaterPrompt: A Unified, Customizable, and High-Performing Open-Source Toolkit for Prompt Optimization

Wenliang Zheng, Sarkar Snigdha Sarathi Das, Yusen Zhang, Rui Zhang

Live Football Commentary System Providing Background Information

Yuichiro Mori, Chikara Tanaka, Aru Maekawa, Satoshi Kosugi, Tatsuya Ishigaki

RT-VC: Real-Time Zero-Shot Voice Conversion with Speech Articulatory Coding

Yisi Liu, Chenyang Wang, Hanjo Kim, Raniya Khan, Gopala Anumanchipalli

FORG3D: Flexible Object Rendering for Generating Vision-Language Spatial Reasoning Data from 3D Scenes

Oscar Pang, Freda Shi

Dialz: A Python Toolkit for Steering Vectors

Zara Siddique, Liam Turner, Luis Espinosa-Anke

DECAF: A Dynamically Extensible Corpus Analysis Framework

Max Müller-Eberstein, Rob van der Goot, Anna Rogers

ZeroSumEval: An Extensible Framework For Scaling LLM Evaluation with Inter-Model Competition

Hisham Abdullah Alyahya, Haidar Khan, Yazeed Alnumay, M Saiful Bari, Bulent Yener

Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines

Yunsu Kim, Ahmedelmogtaba Abdelaziz, Thiago Castro Ferreira, Mohamed Al-badrashiny, Hassan Sawaf

The Open Argument Mining Framework

Debela Gemechu, Ramon Ruiz-Dolz, Kamila Górska, Somaye Moslemnejad, Eimear Maguire

Scholar Inbox: Personalized Paper Recommendations for Scientists

Markus Flicke, Glenn Angrabeit, Madhav Iyengar, Vitalii Protsenko, Illia Shakun

Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges

Thilo Spinner, Rita Sevastjanova, Rebecca Kehlbeck, Tobias Stähle, Daniel A. Keim

LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review

Cheng Yuan, Xinkai Rui, Yongqi Fan, Yawei Fan, Boyang Zhong

ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases

Yongnan Chen, Zhuo Chang, Shijia Gu, Yuanhang Zong, Mei Zhang

DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral

Qiang Sun, Sirui Li, Tingting Bi, Du Q. Huynh, Mark Reynolds

SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding

Shunfeng Zheng, Meng Fang, Ling Chen

GenGO Ultra: an LLM-powered ACL Paper Explorer

Sotaro Takeshita, Tornike Tsereteli, Simone Paolo Ponzetto

VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning

Yang Tan, Chen Liu, Jingyuan Gao, Banghao Wu, Mingchen Li

DEEP: an automatic bidirectional translator leveraging an ASR for translation of Italian sign language

Nicolas Tagliabue, Elisa Colletti, Francesco Roberto Dani, Roberto Tedesco, Sonia Cenceschi

AI4Reading: Chinese Audiobook Interpretation System Based on Multi-Agent Collaboration

Minjiang Huang, Jipeng Qiang, Yi Zhu, Chaowei Zhang, Xiangyu Zhao

Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models

Jiaxiang Liu, Boxuan Xing, Chenhao Yuan, Chenxiang Zhang, Di Wu

AutoAlign: Get Your LLM Aligned with Minimal Annotations

Xinyu Lu, Dong Xu, Chunkang Zhang, Xinyan Guan, Junxiang Wang

OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens

Jiacheng Liu, Taylor Blanton, Yanai Elazar, Sewon Min, Yen-Sung Chen

The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community

Shachar Don-Yehiya, Leshem Choshen, Omri Abend

Token Level Routing Inference System for Edge Devices

Jianshu She, Wenhao Zheng, Zhengzhong Liu, Hongyi Wang, Eric P. Xing

Dia-Lingle: A Gamified Interface for Dialectal Data Collection

Jiugeng Sun, Rita Sevastjanova, Sina Ahmadi, Rico Sennrich, Mennatallah El-Assady

ReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths

Zongqian Li, Ehsan Shareghi, Nigel Collier

Tulun: Transparent and Adaptable Low-resource Machine Translation

Raphael Merx, Hanna Suominen, Lois Yinghui Hong, Nick Thieberger, Trevor Cohn

Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval

Keyan Xu, Dingzirui Wang, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research

Qianqian Zhang, Jiajia Liao, Heting Ying, Yibo Ma, Haozhan Shen

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture

Valentin Mamedov, Evgenii Kosarev, Gregory Leleytner, Ilya Shchuckin, Valeriy Berezovskiy

Textagon: Boosting Language Models with Theory-guided Parallel Representations

John P. Lalor, Ruiyang Qin, David Dobolyi, Ahmed Abbasi

SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism

Lynn Khellaf, Ipek Baris Schlicht, Tilman Mirass, Julia Bayer, Tilman Wagner

My Climate CoPilot: A Question Answering System for Climate Adaptation in Agriculture

Vincent Nguyen, Willow Hallgren, Ashley Harkin, Mahesh Prakash, Sarvnaz Karimi

FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation

Zheqi He, Yesheng Liu, Jing-Shu Zheng, Xuejing Li, Jin-ge Yao

Multi-Programming Language Sandbox for LLMs

Shihan Dou, Jiazheng Zhang, Jianxiang Zang, Yunbo Tao, Weikang Zhou

NameTag 3: A Tool and a Service for Multilingual/Multitagset NER

Jana Straková, Milan Straka

MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore

Yingxu He, Zhuohan Liu, Geyu Lin, Shuo Sun, Bin Wang

PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement

Xin Quan, Marco Valentino, Danilo Carvalho, Dhairya Dalal, Andre Freitas

MapQaTor: An Extensible Framework for Efficient Annotation of Map-Based QA Datasets

Mahir Labib Dihan, Mohammed Eunus Ali, Md Rizwan Parvez

Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models

Jongho Kim, Seung-won Hwang

LAMB: A Training-Free Method to Enhance the Long-Context Understanding of SSMs via Attention-Guided Token Filtering

Zhifan Ye, Zheng Wang, Kejing Xia, Jihoon Hong, Leshu Li

Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning

Nathaniel Krasner, Nicholas Lanuzo, Antonios Anastasopoulos

WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More Challenging

Ahmed Elhady, Eneko Agirre, Mikel Artetxe

Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation

Chengwei Qin, Wenxuan Zhou, Karthik Abinav Sankararaman, Nanshu Wang, Tengyu Xu

Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human?

Takumi Goto, Yusuke Sakai, Taro Watanabe

Should I Believe in What Medical AI Says? A Chinese Benchmark for Medication Based on Knowledge and Reasoning

Yue Wu, Yangmin Huang, Qianyun Du, Lixian Lai, Zhiyang He

Improving Fairness of Large Language Models in Multi-document Summarization

Haoyuan Li, Rui Zhang, Snigdha Chaturvedi

ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction

Ekta Sood, Prajit Dhar, Enrica Troiano, Rosy Southwell, Sidney K. D’Mello

CHEER-Ekman: Fine-grained Embodied Emotion Classification

Phan Anh Duong, Cat Luong, Divyesh Bommana, Tianyu Jiang

Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders

Taku Oi, Makoto Miwa

Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models

Fardin Ahsan Sakib, Ziwei Zhu, Karen Trister Grace, Meliha Yetisgen, Ozlem Uzuner

WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models

Zheng Hui, Yinheng Li, Dan Zhao, Colby Banbury, Tianyi Chen

TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination Evaluation

Jialin Ouyang

Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching

Juan Wisznia, Cecilia Bolaños, Juan Tollo, Giovanni Franco Gabriel Marraffini, Agustín Andrés Gianolini

Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure

Zheyuan Yang, Zexi Kuang, Xue Xia, Yilun Zhao

Zero-Shot Text-to-Speech for Vietnamese

Thi Vu, Linh The Nguyen, Dat Quoc Nguyen

Quantifying Misattribution Unfairness in Authorship Attribution

Pegah Alipoormolabashi, Ajay Patel, Niranjan Balasubramanian

Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints

Kaikai An, Shuzheng Si, Helan Hu, Haozhe Zhao, Yuchi Wang

Different Speech Translation Models Encode and Translate Speaker Gender Differently

Dennis Fucci, Marco Gaido, Matteo Negri, Luisa Bentivogli, Andre Martins

Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding

Keqin Peng, Liang Ding, Yuanxin Ouyang, Meng Fang, Yancheng Yuan

Unique Hard Attention: A Tale of Two Sides

Selim Jerad, Anej Svete, Jiaoda Li, Ryan Cotterell

Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar

Andrew Gambardella, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs

Ananth Muppidi, Abhilash Nandy, Sambaran Bandyopadhyay

ProgCo: Program Helps Self-Correction of Large Language Models

Xiaoshuai Song, Yanan Wu, Weixun Wang, Jiaheng Liu, Wenbo Su

Transferring Textual Preferences to Vision-Language Understanding through Model Merging

Chen-An Li, Tzu-Han Lin, Yun-Nung Chen, Hung-yi Lee

Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models

Junwoo Park, Hyuck Lee, Dohyun Lee, DAEHOON GWAK, Jaegul Choo

From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence

Ronja Stern, Ken Kawamura, Matthias Stürmer, Ilias Chalkidis, Joel Niklaus

TigerLLM - A Family of Bangla Large Language Models

Nishat Raihan, Marcos Zampieri

LLMs syntactically adapt their language use to their conversational partner

Florian Kandra, Vera Demberg, Alexander Koller

MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness

Ye Wang, Xinrun Xu, Zhiming Ding

Meaning Variation and Data Quality in the Corpus of Founding Era American English

Dallas Card

Efficient Knowledge Editing via Minimal Precomputation

Akshat Gupta, Maochuan Lu, Thomas Hartvigsen, Gopala Anumanchipalli

Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation

Quan Nguyen-Tri, Cong Dao Tran, Hoang Thanh-Tung

Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress

Lorenzo Proietti, Stefano Perrella, Roberto Navigli

CoRet: Improved Retriever for Code Editing

Fabio James Fehr, Prabhu Teja S, Luca Franceschi, Giovanni Zappella

Memorization Inheritance in Sequence-Level Knowledge Distillation for Neural Machine Translation

Verna Dankers, Vikas Raunak

Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results

Andrea Santilli, Adam Golinski, Michael Kirchhof, Federico Danieli, Arno Blaas

Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs

Xuan Zhang, Cunxiao Du, Sicheng Yu, Jiawei Wu, Fengzhuo Zhang

Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding

Zikai Xiao, Ziyang Wang, Wen Ma, Yan Zhang, Wei Shen

Decoder-Only LLMs can be Masked Auto-Encoders

Dan Qiao, Yuan Gao, Zheming Yang, Di Yang, Ziheng Wu

Can LLMs Understand Unvoiced Speech? Exploring EMG-to-Text Conversion with LLMs

Payal Mohapatra, Akash Pandey, Xiaoyuan Zhang, Qi Zhu

The Role of Abstract Representations and Observed Preferences in the Ordering of Binomials in Large Language Models

Zachary Nicholas Houghton, Kenji Sagae, Emily Morgan

GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction

Mohammadtaha Bagherifard, Sahar Rajabi, Ali Edalat, Yadollah Yaghoobzadeh

A Variational Approach for Mitigating Entity Bias in Relation Extraction

Samuel Mensah, Elena Kochkina, Jabez Magomere, Joy Prakash Sain, Simerjot Kaur

SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations

Danush Khanna, Pratinav Seth, Sidhaarth Sredharan Murali, Aditya Kumar Guru, Siddharth Shukla

Acoustic Individual Identification of White-Faced Capuchin Monkeys Using Joint Multi-Species Embeddings

Álvaro Vega-Hidalgo, Artem Abzaliev, Thore Bergman, Rada Mihalcea

Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering

William Jurayj, Jeffrey Cheng, Benjamin Van Durme

That doesn’t sound right: Evaluating speech transcription quality in field linguistics corpora

Eric Le Ferrand, Bo Jiang, Joshua Hartshorne, Emily Prud’hommeaux

Dynamic Order Template Prediction for Generative Aspect-Based Sentiment Analysis

Yonghyun Jun, Hwanhee Lee

Human Alignment: How Much Do We Adapt to LLMs?

Cazalets Tanguy, Ruben Janssens, Tony Belpaeme, Joni Dambre

ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events

Duygu Sezen Islakoglu, Jan-Christoph Kalo

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring

Hyein Seo, Taewook Hwang, Yohan Lee, Sangkeun Jung

Advancing Sequential Numerical Prediction in Autoregressive Models

Xiang Fei, Jinghui Lu, Qi Sun, Hao Feng, Yanjie Wang

Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model

Sihan Tan, Taro Miyazaki, Kazuhiro Nakadai

Can Community Notes Replace Professional Fact-Checkers?

Nadav Borenstein, Greta Warren, Desmond Elliott, Isabelle Augenstein

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering

Songtao Jiang, Chenyi Zhou, Yan Zhang, Yeying Jin, Zuozhu Liu

Do Multimodal Large Language Models Truly See What We Point At? Investigating Indexical, Iconic, and Symbolic Gesture Comprehension

Noriki Nishida, Koji Inoue, Hideki Nakayama, Mayumi Bono, Katsuya Takanashi