ACL 2025: all accepted papers

1,966 papers · page 13 of 20 · the most cited first · ← ACL 2025

My Climate CoPilot: A Question Answering System for Climate Adaptation in Agriculture ↗Vincent Nguyen, Willow Hallgren, Ashley Harkin et al. · System Demonstrations1 citation
NLP for Counterspeech against Hate and Misinformation (CSHAM) ↗Daniel Russo, Helena Bonaldi, Yi-Ling Chung et al. · Tutorial Abstracts1 citation
NameTag 3: A Tool and a Service for Multilingual/Multitagset NER ↗Jana Straková, Milan Straka · System Demonstrations1 citation
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ↗Yen-Ting Lin, Zhehuai Chen, Piotr Zelasko et al. · Industry Track1 citation
Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset ↗Dan Su, Kezhi Kong, Ying Lin et al. · Long Papers1 citation
Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models ↗Yuqiao Tan, Shizhu He, Kang Liu et al. · Long Papers1 citation
NewsInterview: a Dataset and a Playground to Evaluate LLMs' Grounding Gap via Informational Interviews ↗Alexander Spangher, Michael Lu, Sriya Kalyan et al. · Long Papers1 citation
No Questions are Stupid, but some are Poorly Posed: Understanding Poorly-Posed Information-Seeking Questions ↗Neha Srikanth, Rachel Rudinger, Jordan Boyd-Graber · Long Papers1 citation
Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering ↗Xinran Chen, Ben He, Xuanang Chen et al. · Long Papers1 citation
Nudging: Inference-time Alignment of LLMs via Guided Decoding ↗Yu Fei, Yasaman Razeghi, Sameer Singh · Long Papers1 citation
ORMind: A Cognitive-Inspired End-to-End Reasoning Framework for Operations Research ↗Zhiyuan Wang, Bokui Chen, Yinya Huang et al. · Industry Track1 citation
On Many-Shot In-Context Learning for Long-Context Evaluation ↗Kaijian Zou, Muhammad Khalifa, Lu Wang · Long Papers1 citation
On Synthesizing Data for Context Attribution in Question Answering ↗Gorjan Radevski, Kiril Gashteovski, Shahbaz Syed et al. · Long Papers1 citation
On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings ↗Deniz Ekin Yavas, Timothée Bernard, Benoît Crabbé et al. · Long Papers1 citation
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs ↗Herun Wan, Minnan Luo, Zhixiong Su et al. · Long Papers1 citation
Online Iterative Self-Alignment for Radiology Report Generation ↗Ting Xiao, Lei Shi, Yang Zhang et al. · Long Papers1 citation
Only for the Unseen Languages, Say the Llamas: On the Efficacy of Language Adapters for Cross-lingual Transfer in English-centric LLMs ↗Julian Schlenker, Jenny Kunz, Tatiana Anikina et al. · Student Research Workshop1 citation
Open-World Planning via Lifted Regression with LLM-Inferred Affordances for Embodied Agents ↗Xiaotian Liu, Ali Pesaranghader, Hanze Li et al. · Long Papers1 citation
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization ↗Hongliang He, Wenlin Yao, Kaixin Ma et al. · Long Papers1 citation
Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ↗Jimmy Lin · Industry Track1 citation
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models ↗Lior Belenki, Alekh Agarwal, Tianze Shi et al. · Long Papers1 citation
Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ↗Linhao Ye, Lang Yu, Zhikai Lei et al. · Long Papers1 citation
Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models ↗Jungwoo Park, Taewhoo Lee, Chanwoong Yoon et al. · Long Papers1 citation
P$^2$ Law: Scaling Law for Post-Training After Model Pruning ↗Xiaodong Chen, Yuxuan Hu, Xiaokang Zhang et al. · Long Papers1 citation
PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ↗Haoran Que, Wenge Rong · Long Papers1 citation
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ↗Zhicong Lu, Changyuan Tian, Peiguang Li et al. · Long Papers1 citation
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ↗Ziyan Wang, Zhankun Xiong, Feng Huang et al. · Long Papers1 citation
PPT: A Minor Language News Recommendation Model via Cross-Lingual Preference Pattern Transfer ↗Yiyang Zhang, Nan Chen · Long Papers1 citation
PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights ↗Adnan Qidwai, Srija Mukhopadhyay, Prerana Khatiwada et al. · System Demonstrations1 citation
PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ↗Yiqun Sun, Qiang Huang, Anthony Kum Hoe Tung et al. · Long Papers1 citation
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ↗Linhai Zhang, Jialong Wu, Deyu Zhou et al. · Long Papers1 citation
Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ↗Songlin Zhai, Yuan Meng, Yuxin Zhang et al. · Long Papers1 citation
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ↗Yongxin Xu, Ruizhe Zhang, Xinke Jiang et al. · Long Papers1 citation
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ↗Manuel D. S. Hopp, Vincent Labatut, Arthur Amalvy et al. · Long Papers1 citation
Persona Dynamics: Unveiling the Impact of Persona Traits on Agents in Text-Based Games ↗Seungwon Lim, Seungbeen Lee, Dongjun Min et al. · Long Papers1 citation
Personality-Guided Code Generation Using Large Language Models ↗Yaoqi Guo, Zhenpeng Chen, Jie M. Zhang et al. · Long Papers1 citation
Planning with Diffusion Models for Target-Oriented Dialogue Systems ↗Hanwen Du, Bo Peng, Xia Ning · Long Papers1 citation
PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning ↗Zihan Zheng, Tianle Cui, Chuwen Xie et al. · Long Papers1 citation
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models ↗Kyeonghyun Kim, Jinhee Jang, Juhwan Choi et al. · Long Papers1 citation
PolyNarrative: A Multilingual, Multilabel, Multi-domain Dataset for Narrative Extraction from News Articles ↗Nikolaos Nikolaidis, Nicolas Stefanovitch, Purificação Silvano et al. · Long Papers1 citation
Pragmatic Perspective on Assessing Implicit Meaning Interpretation in Sentiment Analysis Models ↗Rashid Mustafin · Student Research Workshop1 citation
Pre$^3$: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation ↗Junyi Chen, Shihao Bai, Zaijun Wang et al. · Long Papers · 🏆 Outstanding Paper1 citation
Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries ↗Vishakh Padmakumar, Zichao Wang, David Arbour et al. · Long Papers1 citation
Privacy Preserving Data Selection for Bias Mitigation in Speech Models ↗Alkis Koudounas, Eliana Pastor, Vittorio Mazzia et al. · Industry Track1 citation
Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ↗Elena Sofia Ruzzetti, Giancarlo A. Xompero, Davide Venditti et al. · Long Papers1 citation
ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ↗Santosh T.Y.S.S, Mohamed Hesham Elganayni · Long Papers1 citation
ProgCo: Program Helps Self-Correction of Large Language Models ↗Xiaoshuai Song, Yanan Wu, Weixun Wang et al. · Short Papers1 citation
QAEval: Mixture of Evaluators for Question-Answering Task Evaluation ↗Tan Yue, Rui Mao, Xuzhao Shi et al. · Long Papers1 citation
QDTSynth: Quality-Driven Formal Theorem Synthesis for Enhancing Proving Performance of LLMs ↗Lei Wang, Ruobing Zuo, Gaolei He et al. · Long Papers1 citation
QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ↗Bang Nguyen, Tingting Du, Mengxia Yu et al. · Long Papers1 citation
Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis ↗Hong Huang, Dapeng Wu · Long Papers1 citation
Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ↗Ryo Kishino, Hiroaki Yamagiwa, Ryo Nagata et al. · Long Papers1 citation
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies ↗Massimiliano Pronesti, Joao H Bettencourt-Silva, Paul Flanagan et al. · Long Papers1 citation
R-Fairness: Assessing Fairness of Ranking in Subjective Data ↗Lorenzo Balzotti, Donatella Firmani, Jerin George Mathew et al. · Long Papers1 citation
R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ↗Leonardo Ranaldi, Federico Ranaldi, Giulia Pucci · Long Papers1 citation
REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ↗Gyuho Shim, Seongtae Hong, Heuiseok Lim · Industry Track1 citation
RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models ↗Ahrii Kim · Industry Track1 citation
Real-time Factuality Assessment from Adversarial Feedback ↗Sanxing Chen, Yukun Huang, Bhuwan Dhingra · Long Papers1 citation
Reconsidering LLM Uncertainty Estimation Methods in the Wild ↗Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang et al. · Long Papers1 citation
ReflectDiffu: Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework ↗Jiahao Yuan, Zixiang Di, Zhiqing Cui et al. · Long Papers1 citation
RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation ↗Haoyu Dong, Yue Hu, Huailiang Peng et al. · Long Papers1 citation
Response Wide Shut? Surprising Observations in Basic Vision Language Model Capabilities ↗Shivam Chandhok, Wan-Cyuan Fan, Vered Shwartz et al. · Long Papers1 citation
Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human? ↗Takumi Goto, Yusuke Sakai, Taro Watanabe · Short Papers1 citation
Rethinking Full Finetuning from Pretraining Checkpoints in Active Learning for African Languages ↗Bonaventure F. P. Dossou, Ines Arous, Jackie CK Cheung · Student Research Workshop1 citation
Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora ↗Yungi Kim, Hyunsoo Ha, Sukyung Lee et al. · Short Papers1 citation
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ↗Kaikai An, Shuzheng Si, Helan Hu et al. · Short Papers1 citation
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ↗Deokhyung Kang, Jeonghun Cho, Yejin Jeon et al. · Long Papers1 citation
Retrofitting Large Language Models with Dynamic Tokenization ↗Darius Feher, Ivan Vulić, Benjamin Minixhofer · Long Papers1 citation
Revisiting Common Assumptions about Arabic Dialects in NLP ↗Amr Keleg, Sharon Goldwater, Walid Magdy · Long Papers1 citation
Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty? ↗Jiayu Liu, Qing Zong, Weiqi Wang et al. · Short Papers1 citation
Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models ↗Junwoo Park, Hyuck Lee, Dohyun Lee et al. · Short Papers1 citation
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results ↗Andrea Santilli, Adam Golinski, Michael Kirchhof et al. · Short Papers1 citation
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ↗Md Kowsher, Tara Esmaeilbeig, Chun-Nam Yu et al. · Long Papers1 citation
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ↗Maggie Mi, Aline Villavicencio, Nafise Sadat Moosavi · Long Papers1 citation
Root Defense Strategies: Ensuring Safety of LLM at the Decoding Level ↗Xinyi Zeng, Yuying Shang, Jiawei Chen et al. · Long Papers1 citation
Rubrik's Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset ↗Diana Galvan-Sosa, Gabrielle Gaudeau, Pride Kavumba et al. · Long Papers1 citation
RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context ↗Andrey Chirkin, Svetlana Kuznetsova, Maria Volina et al. · Student Research Workshop1 citation
S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems ↗Zhirui Zeng, Jiamou Liu, Meng-Fen Chiang et al. · Long Papers1 citation
SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models ↗Zhuang Li, Yuncheng Hua, Thuy-Trang Vu et al. · Long Papers1 citation
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation ↗Jialong Wu, Zhenglin Wang, Linhai Zhang et al. · Long Papers1 citation
SDPO: Segment-Level Direct Preference Optimization for Social Agents ↗Aobo Kong, Wentao Ma, Shiwan Zhao et al. · Long Papers1 citation
SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs? ↗Haomin Zhuang, Yihua Zhang, Kehan Guo et al. · Long Papers1 citation
SGIC: A Self-Guided Iterative Calibration Framework for RAG ↗Guanhua Chen, Yutong Yao, Lidia S. Chao et al. · Long Papers1 citation
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ↗Mingqing Zhang, Qiang Liu, Xiang Tao et al. · Long Papers1 citation
SOTOPIA-\ensuremath\Omega: Dynamic Strategy Injection Learning and Social Instruction Following Evaluation for Social Agents ↗Wenyuan Zhang, Tianyun Liu, Mengxiao Song et al. · Long Papers1 citation
SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism ↗Lynn Khellaf, Ipek Baris Schlicht, Tilman Mirass et al. · System Demonstrations1 citation
STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond ↗Nils Dycke, Matej Zečević, Ilia Kuznetsov et al. · Long Papers1 citation
Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing ↗Chen Wu, Yin Song · Industry Track1 citation
Scaling Laws and Efficient Inference for Ternary Language Models ↗Tejas Vaidhya, Ayush Kaushal, Vineet Jain et al. · Long Papers1 citation
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ↗Ekta Sood, Prajit Dhar, Enrica Troiano et al. · Short Papers1 citation
Scholar Inbox: Personalized Paper Recommendations for Scientists ↗Markus Flicke, Glenn Angrabeit, Madhav Iyengar et al. · System Demonstrations1 citation
Self-Taught Agentic Long Context Understanding ↗Yufan Zhuang, Xiaodong Yu, Jialian Wu et al. · Long Papers1 citation
Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ↗Shusheng Li, Jiale Li, Yifei Qu et al. · Long Papers1 citation
Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in Transformers ↗Clément Dumas, Chris Wendler, Veniamin Veselovsky et al. · Long Papers1 citation
Sharper and Faster mean Better: Towards More Efficient Vision-Language Model for Hour-scale Long Video Understanding ↗Daoze Zhang, Yuze Zhao, Jintao Huang et al. · Long Papers1 citation
SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation ↗Keqi Deng, Wenxi Chen, Xie Chen et al. · Long Papers1 citation
Sinhala Encoder-only Language Models and Evaluation ↗Tharindu Ranasinghe, Hansi Hettiarachchi, Nadeesha Pathirana et al. · Long Papers1 citation
Small Language Models in the Real World: Insights from Industrial Text Classification ↗Lujun Li, Lama Sleem, Niccolo' Gentile et al. · Industry Track1 citation
SocialEval: Evaluating Social Intelligence of Large Language Models ↗Jinfeng Zhou, Yuxuan Chen, Yihan Shi et al. · Long Papers1 citation
Spanish Dialect Classification: A Comparative Study of Linguistically Tailored Features, Unigrams and BERT Embeddings ↗Laura Zeidler, Chris Jenkins, Filip Miletić et al. · Student Research Workshop1 citation

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📰 ACL 2025: all accepted papers

ACL 2025: all accepted papers