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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

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  1. KurTail : Kurtosis-based LLM Quantization ↗Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski, Evangelos Eleftheriou et al.
  2. LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation ↗Yiqun Shen, Song Yuan, Zhengze Zhang et al.
  3. LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling ↗Zeyu Liu, Souvik Kundu, Lianghao Jiang et al.
  4. LC-Eval: A Bilingual Multi-Task Evaluation Benchmark for Long-Context Understanding ↗Sheikh Jubair, Arwa Omayrah, Amal Alshammari et al.
  5. LCHAIM - Investigating Long Context Reasoning in HebrewEhud Malul, Oriel Perets, Ziv Mor et al.our summary
  6. LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations ↗Yile Wang, Zhanyu Shen, Hui Huang
  7. LEAF: Large Language Diffusion Model for Time Series Forecasting ↗Yuhang Pei, Tao Ren, Yifan Wang et al.
  8. LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ↗Sina Semnani, Pingyue Zhang, Wanyue Zhai et al.
  9. LIST: Linearly Incremental SQL Translator for Single-Hop Reasoning, Generation and Verification ↗Kaiyuan Guan, Ruoxin Li, Xudong Guo et al.
  10. LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding ↗Junlong Tong, Jinlan Fu, Zixuan Lin et al.
  11. LLM-Empowered Patient-Provider Communication: A Data-Centric Survey From a Clinical Perspective ↗Ruosi Shao, Md Shamim Seraj, Kangyi Zhao et al.
  12. LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers ↗Anton Razzhigaev, Matvey Mikhalchuk, Temurbek Rahmatullaev et al.
  13. LLM-Symbolic Integration for Robust Temporal Tabular Reasoning ↗Atharv Kulkarni, Kushagra Dixit, Vivek Srikumar et al.
  14. LLM-based Open Domain Planning by Leveraging Entity-Attribute-Level Domain Models ↗Dongning Rao, Songlin He, Zhihua Jiang et al.
  15. LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions ↗Yongju Jia, Jiarui Ma, Xiangxian Li et al.
  16. LLMForum-RAG: A Multilingual, Multi-domain Framework for Factual Reasoning via Weighted Retrieval and LLM Collaboration ↗Soham Chaudhuri, Dipanjan Saha, Dipankar Das
  17. LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM ↗Sambal Shikhar, Mohammed Irfan Kurpath, Sahal Shaji Mullappilly et al.
  18. LLMs Can Compensate for Deficiencies in Visual Representations ↗Sho Takishita, Jay Gala, Abdelrahman Mohamed et al.
  19. LLMs are Privacy Erasable ↗Zipeng Ye, Wenjian Luo
  20. LLMs as Architects and Critics for Multi-Source Opinion Summarization ↗Anuj Attri, Arnav Attri, Pushpak Bhattacharyya et al.
  21. LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? ↗Rushil Gupta, Jason Hartford, Bang Liu
  22. LLMs for Extremely Low-Resource Finno-Ugric Languages ↗Taido Purason, Hele-Andra Kuulmets, Mark Fishel
  23. LM2Protein: A Structure-to-Token Protein Large Language Model ↗Chang Zhou, Yuheng Shan, Pengan Chen et al.
  24. LNE-Blocking: An Efficient Framework for Contamination Mitigation Evaluation on Large Language Models ↗Ruijie Hou, Yueyang Jiao, Hanxu Hu et al.
  25. LOFT: Scalable and More Realistic Long-Context Evaluation ↗Jinhyuk Lee, Anthony Chen, Zhuyun Dai et al.
  26. LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation ↗Jiawen Xie, Haiyang Wu, Deyi Ji et al.
  27. LORE: Continual Logit Rewriting Fosters Faithful Generation ↗Charles Yu, Qingyun Wang, Yuting Hu et al.
  28. LRPLAN: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit & Explicit Constraints ↗T Karthikeyan, Om Dehlan, Mausam et al.
  29. LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models ↗Zhaoguang Long, Yuhao Zhou, Shangqing Zhao et al.
  30. LSRL: Process-Supervised GRPO on Latent Recurrent States Improves Mathematical Reasoning ↗Hangliang Ren
  31. LTRAG: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided RAG ↗Ruikang Hu, Shaoyu Lin, Yeliang Xiu et al.
  32. LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles ↗Ho Yin Sam Ng, Edward Hsu, Aashish Anantha Ramakrishnan et al.
  33. LaMP-Val: Large Language Models Empower Personalized Valuation in Auction ↗Jie Sun, Tianyu Zhang, Houcheng Jiang et al.
  34. Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification ↗Subhendu Khatuya, Shashwat Naidu, Saptarshi Ghosh et al.
  35. LangProBe: a Language Program Benchmark ↗Shangyin Tan, Lakshya A Agrawal, Arnav Singhvi et al.
  36. Language Modeling with Editable External Knowledge ↗Belinda Z. Li, Emmy Liu, Alexis Ross et al.
  37. Language Models Lack Temporal Generalization and Bigger is Not Better ↗Stella Verkijk, Piek Vossen, Pia Sommerauer
  38. Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models ↗Yuchun Fan, Yilin Wang, Yongyu Mu et al.
  39. Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis ↗Yiyi Chen, Qiongxiu Li, Russa Biswas et al.
  40. Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence ↗Linyang He, Ercong Nie, Helmut Schmid et al.
  41. Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights ↗Yang Liu, Lan Lan, Jiahuan Cao et al.
  42. Layer Duplication in LLMs ↗Neo Eyal, Nachum Dershowitz, Kfir Bar
  43. Learning Is Not A Race: Improving Retrieval in Language Models via Equal Learning ↗Wanqian Yang, Aahlad Manas Puli, Rajesh Ranganath
  44. Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation ↗Xiaohu Zhu, Qian Li, Lizhen Cui et al.
  45. Learning Trajectories of Figurative Language for Pre-Trained Language Models ↗Nicola Arici, Luca Putelli, Ejdis Gjinika et al.
  46. Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention ↗Sora Kadotani, Kosuke Nishida, Kyosuke Nishida
  47. Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework ↗Kaishuai Xu, Tiezheng Yu, Yi Cheng et al.
  48. Learning to Align: Addressing Character Frequency Distribution Shifts in Handwritten Text Recognition ↗Panagiotis Kaliosis, John Pavlopoulos
  49. Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction Games ↗Jinming Zhang, Yunfei Long
  50. LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation ↗Fei Yuan, Yinquan Lu, Lei Li et al.
  51. Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data ↗Olia Toporkov, Alan Akbik, Rodrigo Agerri
  52. Lemmas Matter, But Not Like That: Predictors of Lemma-Based Generalization in Morphological Inflection ↗Sarah Payne, Jordan Kodner
  53. Length Representations in Large Language Models ↗Sangjun Moon, Dasom Choi, Jingun Kwon et al.
  54. Lessons from a User Experience Evaluation of NLP Interfaces ↗Eduardo Calò, Lydia Penkert, Saad Mahamood
  55. Let The Jury Decide: Fair Demonstration Selection for In-Context Learning through Incremental Greedy Evaluation ↗Sadaf Md Halim, Chen Zhao, Xintao Wu et al.
  56. Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training ↗Kazuma Kobayashi, Zhen Wan, Fei Cheng et al.
  57. Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning ↗Simret A Gebreegziabher, Kuangshi Ai, Zheng Zhang et al.
  58. Leveraging the Cross-Domain & Cross-Linguistic Corpus for Low Resource NMT: A Case Study On Bhili-Hindi-English Parallel Corpus ↗Pooja Singh, Shashwat Bhardwaj, Vaibhav Sharma et al.
  59. Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence ↗Qianren Mao, Weifeng Jiang, Junnan Liu et al.
  60. Lightweight Query Checkpoint: Classifying Faulty User Queries to Mitigate Hallucinations in Large Language Model Question Answering ↗Minjoo Son, Jonghak Jang, Misuk Kim
  61. Likelihood Variance as Text Importance for Resampling Texts to Map Language Models ↗Momose Oyama, Ryo Kishino, Hiroaki Yamagiwa et al.
  62. LimaCost: Data Valuation for Instruction Tuning of Large Language Models ↗Hyeonseok Moon, Jaehyung Seo, Seonmin Koo et al.
  63. Linear Steerability in Language Models: When It Emerges and How It Evolves ↗Jianshu She, Xinyue Li, Eric P. Xing et al.
  64. Linguistic Alignment Predicts Learning in Small Group Tutoring Sessions ↗Dorothea French, Robert Moulder, Kelechi Ezema et al.
  65. Linguistically Grounded Analysis of Language Models using Shapley Head Values ↗Marcell Fekete, Johannes Bjerva
  66. Linguistically-Controlled Paraphrase Generation ↗Mohamed Elgaar, Hadi Amiri
  67. LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities ↗Kalyan Nakka, Jimmy Dani, Ausmit Mondal et al.
  68. LlmFixer: Fix the Helpfulness of Defensive Large Language Models ↗Zelong Yu, Xiaoming Zhang, Litian Zhang et al.
  69. LoFTI: Localization and Factuality Transfer to Indian Locales ↗Sona Elza Simon, Soumen Kumar Mondal, Abhishek Singhania et al.
  70. LoRMA: Low-Rank Multiplicative Adaptation for LLMs ↗Harsh Bihany, Shubham Patel, Ashutosh Modi
  71. LoRaDA: Low-Rank Direct Attention Adaptation for Efficient LLM Fine-tuning ↗Zhangming Li, Qinghao Hu, Yiqun Chen et al.
  72. Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving ↗Sara Rajaee, Kumar Pratik, Gabriele Cesa et al.
  73. Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models ↗Tom Kempton, Stuart Burrell
  74. Localizing Malicious Outputs from CodeLLM ↗Mayukh Borana, Junyi Liang, Sai Sathiesh Rajan et al.
  75. Localizing and Mitigating Errors in Long-form Question Answering ↗Rachneet Singh Sachdeva, Yixiao Song, Mohit Iyyer et al.
  76. Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs ↗Zeping Yu, Sophia Ananiadou
  77. Lock on Target! Precision Unlearning via Directional Control ↗Yuntao Wen, Ruixiang Feng, Feng Guo et al.
  78. Logic-Thinker: Teaching Large Language Models to Think more Logically. ↗Chengyao Wen, Qiang Cheng, Shaofei Wang et al.
  79. Logic: Long-form Outline Generation via Imitative and Critical Self-refinement ↗Hengwei Liu, Yongliang Shen, Zhe Zheng et al.
  80. Logical Table-to-Text Generation: Challenges, Methods, and Reasoning ↗Lena Trigg, Dean F. Hougen
  81. Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation ↗Yunsoo Kim, Jinge Wu, Su Hwan Kim et al.
  82. Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge ↗Meiyun Wang, Takeshi Kojima, Yusuke Iwasawa et al.
  83. Low-Hallucination and Efficient Coreference Resolution with LLMs ↗Yujian Gan, Yuan Liang, Jinxia Xie et al.
  84. Low-Resource Grammatical Error Correction: Selective Data Augmentation with Round-Trip Machine Translation ↗Frank Palma Gomez, Alla Rozovskaya
  85. Low-Resource Languages LLM Disinformation is Within Reach: The Case of Walliserdeutsch ↗Andrei Kucharavy, Sherine Seppey, Cyril Vallez et al.
  86. Lunar Twins: We Choose to Go to the Moon with Large Language Models ↗Xin-Yu Xiao, Yalei Liu, Xiangyu Liu et al.
  87. M$^2$-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ↗Mingyang Zhou, Lingyu Zhang, Sophia Horng et al.
  88. M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models ↗Jiaxin Guo, Daimeng Wei, Yuanchang Luo et al.
  89. MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models ↗Mingrui Xie, Lulu Xu, Junliang Du
  90. MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs ↗Raoyuan Zhao, Beiduo Chen, Barbara Plank et al.
  91. MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ↗Sagi Shaier, George Arthur Baker, Chiranthan Sridhar et al.
  92. MANBench: Is Your Multimodal Model Smarter than Human? ↗Han Zhou, Qitong Xu, Yiheng Dong et al.
  93. MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets ↗Heuiyeen Yeen, Seokhee Hong, Hyeongu Yun et al.
  94. MARIO-0.5B: A Multi-Agent Lightweight Model for Real-Time Open Information Extraction in Low-Resource Settings ↗Donghai Zhang, SHuangtao Yang, Dong Xiaozheng et al.
  95. MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages ↗Mayank Kulkarni, Vittorio Mazzia, Judith Gaspers et al.
  96. MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models ↗Mugilan Ganesan, Shane Segal, Ankur Aggarwal et al.
  97. MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures - A Comprehensive Framework ↗Yifan Zhu, Chao Zhang, Xin Shi et al.
  98. MATCH: Task-Driven Code Evaluation through Contrastive Learning ↗Marah Ghoummaid, Vladimir Tchuiev, Ofek Glick et al.
  99. MCiteBench: A Multimodal Benchmark for Generating Text with Citations ↗Caiyu Hu, Yikai Zhang, Tinghui Zhu et al.
  100. MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ↗Joseph J Peper, Wenzhao Qiu, Ali Payani et al.

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