ACL 2025: all accepted papers
- That doesn't sound right: Evaluating speech transcription quality in field linguistics corpora ↗Eric Le Ferrand, Bo Jiang, Joshua Hartshorne et al. · Short Papers
- That is Unacceptable: the Moral Foundations of Canceling ↗Soda Marem Lo, Oscar Araque, Rajesh Sharma et al. · Long Papers
- The Cross-linguistic Role of Animacy in Grammar Structures ↗Nina Gregorio, Matteo Gay, Sharon Goldwater et al. · Long Papers
- The Harmonic Structure of Information Contours ↗Eleftheria Tsipidi, Samuel Kiegeland, Franz Nowak et al. · Long Papers
- The Knowledge Microscope: Features as Better Analytical Lenses than Neurons ↗Yuheng Chen, Pengfei Cao, Kang Liu et al. · Long Papers
- The Lawyer That Never Thinks: Consistency and Fairness as Keys to Reliable AI ↗Dana R Alsagheer, Abdulrahman Kamal, Mohammad Kamal et al. · Long Papers
- The Role of Abstract Representations and Observed Preferences in the Ordering of Binomials in Large Language Models ↗Zachary Nicholas Houghton, Kenji Sagae, Emily Morgan · Short Papers
- The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models ↗Chen Qian, Dongrui Liu, Jie Zhang et al. · Long Papers
- The UD-NewsCrawl Treebank: Reflections and Challenges from a Large-scale Tagalog Syntactic Annotation ProjectAngelina Aspra Aquino, Lester James Validad Miranda, Elsie Marie T. Or · Long Papersour summary
- Theoretical Guarantees for Minimum Bayes Risk Decoding ↗Yuki Ichihara, Yuu Jinnai, Kaito Ariu et al. · Long Papers
- Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models ↗George Kour, Itay Nakash, Michal Shmueli-Scheuer et al. · Industry Track
- Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling ↗Junyi Li, Hwee Tou Ng · Long Papers
- Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ↗Yuchen Fu, Zifeng Cheng, Zhiwei Jiang et al. · Long Papers
- Tokenisation is NP-Complete ↗Philip Whittington, Gregor Bachmann, Tiago Pimentel · Long Papers
- Top-$n\sigma$: Eliminating Noise in Logit Space for Robust Token Sampling of LLM ↗Chenxia Tang, Jianchun Liu, Hongli Xu et al. · Long Papers
- Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ↗Yupei Ren, Xinyi Zhou, Ning Zhang et al. · Long Papers
- Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ↗Shenglai Zeng, Pengfei He, Kai Guo et al. · Long Papers
- Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine ↗Zhuoxuan Jiang, Tianyang Zhang, Peiyan Peng et al. · Industry Track
- Towards Harmonized Uncertainty Estimation for Large Language Models ↗Rui Li, Jing Long, Muge Qi et al. · Long Papers
- Towards LLM-powered Attentive Listener: A Pragmatic Approach through Quantity Self-Repair ↗Junlin Li, Peng Bo, Yu-Yin Hsu · Short Papers
- Towards Multi-Perspective NLP Systems: A Thesis Proposal ↗Benedetta Muscato · Student Research Workshop
- Towards Reward Fairness in RLHF: From a Resource Allocation Perspective ↗Sheng Ouyang, Yulan Hu, Ge Chen et al. · Long Papers
- Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ↗Andrei Mircea, Supriyo Chakraborty, Nima Chitsazan et al. · Long Papers
- Transferring Textual Preferences to Vision-Language Understanding through Model Merging ↗Chen-An Li, Tzu-Han Lin, Yun-Nung Chen et al. · Short Papers
- Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models ↗Ziyang Luo, Kaixin Li, Hongzhan Lin et al. · Long Papers
- TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs ↗Lanxiang Hu, Tajana Rosing, Hao Zhang · Long Papers
- Truth Knows No Language: Evaluating Truthfulness Beyond English ↗Blanca Calvo Figueras, Eneko Sagarzazu, Julen Etxaniz et al. · Long Papers
- Typology-Guided Adaptation in Multilingual Models ↗Ndapa Nakashole · Long Papers · 🏆 Outstanding Paper
- Uncovering Visual-Semantic Psycholinguistic Properties from the Distributional Structure of Text Embedding Space ↗Si Wu, Sebastian Bruch · Long Papers
- Understanding Common Ground Misalignment in Goal-Oriented Dialog: A Case-Study with Ubuntu Chat Logs ↗Rupak Sarkar, Neha Srikanth, Taylor Pellegrin et al. · Long Papers
- Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling ↗Pritom Saha Akash, Kevin Chen-Chuan Chang · Long Papers
- UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ↗Rui Li, Liyang He, Qi Liu et al. · Long Papers
- Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes ↗Bocheng Li, Zhujin Gao, Linli Xu · Long Papers
- Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models ↗Jiaxu Zhao, Meng Fang, Kun Zhang et al. · Long Papers
- Unravelling the Logic: Investigating the Generalisation of Transformers in Numerical Satisfiability Problems ↗Tharindu Madusanka, Marco Valentino, Iqra Zahid et al. · Long Papers
- Unstructured Minds, Predictable Machines: A Comparative Study of Narrative Cohesion in Human and LLM Stream-of-Consciousness Writing ↗Nellia Dzhubaeva, Katharina Trinley, Laura Pissani · Student Research Workshop
- Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval ↗Hao Sun, Yingyan Hou, Jiayan Guo et al. · Long Papers
- Unveiling Dual Quality in Product Reviews: An NLP-Based Approach ↗Rafał Poświata, Marcin Michał Mirończuk, Sławomir Dadas et al. · Industry Track
- Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation ↗Boxuan Lyu, Hidetaka Kamigaito, Kotaro Funakoshi et al. · Long Papers
- Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ↗Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang et al. · Long Papers
- Using Information Theory to Characterize Prosodic Typology: The Case of Tone, Pitch-Accent and Stress-Accent ↗Ethan Wilcox, Cui Ding, Giovanni Acampa et al. · Long Papers
- Using Shapley interactions to understand how models use structure ↗Divyansh Singhvi, Diganta Misra, Andrej Erkelens et al. · Long Papers
- Using Subtext to Enhance Generative IDRR ↗Zhipang Wang, Yu Hong, Weihao Sun et al. · Short Papers
- VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism ↗Congzhi Zhang, Jiawei Peng, Zhenglin Wang et al. · Long Papers
- Value Portrait: Assessing Language Models' Values through Psychometrically and Ecologically Valid Items ↗Jongwook Han, Dongmin Choi, Woojung Song et al. · Long Papers
- Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts ↗Jingxuan Li, Yuning Yang, Shengqi Yang et al. · Long Papers
- Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ↗Zheheng Luo, Xin Zhang, Xiao Liu et al. · Long Papers
- VideoVista-CulturalLingo: 360\textdegree Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension ↗Xinyu Chen, Yunxin Li, Haoyuan Shi et al. · Long Papers
- Voices of Dissent: A Multimodal Analysis of Protest Songs through Lyrics and Audio ↗Utsav Shekhar, Radhika Mamidi · Student Research Workshop
- Vulnerability of LLMs to Vertically Aligned Text Manipulations ↗Zhecheng Li, Yiwei Wang, Bryan Hooi et al. · Long Papers
- Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ↗Senyu Li, Zipeng Sun, Jiayi Wang et al. · Long Papers
- WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ↗Huawen Feng, Pu Zhao, Qingfeng Sun et al. · Long Papers
- Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation ↗Emmanouil Zaranis, Giuseppe Attanasio, Sweta Agrawal et al. · Long Papers
- What Matters in Evaluating Book-Length Stories? A Systematic Study of Long Story Evaluation ↗Dingyi Yang, Qin Jin · Long Papers
- When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs ↗Xinyue Shen, Yun Shen, Michael Backes et al. · Long Papers
- When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation ↗Daniela Occhipinti, Marco Guerini, Malvina Nissim · Long Papers
- WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning ↗Rajath Rao, Adithya V Ganesan, Oscar Kjell et al. · Long Papers
- Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region ↗Chak Tou Leong, Qingyu Yin, Jian Wang et al. · Long Papers
- X-TURING: Towards an Enhanced and Efficient Turing Test for Long-Term Dialogue Agents ↗Weiqi Wu, Hongqiu Wu, Hai Zhao · Long Papers
- XDAC: XAI-Driven Detection and Attribution of LLM-Generated News Comments in Korean ↗Wooyoung Go, Hyoungshick Kim, Alice Oh et al. · Long Papers
- Your Model is Overconfident, and Other Lies We Tell Ourselves ↗Timothee Mickus, Aman Sinha, Raúl Vázquez · Long Papers
- Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding ↗Qi Feng, Yihong Liu, Hinrich Schuetze · Student Research Workshop
- YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model ↗Yiwen Hu, Huatong Song, Jie Chen et al. · Long Papers
- ZeroSumEval: An Extensible Framework For Scaling LLM Evaluation with Inter-Model Competition ↗Hisham Abdullah Alyahya, Haidar Khan, Yazeed Alnumay et al. · System Demonstrations
- “What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ↗Alessio Cocchieri, Luca Ragazzi, Paolo Italiani et al. · Long Papers
- sudo rm -rf agentic_security ↗Sejin Lee, Jian Kim, Haon Park et al. · Industry Track
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