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# Findings of the Association for Computational Linguistics 2025: all accepted papers

3,414 papers · page 27 of 35 · the most cited first · [← Findings of the Association for Computational Linguistics 2025](https://md.research.elamur.ai/free/en/venues/findings/2025/)

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2601. **[Harnessing PDF Data for Improving Japanese Large Multimodal Models ↗](https://aclanthology.org/2025.findings-acl.108/)**Jeonghun Baek, Akiko Aizawa, Kiyoharu Aizawa
2602. **[Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.778/)**Bang Trinh Tran To, Thai Le
2603. **[HebID: Detecting Social Identities in Hebrew-language Political Text](https://md.research.elamur.ai/free/en/papers/lan-2025-hebid-detecting-social-identities-hebrew/)**Guy Mor-Lan, Naama Rivlin-Angert, Yael R. Kaplan et al.*our summary*
2604. **[HiLearners: Non-Native Spoken Hindi Error Correction ↗](https://aclanthology.org/2025.findings-ijcnlp.78/)**Sourava Kumar Behera, Rohit Saluja
2605. **[HierPrompt: Zero-Shot Hierarchical Text Classification with LLM-Enhanced Prototypes ↗](https://aclanthology.org/2025.findings-emnlp.207/)**Qian Zhang, Qinliang Su, Wei Zhu et al.
2606. **[Hierarchical Reward Modeling for Fault Localization in Large Code Repositories ↗](https://aclanthology.org/2025.findings-emnlp.966/)**Jiwei Zhang, Jianxun Lian, Haiming Qin et al.
2607. **[High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification ↗](https://aclanthology.org/2025.findings-ijcnlp.143/)**Yuchen Zhang, Yuze Gao, Bin Chen et al.
2608. **[HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth ↗](https://aclanthology.org/2025.findings-emnlp.542/)**Yan Liu, Minghui Zhang, Bojian Xiong et al.
2609. **[HomoGraphAdapter: A Homogeneous Graph Neural Network as an Effective Adapter for Vision-Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1270/)**Chuan He, Zhuozhao Li, Song Guo et al.
2610. **[Hopscotch: Discovering and Skipping Redundancies in Language Models ↗](https://aclanthology.org/2025.findings-emnlp.861/)**Mustafa Eyceoz, Nikhil Shivakumar Nayak, Hao Wang et al.
2611. **[How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench ↗](https://aclanthology.org/2025.findings-emnlp.1250/)**Venkatesh Mishra, Amir Saeidi, Satyam Raj et al.
2612. **[How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code ↗](https://aclanthology.org/2025.findings-emnlp.10/)**Seonghyeon Lee, HeeJae Chon, Joonwon Jang et al.
2613. **[How Much Do Large Language Models Know about Human Motion? A Case Study in 3D Avatar Control ↗](https://aclanthology.org/2025.findings-emnlp.747/)**Kunhang Li, Jason Naradowsky, Yansong Feng et al.
2614. **[How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness ↗](https://aclanthology.org/2025.findings-ijcnlp.58/)**Darshita Rathore, Vineet Kumar, Chetna Bansal et al.
2615. **[How Programming Concepts and Neurons Are Shared in Code Language Models ↗](https://aclanthology.org/2025.findings-acl.1379/)**Amir Hossein Kargaran, Yihong Liu, François Yvon et al.
2616. **[How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study ↗](https://aclanthology.org/2025.findings-emnlp.609/)**Matthieu Dubois, François Yvon, Pablo Piantanida
2617. **[How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts? ↗](https://aclanthology.org/2025.findings-emnlp.370/)**Sohee Yang, Sang-Woo Lee, Nora Kassner et al.
2618. **[How do LLMs' Preferences Affect Event Argument Extraction? CAT: Addressing Preference Traps in Unsupervised EAE ↗](https://aclanthology.org/2025.findings-acl.1000/)**Yunhao Wei, Kai Shuang, Zhiyi Li et al.
2619. **[How do Language Models Generate Slang: A Systematic Comparison between Human and Machine-Generated Slang Usages ↗](https://aclanthology.org/2025.findings-emnlp.348/)**Siyang Wu, Zhewei Sun
2620. **[How do Transformer Embeddings Represent Compositions? A Functional Analysis ↗](https://aclanthology.org/2025.findings-acl.1104/)**Aishik Nagar, Ishaan Singh Rawal, Mansi Dhanania et al.
2621. **[How much do contextualized representations encode long-range context? ↗](https://aclanthology.org/2025.findings-naacl.90/)**Simeng Sun, Cheng-Ping Hsieh
2622. **[How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation ↗](https://aclanthology.org/2025.findings-naacl.416/)**Yan Meng, Di Wu, Christof Monz
2623. **[How to Talk to Language Models: Serialization Strategies for Structured Entity Matching ↗](https://aclanthology.org/2025.findings-naacl.437/)**Haoteng Yin, Jinha Kim, Prashant Mathur et al.
2624. **[Humanity's Last Code Exam: Can Advanced LLMs Conquer Human's Hardest Code Competition? ↗](https://aclanthology.org/2025.findings-emnlp.1152/)**Xiangyang Li, Xiaopeng Li, Kuicai Dong et al.
2625. **[Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics ↗](https://aclanthology.org/2025.findings-emnlp.755/)**Yuriel Ryan, Rui Yang Tan, Kenny Tsu Wei Choo et al.
2626. **[I-GUARD: Interpretability-Guided Parameter Optimization for Adversarial Defense ↗](https://aclanthology.org/2025.findings-emnlp.1208/)**Mamta, Oana Cocarascu
2627. **[ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM ↗](https://aclanthology.org/2025.findings-emnlp.1273/)**Lu Wang, Chiming Duan, Pu Zhao et al.
2628. **[INDOORWORLD : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment ↗](https://aclanthology.org/2025.findings-emnlp.590/)**Dekun Wu, Frederik Brudy, Bang Liu et al.
2629. **[INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent ↗](https://aclanthology.org/2025.findings-emnlp.486/)**Yuanlei Wang, Liuzhou Zhang, Haohao Luo et al.
2630. **[Identifying Rare Languages in Common Crawl Data is a Needles-in-a-Haystack Problem ↗](https://aclanthology.org/2025.findings-emnlp.77/)**Rasul Dent, Pedro Ortiz Suarez, Thibault Clérice et al.
2631. **[Idola Tribus of AI: Large Language Models tend to perceive order where none exists ↗](https://aclanthology.org/2025.findings-emnlp.681/)**Shin-nosuke Ishikawa, Masato Todo, Taiki Ogihara et al.
2632. **[Illusions of Relevance: Arbitrary Content Injection Attacks Deceive Retrievers, Rerankers, and LLM Judges ↗](https://aclanthology.org/2025.findings-ijcnlp.66/)**Manveer Singh Tamber, Jimmy Lin
2633. **[Imagination and Contemplation: A Balanced Framework for Semantic-Augmented Multimodal Machine Translation ↗](https://aclanthology.org/2025.findings-emnlp.579/)**Zhuang Yu, Shiliang Sun, Jing Zhao et al.
2634. **[Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ↗](https://aclanthology.org/2025.findings-acl.730/)**Suho Yoo, Hyunjong Ok, Jaeho Lee
2635. **[ImpRAG: Retrieval-Augmented Generation with Implicit Queries ↗](https://aclanthology.org/2025.findings-emnlp.472/)**Wenzheng Zhang, Xi Victoria Lin, Karl Stratos et al.
2636. **[Implicit Reasoning in Transformers is Reasoning through Shortcuts ↗](https://aclanthology.org/2025.findings-acl.493/)**Tianhe Lin, Jian Xie, Siyu Yuan et al.
2637. **[Improve Language Model and Brain Alignment via Associative Memory ↗](https://aclanthology.org/2025.findings-acl.55/)**Congchi Yin, Yongpeng Zhang, Xuyun Wen et al.
2638. **[Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate ↗](https://aclanthology.org/2025.findings-acl.286/)**Ziyang Huang, Wangtao Sun, Jun Zhao et al.
2639. **[Improving Alignment in LVLMs with Debiased Self-Judgment ↗](https://aclanthology.org/2025.findings-emnlp.436/)**Sihan Yang, Chenhang Cui, Zihao Zhao et al.
2640. **[Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE ↗](https://aclanthology.org/2025.findings-acl.674/)**Alicja Dobrzeniecka, Antske Fokkens, Pia Sommerauer
2641. **[Improving Continual Pre-training Through Seamless Data Packing ↗](https://aclanthology.org/2025.findings-acl.777/)**Ruicheng Yin, Xuan Gao, Changze Lv et al.
2642. **[Improving Efficiency in Large Language Models via Extendable Block Floating Point Representation ↗](https://aclanthology.org/2025.findings-acl.768/)**Dongyang Li, Zeyang Li, Bosheng Liu et al.
2643. **[Improving LLM-as-a-Judge Inference with the Judgment Distribution ↗](https://aclanthology.org/2025.findings-emnlp.1259/)**Victor Wang, Michael JQ Zhang, Eunsol Choi
2644. **[Improving Language Model Personas via Rationalization with Psychological Scaffolds ↗](https://aclanthology.org/2025.findings-emnlp.1187/)**Brihi Joshi, Xiang Ren, Swabha Swayamdipta et al.
2645. **[Improving MLLM's Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ↗](https://aclanthology.org/2025.findings-acl.1213/)**Yupu Liang, Yaping Zhang, Zhiyang Zhang et al.
2646. **[Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework ↗](https://aclanthology.org/2025.findings-naacl.213/)**Qi Zhao, Qi Song, Tian Xie et al.
2647. **[Improving Preference Alignment of LLM with Inference-Free Self-Refinement ↗](https://aclanthology.org/2025.findings-emnlp.1329/)**Fukun Ma, Kaibin Tian, Jieting Xue et al.
2648. **[Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models ↗](https://aclanthology.org/2025.findings-ijcnlp.74/)**Yuqi Liang, Wenjing Xu, Hongzhi Xu
2649. **[Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective ↗](https://aclanthology.org/2025.findings-emnlp.142/)**Jiong Wang, Shengquan Yu
2650. **[In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues ↗](https://aclanthology.org/2025.findings-acl.1032/)**Jon Z. Cai, Brendan King, Peyton Cameron et al.
2651. **[InFact: Informativeness Alignment for Improved LLM Factuality ↗](https://aclanthology.org/2025.findings-emnlp.971/)**Roi Cohen, Russa Biswas, Gerard de Melo
2652. **[Inclusive Leadership in the Age of AI: A Dataset and Comparative Study of LLMs vs. Real-Life Leaders in Workplace Action Planning ↗](https://aclanthology.org/2025.findings-emnlp.1075/)**Vindhya Singh, Sabine Schulte im Walde, Ksenia Keplinger
2653. **[Incorporating Dialogue State Tracking into Japanese Full-duplex Task-oriented Spoken Dialogue Model ↗](https://aclanthology.org/2025.findings-ijcnlp.49/)**Yuya Chiba, Ryuichiro Higashinaka
2654. **[IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages? ↗](https://aclanthology.org/2025.findings-ijcnlp.118/)**Akhilesh Aravapalli, Mounika Marreddy, Radhika Mamidi et al.
2655. **[Inducing Argument Facets for Faithful Opinion Summarization ↗](https://aclanthology.org/2025.findings-emnlp.876/)**Jian Wang, Yanjie Liang, Yuqing Sun et al.
2656. **[Inductive Linguistic Reasoning with Large Language Models ↗](https://aclanthology.org/2025.findings-acl.1171/)**Raghav Ramji, Keshav Ramji
2657. **[Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models ↗](https://aclanthology.org/2025.findings-emnlp.677/)**Cheng Yan, Feng Zhao, Ruilin Zhao et al.
2658. **[InfAL: Inference Time Adversarial Learning for Improving Research Ideation ↗](https://aclanthology.org/2025.findings-emnlp.667/)**Sikun Guo, Amir Hassan Shariatmadari, Peng Wang et al.
2659. **[Information-theoretic Distinctions Between Deception and Confusion ↗](https://aclanthology.org/2025.findings-ijcnlp.15/)**Robin Young
2660. **[Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing ↗](https://aclanthology.org/2025.findings-acl.152/)**Hanlun Zhu, Yunshi Lan, Xiang Li et al.
2661. **[InsBank: Evolving Instruction Subset for Ongoing Alignment ↗](https://aclanthology.org/2025.findings-emnlp.14/)**Jiayi Shi, Yiwei Li, Shaoxiong Feng et al.
2662. **[Insights into using temporal coordinated behaviour to explore connections between social media posts and influence ↗](https://aclanthology.org/2025.findings-emnlp.1325/)**Elisa Sartori, Serena Tardelli, Maurizio Tesconi et al.
2663. **[Instability in Downstream Task Performance During LLM Pretraining ↗](https://aclanthology.org/2025.findings-emnlp.1246/)**Yuto Nishida, Masaru Isonuma, Yusuke Oda
2664. **[Instance-level Randomization: Toward More Stable LLM Evaluations ↗](https://aclanthology.org/2025.findings-emnlp.182/)**Yiyang Li, Yonghuang Wu, Ying Luo et al.
2665. **[Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ↗](https://aclanthology.org/2025.findings-acl.343/)**Yuxin Jiang, Yufei Wang, Chuhan Wu et al.
2666. **[InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding ↗](https://aclanthology.org/2025.findings-emnlp.732/)**Cheng Jiayang, Qianqian Zhuang, Haoran Li et al.
2667. **[IntelliCockpitBench: A Comprehensive Benchmark to Evaluate VLMs for Intelligent Cockpit ↗](https://aclanthology.org/2025.findings-acl.798/)**Liang Lin, Siyuan Chai, Jiahao Wu et al.
2668. **[Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding ↗](https://aclanthology.org/2025.findings-emnlp.1088/)**Hangdi Xing, Feiyu Gao, Qi Zheng et al.
2669. **[InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback ↗](https://aclanthology.org/2025.findings-emnlp.1383/)**Henry Hengyuan Zhao, Wenqi Pei, Yifei Tao et al.
2670. **[Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding ↗](https://aclanthology.org/2025.findings-emnlp.277/)**Yuxuan Zhang, Yangfu Zhu, Haorui Wang et al.
2671. **[Internal states before wait modulate reasoning patterns ↗](https://aclanthology.org/2025.findings-emnlp.1012/)**Dmitrii Troitskii, Koyena Pal, Chris Wendler et al.
2672. **[IntrEx: A Dataset for Modeling Engagement in Educational Conversations ↗](https://aclanthology.org/2025.findings-emnlp.1191/)**Xingwei Tan, Mahathi Parvatham, Chiara Gambi et al.
2673. **[Intrinsic Linguistic Bias in Formal vs. Informal Bengali Pragmatics with Progressive Context Inflation ↗](https://aclanthology.org/2025.findings-ijcnlp.21/)**Md Tanzib Hosain, Md Kishor Morol
2674. **[Investigating Controversy Framing across Topics on Social Media ↗](https://aclanthology.org/2025.findings-emnlp.359/)**Maxwell Weinzierl, Sanda M. Harabagiu
2675. **[Investigating Dictionary Expansion for Video-based Sign Language Dictionaries ↗](https://aclanthology.org/2025.findings-emnlp.1243/)**Aashaka Desai, Daniela Massiceti, Richard Ladner et al.
2676. **[Investigating Multi-layer Representations for Dense Passage Retrieval ↗](https://aclanthology.org/2025.findings-emnlp.1333/)**Zhongbin Xie, Thomas Lukasiewicz
2677. **[Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation ↗](https://aclanthology.org/2025.findings-ijcnlp.138/)**Mana Makinae, Yusuke Sakai, Hidetaka Kamigaito et al.
2678. **[Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models ↗](https://aclanthology.org/2025.findings-acl.389/)**Rui Hu, Delai Qiu, Shuyu Wei et al.
2679. **[Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions ↗](https://aclanthology.org/2025.findings-emnlp.942/)**Meghdut Sengupta, Maximilian Muschalik, Fabian Fumagalli et al.
2680. **[Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering ↗](https://aclanthology.org/2025.findings-emnlp.80/)**Jihao Zhao, Chunlai Zhou, Daixuan Li et al.
2681. **[IoTMigrator: LLM-driven Embedded IoT Code Migration across Different OSes for Cloud-device Integration ↗](https://aclanthology.org/2025.findings-emnlp.1048/)**Yq, Kaijie Gong, Yi Gao et al.
2682. **[Is It \textit JUST Semantics? A Case Study of Discourse Particle Understanding in LLMs](https://md.research.elamur.ai/free/en/papers/sheffield-2025-is-it-textit-just-semantics/)**William Sheffield, Kanishka Misra, Valentina Pyatkin et al.*our summary*
2683. **[Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked? ↗](https://aclanthology.org/2025.findings-acl.1138/)**Seok Hwan Song, Mohna Chakraborty, Qi Li et al.
2684. **[Is a cute puyfred cute? Context-dependent form-meaning systematicity in LLMs ↗](https://aclanthology.org/2025.findings-acl.961/)**Jaïr A. Waal, Giovanni Cassani
2685. **[Isolating Culture Neurons in Multilingual Large Language Models ↗](https://aclanthology.org/2025.findings-ijcnlp.45/)**Danial Namazifard, Lukas Galke Poech
2686. **[Iterative Critique-Driven Simplification: Targeted Enhancement of Complex Definitions with Small Language Models ↗](https://aclanthology.org/2025.findings-ijcnlp.64/)**Veer Chheda, Avantika Sankhe, Aaditya Uday Ghaisas
2687. **[Jailbreak Attack Initializations as Extractors of Compliance Directions ↗](https://aclanthology.org/2025.findings-emnlp.354/)**Amit LeVi, Rom Himelstein, Yaniv Nemcovsky et al.
2688. **[Jailbreak Distillation: Renewable Safety Benchmarking ↗](https://aclanthology.org/2025.findings-emnlp.1366/)**Jingyu Zhang, Ahmed Elgohary, Xiawei Wang et al.
2689. **[KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration ↗](https://aclanthology.org/2025.findings-emnlp.1405/)**Yajing Yang, Tony Deng, Min-Yen Kan
2690. **[KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases ↗](https://aclanthology.org/2025.findings-emnlp.728/)**Zheni Zeng, Yuxuan Chen, Shi Yu et al.
2691. **[KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1188/)**Zhen Zhang, Xinyu Wang, Yong Jiang et al.
2692. **[KE-MHISTO: Towards a Multilingual Historical Knowledge Extraction Benchmark for Addressing the Long-Tail Problem ↗](https://aclanthology.org/2025.findings-acl.1042/)**Arianna Graciotti, Leonardo Piano, Nicolas Lazzari et al.
2693. **[KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance ↗](https://aclanthology.org/2025.findings-acl.1235/)**Qihuang Zhong, Liang Ding, Xiantao Cai et al.
2694. **[KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA ↗](https://aclanthology.org/2025.findings-emnlp.582/)**Ranran Bu, Jian Cao, Jianqi Gao et al.
2695. **[Keep Guessing? When Considering Inference Scaling, Mind the Baselines ↗](https://aclanthology.org/2025.findings-naacl.332/)**Gal Yona, Or Honovich, Omer Levy et al.
2696. **[Knowing More, Acting Better: Hierarchical Representation for Embodied Decision-Making ↗](https://aclanthology.org/2025.findings-emnlp.1042/)**Chunhui Zhang, Zhongyu Ouyang, Xingjian Diao et al.
2697. **[Knowledge Graph-Driven Memory Editing with Directional Interventions ↗](https://aclanthology.org/2025.findings-emnlp.261/)**Jinhu Fu, Kun Wang, Chongye Guo et al.
2698. **[Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs ↗](https://aclanthology.org/2025.findings-emnlp.385/)**Che Liu, Cheng Ouyang, Zhongwei Wan et al.
2699. **[Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach ↗](https://aclanthology.org/2025.findings-emnlp.938/)**Yongil Kim, Heuiyeen Yeen, Hyeongu Yun et al.
2700. **[KoLEG: On-the-Fly Korean Legal Knowledge Editing with Continuous Retrieval ↗](https://aclanthology.org/2025.findings-emnlp.489/)**Jaehyung Seo, Dahyun Jung, Jaewook Lee et al.

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