ACL 2025: all accepted papers
- Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ↗Suhang Wu, Jialong Tang, Chengyi Yang et al. · Long Papers2 citations
- Lost in Literalism: How Supervised Training Shapes Translationese in LLMs ↗Yafu Li, Ronghao Zhang, Zhilin Wang et al. · Long Papers2 citations
- MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment ↗Weicong Qin, Yi Xu, Weijie Yu et al. · Long Papers2 citations
- MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ↗Gabrielle Kaili-May Liu, Bowen Shi, Avi Caciularu et al. · Long Papers2 citations
- MPVStance: Mitigating Hallucinations in Stance Detection with Multi-Perspective Verification ↗ZhaoDan Zhang, Zhao Zhang, Jin Zhang et al. · Long Papers2 citations
- MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables ↗Kwangwook Seo, Donguk Kwon, Dongha Lee · Long Papers2 citations
- MUSTS: MUltilingual Semantic Textual Similarity Benchmark ↗Tharindu Ranasinghe, Hansi Hettiarachchi, Constantin Orasan et al. · Short Papers2 citations
- MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection ↗Yixian Shen, Qi Bi, Jia-hong Huang et al. · Long Papers · 🏆 Best Theme Paper2 citations
- MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference ↗Kunxi Li, Zhonghua Jiang, Zhouzhou Shen et al. · Long Papers2 citations
- Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation ↗Fan Yin, Zifeng Wang, I-Hung Hsu et al. · Long Papers2 citations
- Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning ↗Yexing Du, Youcheng Pan, Ziyang Ma et al. · Long Papers2 citations
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ↗Qizhi Pei, Lijun Wu, Zhuoshi Pan et al. · Long Papers2 citations
- Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval ↗Hani Alomari, Anushka Sivakumar, Andrew Zhang et al. · Long Papers2 citations
- MemeQA: Holistic Evaluation for Meme Understanding ↗Khoi P. N. Nguyen, Terrence Li, Derek Lou Zhou et al. · Long Papers2 citations
- Memorization Inheritance in Sequence-Level Knowledge Distillation for Neural Machine Translation ↗Verna Dankers, Vikas Raunak · Short Papers2 citations
- Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models ↗Zenghui Yuan, Yangming Xu, Jiawen Shi et al. · Long Papers2 citations
- Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models ↗Xinlin Zhuang, Jiahui Peng, Ren Ma et al. · Long Papers · 🏆 Best Theme Paper2 citations
- Mining Complex Patterns of Argumentative Reasoning in Natural Language Dialogue ↗Ramon Ruiz-Dolz, Zlata Kikteva, John Lawrence · Long Papers2 citations
- Mining the uncertainty patterns of humans and models in the annotation of moral foundations and human values ↗Neele Falk, Gabriella Lapesa · Long Papers2 citations
- MobiLoRA: Accelerating LoRA-based LLM Inference on Mobile Devices via Context-aware KV Cache Optimization ↗Borui Li, Yitao Wang, Haoran Ma et al. · Long Papers2 citations
- Model Extrapolation Expedites Alignment ↗Chujie Zheng, Ziqi Wang, Heng Ji et al. · Long Papers2 citations
- Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment ↗Yongxin Huang, Kexin Wang, Goran Glavaš et al. · Long Papers2 citations
- More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives ↗Xiaoqing Zhang, Ang Lv, Yuhan Liu et al. · Long Papers2 citations
- Movie101v2: Improved Movie Narration Benchmark ↗Zihao Yue, Yepeng Zhang, Ziheng Wang et al. · Long Papers2 citations
- Multi-level Association Refinement Network for Dialogue Aspect-based Sentiment Quadruple Analysis ↗Zeliang Tong, Wei Wei, Xiaoye Qu et al. · Long Papers2 citations
- Multimodal Pragmatic Jailbreak on Text-to-image Models ↗Tong Liu, Zhixin Lai, Jiawen Wang et al. · Long Papers2 citations
- NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization ↗Hyuntak Kim, Byung-Hak Kim · Long Papers2 citations
- OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ↗Wei Yang, Jingjing Fu, Rui Wang et al. · Long Papers2 citations
- OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ↗Alok Kumar Sahu, Yi Sun, Eamonn Swanton et al. · Industry Track2 citations
- OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction ↗Haonan Zhang, Run Luo, Xiong Liu et al. · Long Papers2 citations
- PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ↗Yidan Wang, Yanan Cao, Yubing Ren et al. · Long Papers2 citations
- Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs ↗Fakhraddin Alwajih, Abdellah El Mekki, Samar Mohamed Magdy et al. · Long Papers · 🏆 Best Resource Paper2 citations
- Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ↗Ido Cohen, Daniela Gottesman, Mor Geva et al. · Long Papers2 citations
- Planning-Driven Programming: A Large Language Model Programming Workflow ↗Chao Lei, Yanchuan Chang, Nir Lipovetzky et al. · Long Papers2 citations
- Position-aware Automatic Circuit Discovery ↗Tal Haklay, Hadas Orgad, David Bau et al. · Long Papers2 citations
- Pre-training Distillation for Large Language Models: A Design Space Exploration ↗Hao Peng, Xin Lv, Yushi Bai et al. · Long Papers2 citations
- Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation ↗Mingxuan Xia, Haobo Wang, Yixuan Li et al. · Long Papers2 citations
- ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification ↗Bowen Wei, Ziwei Zhu · Long Papers2 citations
- PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations ↗Yuxin Hu, Danni Liu, Bo Liu et al. · Long Papers2 citations
- QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ↗Zhengren Wang, Qinhan Yu, Shida Wei et al. · Long Papers2 citations
- RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation ↗Shi-Qi Yan, Quan Liu, Zhen-Hua Ling · Long Papers2 citations
- Ranking Unraveled: Recipes for LLM Rankings in Head-to-Head AI Combat ↗Roland Daynauth, Christopher Clarke, Krisztian Flautner et al. · Long Papers2 citations
- Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms ↗Rajvardhan Oak, Muhammad Haroon, Claire Wonjeong Jo et al. · Long Papers2 citations
- RePanda: Pandas-powered Tabular Verification and Reasoning ↗Atoosa Chegini, Keivan Rezaei, Hamid Eghbalzadeh et al. · Long Papers2 citations
- ReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths ↗Zongqian Li, Ehsan Shareghi, Nigel Collier · System Demonstrations2 citations
- Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ↗Yujie Feng, Xujia Wang, Zexin Lu et al. · Long Papers2 citations
- ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation ↗Houxing Ren, Mingjie Zhan, Zhongyuan Wu et al. · Long Papers2 citations
- Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction ↗Xiaowei Zhu, Yubing Ren, Yanan Cao et al. · Long Papers2 citations
- Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ↗Yexiang Liu, Zekun Li, Zhi Fang et al. · Long Papers · 🏆 Outstanding Paper2 citations
- Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification ↗Ravi Patel, Angus Brayne, Rogier Hintzen et al. · Long Papers2 citations
- Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ↗Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe · Long Papers · 🏆 Outstanding Paper2 citations
- SAM Decoding: Speculative Decoding via Suffix Automaton ↗Yuxuan Hu, Ke Wang, Xiaokang Zhang et al. · Long Papers2 citations
- SEAL: Scaling to Emphasize Attention for Long-Context Retrieval ↗Changhun Lee, Minsang Seok, Jun-gyu Jin et al. · Long Papers2 citations
- SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ↗Wendi Cui, Jiaxin Zhang, Zhuohang Li et al. · Long Papers2 citations
- SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ↗Prabhat Pandey, Rupak Vignesh Swaminathan, K V Vijay Girish et al. · Long Papers2 citations
- SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation ↗Wenyu Zhang, Wei En Ng, Lixin Ma et al. · Long Papers2 citations
- SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ↗Jie Ying, Zihong Chen, Zhefan Wang et al. · Long Papers2 citations
- Segment-Based Attention Masking for GPTs ↗Shahar Katz, Liran Ringel, Yaniv Romano et al. · Long Papers2 citations
- Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models ↗Xiaochen Zhu, Georgi Karadzhov, Chenxi Whitehouse et al. · Long Papers2 citations
- Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models ↗Zhuojun Ding, Wei Wei, Chenghao Fan · Long Papers2 citations
- Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models ↗Sungjae Lee, Hyejin Park, Jaechang Kim et al. · Long Papers2 citations
- Sheep's Skin, Wolf's Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ↗Jingjie Zeng, Liang Yang, Zekun Wang et al. · Long Papers2 citations
- Silencing Empowerment, Allowing Bigotry: Auditing the Moderation of Hate Speech on Twitch ↗Prarabdh Shukla, Wei Yin Chong, Yash Patel et al. · Long Papers2 citations
- Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ↗Yupu Liang, Yaping Zhang, Zhiyang Zhang et al. · Long Papers2 citations
- SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ↗Zhen Wan, Chao-Han Huck Yang, Yahan Yu et al. · Long Papers2 citations
- Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ↗Anirudh Sundar, Sinead Williamson, Katherine Metcalf et al. · Long Papers2 citations
- Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs ↗Ziling Cheng, Meng Cao, Marc-Antoine Rondeau et al. · Long Papers2 citations
- SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs ↗Michael J. Ryan, Omar Shaikh, Aditri Bhagirath et al. · Long Papers2 citations
- T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts ↗Ziwei Huang, Wanggui He, Quanyu Long et al. · Long Papers2 citations
- TESS 2: A Large-Scale Generalist Diffusion Language Model ↗Jaesung Tae, Hamish Ivison, Sachin Kumar et al. · Long Papers2 citations
- TN-Eval: Rubric and Evaluation Protocols for Measuring the Quality of Behavioral Therapy Notes ↗Raj Sanjay Shah, Lei Xu, Qianchu Liu et al. · Industry Track2 citations
- TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ↗Peiwen Jiang, Haitong Jiang, Ruhui Ma et al. · Long Papers2 citations
- TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ↗Priyanka Kargupta, Nan Zhang, Yunyi Zhang et al. · Long Papers2 citations
- Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences ↗Mohammad Saqib Hasan, Saikat Chakraborty, Santu Karmaker et al. · Long Papers2 citations
- TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition ↗Tianwei Lin, Jiang Liu, Wenqiao Zhang et al. · Long Papers2 citations
- Testing English News Articles for Lexical Homogenization Due to Widespread Use of Large Language Models ↗Sarah Fitterer, Dominik Gangl, Jannes Ulbrich · Student Research Workshop2 citations
- The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ↗Chulun Zhou, Qiujing Wang, Mo Yu et al. · Long Papers2 citations
- The Impact of Token Granularity on the Predictive Power of Language Model SurprisalByung-Doh Oh, William Schuler · Long Papers2 citations · our summary
- The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research ↗Hong Chen, Misha Teplitskiy, David Jurgens · Long Papers2 citations
- Theoretical Analysis of Hierarchical Language Recognition and Generation by Transformers without Positional Encoding ↗Daichi Hayakawa, Issei Sato · Long Papers2 citations
- TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining ↗Jeffrey Li, Mohammadreza Armandpour, Seyed Iman Mirzadeh et al. · Long Papers2 citations
- To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems ↗Daniel Rim, Minsoo Cho, Changwoo Chun et al. · Industry Track2 citations
- TokAlign: Efficient Vocabulary Adaptation via Token Alignment ↗Chong Li, Jiajun Zhang, Chengqing Zong · Long Papers2 citations
- Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement ↗Bingbing Xu, Jing Yao, Xiaoyuan Yi et al. · Long Papers2 citations
- Towards Geo-Culturally Grounded LLM Generations ↗Piyawat Lertvittayakumjorn, David Kinney, Vinodkumar Prabhakaran et al. · Short Papers2 citations
- Towards Multi-System Log Anomaly Detection ↗Boyang Wang, Runqiang Zang, Hongcheng Guo et al. · Industry Track2 citations
- Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ↗Yiqun Wang, Chaoqun Wan, Sile Hu et al. · Long Papers2 citations
- Training-free LLM Merging for Multi-task Learning ↗Zichuan Fu, Xian Wu, Yejing Wang et al. · Long Papers2 citations
- Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection ↗Quoc-Toan Nguyen, Linh Le, Xuan-The Tran et al. · Student Research Workshop2 citations
- Transforming Podcast Preview Generation: From Expert Models to LLM-Based Systems ↗Winstead Zhu, Ann Clifton, Azin Ghazimatin et al. · Industry Track2 citations
- Tulun: Transparent and Adaptable Low-resource Machine Translation ↗Raphael Merx, Hanna Suominen, Lois Yinghui Hong et al. · System Demonstrations2 citations
- Tunable LLM-based Proactive Recommendation Agent ↗Mingze Wang, Chongming Gao, Wenjie Wang et al. · Long Papers2 citations
- Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling ↗Xianzhen Luo, Yixuan Wang, Qingfu Zhu et al. · Long Papers · 🏆 Outstanding Paper2 citations
- Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement ↗Yichen Dong, Xinglin Lyu, Junhui Li et al. · Long Papers2 citations
- Uncertainty Quantification for Large Language Models ↗Artem Shelmanov, Maxim Panov, Roman Vashurin et al. · Tutorial Abstracts2 citations
- UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation ↗Jun Gao, Qi Lv, Zili Wang et al. · Long Papers2 citations
- Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ↗Qianqian Zhang, Jiajia Liao, Heting Ying et al. · System Demonstrations2 citations
- Unifying Streaming and Non-streaming Zipformer-based ASR ↗Bidisha Sharma, Karthik Pandia D S, Shankar Venkatesan et al. · Industry Track2 citations
- Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch ↗Yuyang Ding, Xinyu Shi, Xiaobo Liang et al. · Long Papers2 citations
- Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging ↗Haobo Zhang, Jiayu Zhou · Long Papers2 citations
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