ACL 2025: all accepted papers

1,966 papers · page 17 of 20 · the most cited first · ← ACL 2025

FocusLLM: Precise Understanding of Long Context by Dynamic Condensing ↗Zhenyu Li, Yike Zhang, Tengyu Pan et al. · Long Papers
FoodTaxo: Generating Food Taxonomies with Large Language Models ↗Pascal Wullschleger, Majid Zarharan, Donnacha Daly et al. · Industry Track
Foundations of PEERS: Assessing LLM Role Performance in Educational Simulations ↗Jasper Meynard Arana, Kristine Ann M. Carandang, Ethan Robert Casin et al. · Student Research Workshop
From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ↗Luca Dini, Lucia Domenichelli, Dominique Brunato et al. · Long Papers
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ↗Yang Zhong, Diane Litman · Long Papers
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ↗Chiwei Zhu, Benfeng Xu, Xiaorui Wang et al. · Long Papers · 🏆 Outstanding Paper
From Recall to Creation: Generating Follow-Up Questions Using Bloom's Taxonomy and Grice's Maxims ↗Archana Yadav, Harshvivek Kashid, Medchalimi Sruthi et al. · Industry Track
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen ↗Peiwen Yuan, Chuyi Tan, Shaoxiong Feng et al. · Long Papers
Fusing Highly Specialized Language Models for Comprehensive Expertise ↗Ning Ding, Yulin Chen, Ganqu Cui et al. · Long Papers
GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning ↗Shikhhar Siingh, Abhinav Rawat, Chitta Baral et al. · Long Papers
GODBench: A Benchmark for Multimodal Large Language Models in Video Comment Art ↗Yiming Lei, Chenkai Zhang, Zeming Liu et al. · Long Papers
GRACE: A Granular Benchmark for Evaluating Model Calibration against Human Calibration ↗Yoo Yeon Sung, Eve Fleisig, Yu Hou et al. · Long Papers
GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ↗Thomas Bauwens, David Kaczér, Miryam de Lhoneux · Long Papers
GeLLM\textthreesuperiorO: Generalizing Large Language Models for Multi-property Molecule Optimization ↗Vishal Dey, Xiao Hu, Xia Ning · Long Papers
GenDLN: Evolutionary Algorithm-Based Stacked LLM Framework for Joint Prompt Optimization ↗Pia Chouayfati, Niklas Herbster, Ábel Domonkos Sáfrán et al. · Student Research Workshop
GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction ↗Mohammadtaha Bagherifard, Sahar Rajabi, Ali Edalat et al. · Short Papers
Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow ↗Behrooz Azarkhalili, Maxwell W. Libbrecht · Long Papers
Generative Reward Modeling via Synthetic Criteria Preference Learning ↗Xiaobo Liang, Haoke Zhang, Juntao Li et al. · Long Papers
Geometric Signatures of Compositionality Across a Language Model's Lifetime ↗Jin Hwa Lee, Thomas Jiralerspong, Lei Yu et al. · Long Papers
GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German ↗Justin Hofenbitzer, Sebastian Schöning, Sebastian Belle et al. · Student Research Workshop
GiFT: Gibbs Fine-Tuning for Code Generation ↗Haochen Li, Wanjin Feng, Xin Zhou et al. · Long Papers
Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ↗Wenxuan Lu, Wei Liu, Jian Luan et al. · Long Papers
GradOT: Training-free Gradient-preserving Offsite-tuning for Large Language Models ↗Kai Yao, Zhaorui Tan, Penglei Gao et al. · Long Papers
Grammatical Error Correction via Sequence Tagging for Russian ↗Regina Nasyrova, Alexey Sorokin · Student Research Workshop
Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection ↗Mykola Trokhymovych, Lydia Pintscher, Ricardo Baeza-Yates et al. · Industry Track
Graph-Structured Trajectory Extraction from Travelogues ↗Aitaro Yamamoto, Hiroyuki Otomo, Hiroki Ouchi et al. · Long Papers
GraphNarrator: Generating Textual Explanations for Graph Neural Networks ↗Bo Pan, Zhen Xiong, Guanchen Wu et al. · Long Papers
Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering ↗Miles Shelton, Nate Wingerd, Kritim K Rijal et al. · Short Papers
Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free ↗Euntae Choi, Sumin Song, Woosang Lim et al. · Student Research Workshop
Growing Through Experience: Scaling Episodic Grounding in Language Models ↗Chunhui Zhang, Sirui Wang, Zhongyu Ouyang et al. · Long Papers
GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning ↗Qingchen Yu, Zifan Zheng, Ding Chen et al. · Long Papers
HAF-RM: A Hybrid Alignment Framework for Reward Model Training ↗Shujun Liu, Xiaoyu Shen, Yuhang Lai et al. · Long Papers
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ↗Sungho Park, Joohyung Yun, Jongwuk Lee et al. · Long Papers
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization ↗Enes Özeren, Yihong Liu, Hinrich Schuetze · Student Research Workshop
Hanging in the Balance: Pivotal Moments in Crisis Counseling Conversations ↗Vivian Nguyen, Lillian Lee, Cristian Danescu-Niculescu-Mizil · Long Papers
Hierarchical Attention Generates Better Proofs ↗Jianlong Chen, Chao Li, Yang Yuan et al. · Long Papers
Hierarchical Bracketing Encodings for Dependency Parsing as Tagging ↗Ana Ezquerro, David Vilares, Anssi Yli-Jyrä et al. · Long Papers
Hierarchical Memory Organization for Wikipedia Generation ↗Eugene J. Yu, Dawei Zhu, Yifan Song et al. · Long Papers
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval ↗Arian Askari, Emmanouil Stergiadis, Ilya Gusev et al. · Long Papers
How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ↗Karin De Langis, Jong Inn Park, Andreas Schramm et al. · Long Papers
How does Misinformation Affect Large Language Model Behaviors and Preferences? ↗Miao Peng, Nuo Chen, Jianheng Tang et al. · Long Papers
How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ↗Irina Nikishina, Saba Anwar, Nikolay Dolgov et al. · Long Papers
How to Mitigate Overfitting in Weak-to-strong Generalization? ↗Junhao Shi, Qinyuan Cheng, Zhaoye Fei et al. · Long Papers
Human-AI Collaboration: How AIs Augment Human Teammates ↗Sherry Wu, Diyi Yang, Joseph Chang et al. · Tutorial Abstracts
HyperFM: Fact-Centric Multimodal Fusion for Link Prediction over Hyper-Relational Knowledge Graphs ↗Yuhuan Lu, Weijian Yu, Xin Jing et al. · Long Papers
I Speak for the Árboles: Developing a Dependency Treebank for Spanish L2 and Heritage Speakers ↗Emiliana Pulido, Robert Pugh, Zoey Liu · Student Research Workshop
I0T: Embedding Standardization Method Towards Zero Modality Gap ↗Na Min An, Eunki Kim, James Thorne et al. · Long Papers · 🏆 Outstanding Paper
IAM: Efficient Inference through Attention Mapping between Different-scale LLMs ↗Yi Zhao, Zuchao Li, Hai Zhao · Long Papers
IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization ↗Xinghua Zhang, Haiyang Yu, Cheng Fu et al. · Long Papers
IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data ↗Tao Feng, Lizhen Qu, Niket Tandon et al. · Long Papers
ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ↗Yan Yang, Yixia Li, Hongru Wang et al. · Long Papers
Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ↗Dou Hu, Lingwei Wei, Wei Zhou et al. · Long Papers
Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization ↗Peijian Gu, Quan Wang, Zhendong Mao · Long Papers
Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction ↗Takumi Goto, Justin Vasselli, Taro Watanabe · Student Research Workshop
Improving Fairness of Large Language Models in Multi-document Summarization ↗Haoyuan Li, Rui Zhang, Snigdha Chaturvedi · Short Papers
Improving Language and Modality Transfer in Translation by Character-level Modeling ↗Ioannis Tsiamas, David Dale, Marta R. Costa-jussà · Long Papers
Improving Parallel Sentence Mining for Low-Resource and Endangered Languages ↗Shu Okabe, Katharina Hämmerl, Alexander Fraser · Short Papers
Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's Characteristics ↗Lorenzo Jaime Yu Flores, Ori Ernst, Jackie CK Cheung · Short Papers
Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar ↗Andrew Gambardella, Takeshi Kojima, Yusuke Iwasawa et al. · Short Papers
Incorporating Domain Knowledge into Materials Tokenization ↗Yerim Oh, Jun-Hyung Park, Junho Kim et al. · Long Papers
InductionBench: LLMs Fail in the Simplest Complexity Class ↗Wenyue Hua, Tyler Wong, Fei Sun et al. · Long Papers
Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ↗Yilong Chen, Junyuan Shang, Zhenyu Zhang et al. · Long Papers
Innovative Image Fraud Detection with Cross-Sample Anomaly Analysis: The Power of LLMs ↗QiWen Wang, Junqi Yang, Zhenghao Lin et al. · Long Papers
Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs ↗Xiaoyuan Liu, Wenxuan Wang, Youliang Yuan et al. · Long Papers
Integrating Audio, Visual, and Semantic Information for Enhanced Multimodal Speaker Diarization on Multi-party Conversation ↗Luyao Cheng, Hui Wang, Chong Deng et al. · Long Papers
Interactive Text Games: Lookahead Is All You Need! ↗Hosein Rezaei, James Alfred Walker, Frank Soboczenski · Student Research Workshop
Internal and External Impacts of Natural Language Processing Papers ↗Yu Zhang · Short Papers
Interpretable Company Similarity with Sparse Autoencoders ↗Marco Molinari, Victor Shao, Luca Imeneo et al. · Industry Track
Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining ↗Jingwen Sun, Zhiyi Tian, Yu He et al. · Long Papers
Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks ↗Mooho Song, Hye Ryung Son, Jay-Yoon Lee · Long Papers
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process ↗Ermo Hua, Biqing Qi, Kaiyan Zhang et al. · Long Papers
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ↗Jiafeng Liang, Shixin Jiang, Xuan Dong et al. · Long Papers
Investigating and Extending Homans' Social Exchange Theory with Large Language Model based Agents ↗Lei Wang, Zheqing Zhang, Xu Chen · Long Papers
Is Partial Linguistic Information Sufficient for Discourse Connective Disambiguation? A Case Study of Concession ↗Takuma Sato, Ai Kubota, Koji Mineshima · Student Research Workshop
It's Not Bragging If You Can Back It Up: Can LLMs Understand Braggings? ↗Jingjie Zeng, Huayang Li, Liang Yang et al. · Long Papers
Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ↗Soumitra Ghosh, Gopendra Vikram Singh, Shambhavi et al. · Long Papers
KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding ↗Shi Luohe, Zuchao Li, Lefei Zhang et al. · Long Papers
Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models ↗Jiaxiang Liu, Boxuan Xing, Chenhao Yuan et al. · System Demonstrations
Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ↗Haoyu Xu, Pengxiang Lan, Enneng Yang et al. · Long Papers
LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents ↗Nikhil Verma, Manasa Bharadwaj · Industry Track
LECTURE4ALL: A Lightweight Approach to Precise Timestamp Detection in Online Lecture Videos ↗Torben Hannemann, Frank Hammerschmidt, Simon Kazemi et al. · System Demonstrations
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint ↗Qianli Ma, Dongrui Liu, Qian Chen et al. · Long Papers
LESA: Learnable LLM Layer Scaling-Up ↗Yifei Yang, Zouying Cao, Xinbei Ma et al. · Long Papers
LIP-NER: Literal Patterns Benefit LLM-Based NER ↗Ruiqi Li, Li Chen · Student Research Workshop
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates ↗Ying Shen, Lifu Huang · Long Papers
LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch ↗Jan Pfister, Julia Wunderle, Andreas Hotho · Long Papers
La Leaderboard: A Large Language Model Leaderboard for Spanish Varieties and Languages of Spain and Latin America ↗María Grandury, Javier Aula-Blasco, Júlia Falcão et al. · Long Papers
LangMark: A Multilingual Dataset for Automatic Post-Editing ↗Diego Velazquez, Mikaela Grace, Konstantinos Karageorgos et al. · Long Papers
LangSAMP: Language-Script Aware Multilingual Pretraining ↗Yihong Liu, Haotian Ye, Chunlan Ma et al. · Long Papers
Language Models Grow Less Humanlike beyond Phase Transition ↗Tatsuya Aoyama, Ethan Wilcox · Long Papers
Language Models can Subtly Deceive Without Lying: A Case Study on Strategic Phrasing in Legislation ↗Atharvan Dogra, Krishna Pillutla, Ameet Deshpande et al. · Long Papers
Language Models, Graph Searching, and Supervision Adulteration: When More Supervision is Less and How to Make More More ↗Arvid Frydenlund · Long Papers
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation ↗Chengwei Qin, Wenxuan Zhou, Karthik Abinav Sankararaman et al. · Short Papers
Learning Sparsity for Effective and Efficient Music Performance Question Answering ↗Xingjian Diao, Tianzhen Yang, Chunhui Zhang et al. · Short Papers
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ↗Sohan Patnaik, Milan Aggarwal, Sumit Bhatia et al. · Long Papers
Learning and Enforcing Context-Sensitive Control for LLMs ↗Mohammad Albinhassan, Pranava Madhyastha, Mark Law et al. · Student Research Workshop
Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ↗Sounak Lahiri, Sumit Pai, Tim Weninger et al. · Industry Track
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ↗Zhaoxin Feng, Jianfei Ma, Emmanuele Chersoni et al. · Long Papers
Less Mature is More Adaptable for Sentence-level Language Modeling ↗Abhilasha Sancheti, David Dale, Artyom Kozhevnikov et al. · Long Papers
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ↗Dimitris Gkoumas, Maria Liakata · Long Papers

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📰 ACL 2025: all accepted papers

ACL 2025: all accepted papers