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

3,414 papers · page 28 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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2701. **[KurTail : Kurtosis-based LLM Quantization ↗](https://aclanthology.org/2025.findings-emnlp.943/)**Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski, Evangelos Eleftheriou et al.
2702. **[LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation ↗](https://aclanthology.org/2025.findings-emnlp.737/)**Yiqun Shen, Song Yuan, Zhengze Zhang et al.
2703. **[LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling ↗](https://aclanthology.org/2025.findings-emnlp.1138/)**Zeyu Liu, Souvik Kundu, Lianghao Jiang et al.
2704. **[LC-Eval: A Bilingual Multi-Task Evaluation Benchmark for Long-Context Understanding ↗](https://aclanthology.org/2025.findings-emnlp.1057/)**Sheikh Jubair, Arwa Omayrah, Amal Alshammari et al.
2705. **[LCHAIM - Investigating Long Context Reasoning in Hebrew](https://md.research.elamur.ai/free/en/papers/malul-2025-lchaim-investigating-long-context-reasoning/)**Ehud Malul, Oriel Perets, Ziv Mor et al.*our summary*
2706. **[LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations ↗](https://aclanthology.org/2025.findings-acl.743/)**Yile Wang, Zhanyu Shen, Hui Huang
2707. **[LEAF: Large Language Diffusion Model for Time Series Forecasting ↗](https://aclanthology.org/2025.findings-emnlp.58/)**Yuhang Pei, Tao Ren, Yifan Wang et al.
2708. **[LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ↗](https://aclanthology.org/2025.findings-acl.1325/)**Sina Semnani, Pingyue Zhang, Wanyue Zhai et al.
2709. **[LIST: Linearly Incremental SQL Translator for Single-Hop Reasoning, Generation and Verification ↗](https://aclanthology.org/2025.findings-acl.1277/)**Kaiyuan Guan, Ruoxin Li, Xudong Guo et al.
2710. **[LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding ↗](https://aclanthology.org/2025.findings-acl.1207/)**Junlong Tong, Jinlan Fu, Zixuan Lin et al.
2711. **[LLM-Empowered Patient-Provider Communication: A Data-Centric Survey From a Clinical Perspective ↗](https://aclanthology.org/2025.findings-ijcnlp.40/)**Ruosi Shao, Md Shamim Seraj, Kangyi Zhao et al.
2712. **[LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers ↗](https://aclanthology.org/2025.findings-naacl.432/)**Anton Razzhigaev, Matvey Mikhalchuk, Temurbek Rahmatullaev et al.
2713. **[LLM-Symbolic Integration for Robust Temporal Tabular Reasoning ↗](https://aclanthology.org/2025.findings-acl.1022/)**Atharv Kulkarni, Kushagra Dixit, Vivek Srikumar et al.
2714. **[LLM-based Open Domain Planning by Leveraging Entity-Attribute-Level Domain Models ↗](https://aclanthology.org/2025.findings-emnlp.138/)**Dongning Rao, Songlin He, Zhihua Jiang et al.
2715. **[LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions ↗](https://aclanthology.org/2025.findings-emnlp.799/)**Yongju Jia, Jiarui Ma, Xiangxian Li et al.
2716. **[LLMForum-RAG: A Multilingual, Multi-domain Framework for Factual Reasoning via Weighted Retrieval and LLM Collaboration ↗](https://aclanthology.org/2025.findings-ijcnlp.88/)**Soham Chaudhuri, Dipanjan Saha, Dipankar Das
2717. **[LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM ↗](https://aclanthology.org/2025.findings-acl.1051/)**Sambal Shikhar, Mohammed Irfan Kurpath, Sahal Shaji Mullappilly et al.
2718. **[LLMs Can Compensate for Deficiencies in Visual Representations ↗](https://aclanthology.org/2025.findings-emnlp.825/)**Sho Takishita, Jay Gala, Abdelrahman Mohamed et al.
2719. **[LLMs are Privacy Erasable ↗](https://aclanthology.org/2025.findings-emnlp.304/)**Zipeng Ye, Wenjian Luo
2720. **[LLMs as Architects and Critics for Multi-Source Opinion Summarization ↗](https://aclanthology.org/2025.findings-ijcnlp.5/)**Anuj Attri, Arnav Attri, Pushpak Bhattacharyya et al.
2721. **[LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? ↗](https://aclanthology.org/2025.findings-emnlp.838/)**Rushil Gupta, Jason Hartford, Bang Liu
2722. **[LLMs for Extremely Low-Resource Finno-Ugric Languages ↗](https://aclanthology.org/2025.findings-naacl.373/)**Taido Purason, Hele-Andra Kuulmets, Mark Fishel
2723. **[LM2Protein: A Structure-to-Token Protein Large Language Model ↗](https://aclanthology.org/2025.findings-emnlp.369/)**Chang Zhou, Yuheng Shan, Pengan Chen et al.
2724. **[LNE-Blocking: An Efficient Framework for Contamination Mitigation Evaluation on Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.188/)**Ruijie Hou, Yueyang Jiao, Hanxu Hu et al.
2725. **[LOFT: Scalable and More Realistic Long-Context Evaluation ↗](https://aclanthology.org/2025.findings-naacl.374/)**Jinhyuk Lee, Anthony Chen, Zhuyun Dai et al.
2726. **[LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation ↗](https://aclanthology.org/2025.findings-emnlp.977/)**Jiawen Xie, Haiyang Wu, Deyi Ji et al.
2727. **[LORE: Continual Logit Rewriting Fosters Faithful Generation ↗](https://aclanthology.org/2025.findings-emnlp.1163/)**Charles Yu, Qingyun Wang, Yuting Hu et al.
2728. **[LRPLAN: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit & Explicit Constraints ↗](https://aclanthology.org/2025.findings-emnlp.440/)**T Karthikeyan, Om Dehlan, Mausam et al.
2729. **[LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models ↗](https://aclanthology.org/2025.findings-naacl.143/)**Zhaoguang Long, Yuhao Zhou, Shangqing Zhao et al.
2730. **[LSRL: Process-Supervised GRPO on Latent Recurrent States Improves Mathematical Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.669/)**Hangliang Ren
2731. **[LTRAG: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided RAG ↗](https://aclanthology.org/2025.findings-acl.126/)**Ruikang Hu, Shaoyu Lin, Yeliang Xiu et al.
2732. **[LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles ↗](https://aclanthology.org/2025.findings-emnlp.521/)**Ho Yin Sam Ng, Edward Hsu, Aashish Anantha Ramakrishnan et al.
2733. **[LaMP-Val: Large Language Models Empower Personalized Valuation in Auction ↗](https://aclanthology.org/2025.findings-emnlp.31/)**Jie Sun, Tianyu Zhang, Houcheng Jiang et al.
2734. **[Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification ↗](https://aclanthology.org/2025.findings-acl.1145/)**Subhendu Khatuya, Shashwat Naidu, Saptarshi Ghosh et al.
2735. **[LangProBe: a Language Program Benchmark ↗](https://aclanthology.org/2025.findings-emnlp.1172/)**Shangyin Tan, Lakshya A Agrawal, Arnav Singhvi et al.
2736. **[Language Modeling with Editable External Knowledge ↗](https://aclanthology.org/2025.findings-naacl.168/)**Belinda Z. Li, Emmy Liu, Alexis Ross et al.
2737. **[Language Models Lack Temporal Generalization and Bigger is Not Better ↗](https://aclanthology.org/2025.findings-acl.1060/)**Stella Verkijk, Piek Vossen, Pia Sommerauer
2738. **[Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models ↗](https://aclanthology.org/2025.findings-emnlp.666/)**Yuchun Fan, Yilin Wang, Yongyu Mu et al.
2739. **[Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis ↗](https://aclanthology.org/2025.findings-naacl.210/)**Yiyi Chen, Qiongxiu Li, Russa Biswas et al.
2740. **[Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence ↗](https://aclanthology.org/2025.findings-acl.986/)**Linyang He, Ercong Nie, Helmut Schmid et al.
2741. **[Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights ↗](https://aclanthology.org/2025.findings-naacl.46/)**Yang Liu, Lan Lan, Jiahuan Cao et al.
2742. **[Layer Duplication in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.967/)**Neo Eyal, Nachum Dershowitz, Kfir Bar
2743. **[Learning Is Not A Race: Improving Retrieval in Language Models via Equal Learning ↗](https://aclanthology.org/2025.findings-emnlp.1260/)**Wanqian Yang, Aahlad Manas Puli, Rajesh Ranganath
2744. **[Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation ↗](https://aclanthology.org/2025.findings-emnlp.190/)**Xiaohu Zhu, Qian Li, Lizhen Cui et al.
2745. **[Learning Trajectories of Figurative Language for Pre-Trained Language Models ↗](https://aclanthology.org/2025.findings-emnlp.779/)**Nicola Arici, Luca Putelli, Ejdis Gjinika et al.
2746. **[Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention ↗](https://aclanthology.org/2025.findings-ijcnlp.68/)**Sora Kadotani, Kosuke Nishida, Kyosuke Nishida
2747. **[Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework ↗](https://aclanthology.org/2025.findings-acl.494/)**Kaishuai Xu, Tiezheng Yu, Yi Cheng et al.
2748. **[Learning to Align: Addressing Character Frequency Distribution Shifts in Handwritten Text Recognition ↗](https://aclanthology.org/2025.findings-emnlp.1014/)**Panagiotis Kaliosis, John Pavlopoulos
2749. **[Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction Games ↗](https://aclanthology.org/2025.findings-acl.531/)**Jinming Zhang, Yunfei Long
2750. **[LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation ↗](https://aclanthology.org/2025.findings-acl.1200/)**Fei Yuan, Yinquan Lu, Lei Li et al.
2751. **[Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data ↗](https://aclanthology.org/2025.findings-emnlp.988/)**Olia Toporkov, Alan Akbik, Rodrigo Agerri
2752. **[Lemmas Matter, But Not Like That: Predictors of Lemma-Based Generalization in Morphological Inflection ↗](https://aclanthology.org/2025.findings-acl.1296/)**Sarah Payne, Jordan Kodner
2753. **[Length Representations in Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1078/)**Sangjun Moon, Dasom Choi, Jingun Kwon et al.
2754. **[Lessons from a User Experience Evaluation of NLP Interfaces ↗](https://aclanthology.org/2025.findings-naacl.159/)**Eduardo Calò, Lydia Penkert, Saad Mahamood
2755. **[Let The Jury Decide: Fair Demonstration Selection for In-Context Learning through Incremental Greedy Evaluation ↗](https://aclanthology.org/2025.findings-acl.968/)**Sadaf Md Halim, Chen Zhao, Xintao Wu et al.
2756. **[Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training ↗](https://aclanthology.org/2025.findings-emnlp.615/)**Kazuma Kobayashi, Zhen Wan, Fei Cheng et al.
2757. **[Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning ↗](https://aclanthology.org/2025.findings-acl.50/)**Simret A Gebreegziabher, Kuangshi Ai, Zheng Zhang et al.
2758. **[Leveraging the Cross-Domain & Cross-Linguistic Corpus for Low Resource NMT: A Case Study On Bhili-Hindi-English Parallel Corpus ↗](https://aclanthology.org/2025.findings-emnlp.508/)**Pooja Singh, Shashwat Bhardwaj, Vaibhav Sharma et al.
2759. **[Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence ↗](https://aclanthology.org/2025.findings-naacl.309/)**Qianren Mao, Weifeng Jiang, Junnan Liu et al.
2760. **[Lightweight Query Checkpoint: Classifying Faulty User Queries to Mitigate Hallucinations in Large Language Model Question Answering ↗](https://aclanthology.org/2025.findings-acl.756/)**Minjoo Son, Jonghak Jang, Misuk Kim
2761. **[Likelihood Variance as Text Importance for Resampling Texts to Map Language Models ↗](https://aclanthology.org/2025.findings-emnlp.502/)**Momose Oyama, Ryo Kishino, Hiroaki Yamagiwa et al.
2762. **[LimaCost: Data Valuation for Instruction Tuning of Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.688/)**Hyeonseok Moon, Jaehyung Seo, Seonmin Koo et al.
2763. **[Linear Steerability in Language Models: When It Emerges and How It Evolves ↗](https://aclanthology.org/2025.findings-emnlp.969/)**Jianshu She, Xinyue Li, Eric P. Xing et al.
2764. **[Linguistic Alignment Predicts Learning in Small Group Tutoring Sessions ↗](https://aclanthology.org/2025.findings-emnlp.844/)**Dorothea French, Robert Moulder, Kelechi Ezema et al.
2765. **[Linguistically Grounded Analysis of Language Models using Shapley Head Values ↗](https://aclanthology.org/2025.findings-naacl.49/)**Marcell Fekete, Johannes Bjerva
2766. **[Linguistically-Controlled Paraphrase Generation ↗](https://aclanthology.org/2025.findings-emnlp.1137/)**Mohamed Elgaar, Hadi Amiri
2767. **[LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities ↗](https://aclanthology.org/2025.findings-ijcnlp.12/)**Kalyan Nakka, Jimmy Dani, Ausmit Mondal et al.
2768. **[LlmFixer: Fix the Helpfulness of Defensive Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.989/)**Zelong Yu, Xiaoming Zhang, Litian Zhang et al.
2769. **[LoFTI: Localization and Factuality Transfer to Indian Locales ↗](https://aclanthology.org/2025.findings-acl.854/)**Sona Elza Simon, Soumen Kumar Mondal, Abhishek Singhania et al.
2770. **[LoRMA: Low-Rank Multiplicative Adaptation for LLMs ↗](https://aclanthology.org/2025.findings-acl.527/)**Harsh Bihany, Shubham Patel, Ashutosh Modi
2771. **[LoRaDA: Low-Rank Direct Attention Adaptation for Efficient LLM Fine-tuning ↗](https://aclanthology.org/2025.findings-emnlp.676/)**Zhangming Li, Qinghao Hu, Yiqun Chen et al.
2772. **[Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving ↗](https://aclanthology.org/2025.findings-acl.825/)**Sara Rajaee, Kumar Pratik, Gabriele Cesa et al.
2773. **[Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1210/)**Tom Kempton, Stuart Burrell
2774. **[Localizing Malicious Outputs from CodeLLM ↗](https://aclanthology.org/2025.findings-emnlp.1041/)**Mayukh Borana, Junyi Liang, Sai Sathiesh Rajan et al.
2775. **[Localizing and Mitigating Errors in Long-form Question Answering ↗](https://aclanthology.org/2025.findings-acl.1049/)**Rachneet Singh Sachdeva, Yixiao Song, Mohit Iyyer et al.
2776. **[Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs ↗](https://aclanthology.org/2025.findings-emnlp.372/)**Zeping Yu, Sophia Ananiadou
2777. **[Lock on Target! Precision Unlearning via Directional Control ↗](https://aclanthology.org/2025.findings-emnlp.1021/)**Yuntao Wen, Ruixiang Feng, Feng Guo et al.
2778. **[Logic-Thinker: Teaching Large Language Models to Think more Logically. ↗](https://aclanthology.org/2025.findings-emnlp.696/)**Chengyao Wen, Qiang Cheng, Shaofei Wang et al.
2779. **[Logic: Long-form Outline Generation via Imitative and Critical Self-refinement ↗](https://aclanthology.org/2025.findings-emnlp.983/)**Hengwei Liu, Yongliang Shen, Zhe Zheng et al.
2780. **[Logical Table-to-Text Generation: Challenges, Methods, and Reasoning ↗](https://aclanthology.org/2025.findings-ijcnlp.103/)**Lena Trigg, Dean F. Hougen
2781. **[Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation ↗](https://aclanthology.org/2025.findings-acl.909/)**Yunsoo Kim, Jinge Wu, Su Hwan Kim et al.
2782. **[Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge ↗](https://aclanthology.org/2025.findings-naacl.256/)**Meiyun Wang, Takeshi Kojima, Yusuke Iwasawa et al.
2783. **[Low-Hallucination and Efficient Coreference Resolution with LLMs ↗](https://aclanthology.org/2025.findings-emnlp.934/)**Yujian Gan, Yuan Liang, Jinxia Xie et al.
2784. **[Low-Resource Grammatical Error Correction: Selective Data Augmentation with Round-Trip Machine Translation ↗](https://aclanthology.org/2025.findings-acl.1322/)**Frank Palma Gomez, Alla Rozovskaya
2785. **[Low-Resource Languages LLM Disinformation is Within Reach: The Case of Walliserdeutsch ↗](https://aclanthology.org/2025.findings-emnlp.1396/)**Andrei Kucharavy, Sherine Seppey, Cyril Vallez et al.
2786. **[Lunar Twins: We Choose to Go to the Moon with Large Language Models ↗](https://aclanthology.org/2025.findings-acl.69/)**Xin-Yu Xiao, Yalei Liu, Xiangyu Liu et al.
2787. **[M$^2$-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ↗](https://aclanthology.org/2025.findings-acl.1345/)**Mingyang Zhou, Lingyu Zhang, Sophia Horng et al.
2788. **[M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.906/)**Jiaxin Guo, Daimeng Wei, Yuanchang Luo et al.
2789. **[MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models ↗](https://aclanthology.org/2025.findings-emnlp.953/)**Mingrui Xie, Lulu Xu, Junliang Du
2790. **[MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs ↗](https://aclanthology.org/2025.findings-emnlp.1256/)**Raoyuan Zhao, Beiduo Chen, Barbara Plank et al.
2791. **[MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ↗](https://aclanthology.org/2025.findings-acl.209/)**Sagi Shaier, George Arthur Baker, Chiranthan Sridhar et al.
2792. **[MANBench: Is Your Multimodal Model Smarter than Human? ↗](https://aclanthology.org/2025.findings-acl.178/)**Han Zhou, Qitong Xu, Yiheng Dong et al.
2793. **[MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets ↗](https://aclanthology.org/2025.findings-emnlp.1019/)**Heuiyeen Yeen, Seokhee Hong, Hyeongu Yun et al.
2794. **[MARIO-0.5B: A Multi-Agent Lightweight Model for Real-Time Open Information Extraction in Low-Resource Settings ↗](https://aclanthology.org/2025.findings-emnlp.703/)**Donghai Zhang, SHuangtao Yang, Dong Xiaozheng et al.
2795. **[MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages ↗](https://aclanthology.org/2025.findings-emnlp.1099/)**Mayank Kulkarni, Vittorio Mazzia, Judith Gaspers et al.
2796. **[MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models ↗](https://aclanthology.org/2025.findings-emnlp.656/)**Mugilan Ganesan, Shane Segal, Ankur Aggarwal et al.
2797. **[MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures - A Comprehensive Framework ↗](https://aclanthology.org/2025.findings-emnlp.917/)**Yifan Zhu, Chao Zhang, Xin Shi et al.
2798. **[MATCH: Task-Driven Code Evaluation through Contrastive Learning ↗](https://aclanthology.org/2025.findings-emnlp.611/)**Marah Ghoummaid, Vladimir Tchuiev, Ofek Glick et al.
2799. **[MCiteBench: A Multimodal Benchmark for Generating Text with Citations ↗](https://aclanthology.org/2025.findings-emnlp.318/)**Caiyu Hu, Yikai Zhang, Tinghui Zhu et al.
2800. **[MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ↗](https://aclanthology.org/2025.findings-acl.1312/)**Joseph J Peper, Wenzhao Qiu, Ali Payani et al.

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