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LREC 2026: all accepted papers

944 papers · page 8 of 10 · the most cited first · ← LREC 2026

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  1. Ramsa: A Large Sociolinguistically Rich Emirati Arabic Speech Corpus for ASR and TTSRania Al-Sabbaghour summary
  2. ReTaT: A Unified Benchmark for Relation Extraction across Text and Table ↗Mohamed Ettaleb, Thibault Ehrhart, Nathalie Aussenac-Gilles et al.
  3. Reading Dynamics and Comprehension in Cognitive Aging: A Multimodal Language ResourceClaudia Marzi, Noemi Boni, Alice Todesco et al.our summary
  4. Reading Time in the Wild: An Assessment of Readability Predictors Based on Naturally-Observed Reading TimesSijbren van Vaals, Rik van Noord, Malvina Nissimour summary
  5. Real-Time Generation of Game Video Commentary with Multimodal LLMs: Pause-Aware Decoding Approaches ↗Anum Afzal, Yuki Saito, Hiroya Takamura et al.
  6. Reason-to-Learn (R2L): Multi-Agent Knowledge Distillation for Lightweight LLMs in Sentiment AnalysisLe-Huy Tu, Quan Nguyen, Vincent NGUYEN et al.our summary
  7. Reason2Decide: Rationale-Driven Multi-Task Learning ↗H M Quamran Hasan, Housam Khalifa Bashier, Jiayi Dai et al.
  8. Reasoning Graph-Structured Question Answering: Datasets and Insights from LLM BenchmarkingKhin Yone, Devasha Trivedi, Anish Pahilajani et al.our summary
  9. Reasoning over Object Descriptions Improves Coreference Resolution in Task-Based Dialogue Systems ↗Oier Ijurco, Oier Lopez de Lacalle
  10. Recovering Registers from Leveled Wordlists ↗Yo Ehara
  11. Redefining Evaluation Standards: A Unified Framework for Evaluating the Korean Capabilities of Language Models ↗Hanwool Lee, Dasol Choi, Sooyong Kim et al.
  12. Reference-free Evaluation at Inference for NER/NEL over OCRed Historical TextsTien-Nam Nguyen, Adam Jatowt, Ahmed Hamdi et al.our summary
  13. Referenceless Evaluation of Machine Translation Models by Ranking Performance in Romanian to English Translate-train Settings ↗Mihail Feraru, Alexandra Diaconu, Bogdan Dumitru Alexe
  14. Reformulate and Create, Don't Translate: Creating Natural Prompts for Underserved LanguagesAnnika Simonsen, Mathias Stenlund, Lars Bungum et al.our summary
  15. Refusal Steering: Fine-grained Control over LLM Refusal Behaviour for Sensitive Topics ↗Iker García-Ferrero, David Montero, Roman Orus
  16. RelEx-PT: A Portuguese Sentence-Level Relation Extraction DatasetTomás Pinto, Catarina Silva, Hugo Goncalo Oliveiraour summary
  17. Relation Extraction across Entire Books to Reconstruct Community Networks: The AffilKG Datasets ↗Erica Cai, Sean Mcquade, Kevin Young et al.
  18. Report-based Recommendations for Policy Making and Agency Operations: Dataset and LLM Evaluation ↗Aleksandra Edwards, Thomas Edwards, Jose Camacho-Collados et al.
  19. Representing Multimodality in Terminology Resources ↗Federica Vezzani
  20. Resource-Lean Lexicon Induction for German Dialects ↗Robert Litschko, Barbara Plank, Diego Frassinelli
  21. RespondeoQA: A Benchmark for Bilingual Latin-English Question Answering ↗Marisa Hudspeth, Patrick J. Burns, Brendan O'Connor
  22. Rethinking Evaluation in Retrieval-Augmented Personalized Dialogue: A Cognitive and Linguistic PerspectiveTianyi Zhang, David Traumour summary
  23. Robust Bias Evaluation with FilBBQ: A Filipino Bias Benchmark for Question-Answering Language Models ↗Lance Calvin Lim Gamboa, Yue Feng, Mark Lee
  24. RuBIN: A Russian Benchmark for Evaluating LLMs with Cultural Insights ↗Polina Lazukova, Irina Piontkovskaya
  25. Rubric-Guided Fine-tuning of SpeechLLMs for Multi-Aspect, Multi-Rater L2 Reading-Speech AssessmentAditya Kamlesh Parikh, Cristian Tejedor-García, Catia Cucchiarini et al.our summary
  26. Russian Generative Spelling, Punctuation and Capitalization CorrectionNikita Martynov, Danil Astafurov, Ulyana Isaeva et al.our summary
  27. RuznamceNER: A Named Entity Recognition Dataset for Ottoman TurkishEsma Fatıma Bilgin Tasdemir, Dilara Zeynep Gürer, Saziye Betul Ozatesour summary
  28. S-GRADES – Studying Generalization of Student Response Assessments in Diverse Evaluative SettingsTasfia Seuti, Sagnik Ray Choudhuryour summary
  29. S-VoCAL: A Dataset and Evaluation Framework for Inferring Speaking Voice Character Attributes in LiteratureAbigail Berthe-Pardo, Gaspard Michel, Elena V. Epure et al.our summary
  30. SALAN: A Massive ASR Dataset for the Languages of Niger ↗Mamadou K. Keita, Christopher M. Homan, Emily Prud'hommeaux et al.
  31. SALOMO: An Annotation Tool for Complex Annotation Tasks with a Large Number of LabelsTim Menznerour summary
  32. SEEM-CZ: Annotation and Classification of Epistemic Markers in CzechBarbora Štěpánková, Michal Novák, Tomáš Musil et al.our summary
  33. SEFL: A Framework for Generating Synthetic Educational Assignment Feedback with LLM AgentsMike Zhang, Amalie Pernille Dilling, Léon Gondelman et al.our summary
  34. SENS-ASR: Semantic Embedding Injection in Neural-transducer for Streaming Automatic Speech Recognition ↗Youness Dkhissi, Valentin Vielzeuf, Elys Allesiardo et al.
  35. SENSEI-ASG: A Challenging Dataset for Argument Summary Graph Parsing ↗Jonathan Clayton, Marco Damonte, Robert Gaizauskas
  36. SETUP: Sentence-level English-To-Uniform Meaning Representation Parser ↗Emma Markle, Javier Gutierrez Bach, Shira Wein
  37. SKILL-IR-Discourse: A Large, Annotated Corpus of Argumentation and Domain Discourse on International RelationsMagdalena Wolska, Matti Wiegmann, Sassan Gholiagha et al.our summary
  38. SLURP-TN : Resource for Tunisian Dialect Spoken Language Understanding ↗Haroun Elleuch, Salima Mdhaffar, Yannick Estève et al.
  39. SOMVOICE: A First Dataset to Study the Effects of Sleep Deprivation on Voice Characteristics of Healthy French SpeakersVincent P. Martin, Jean-Luc Rouas, Colleen Beaumard et al.our summary
  40. SPOT: An Annotated French Corpus and Benchmark for Detecting Critical Interventions in Online Conversations ↗Manon Berriche, Célia Nouri, Chloé Clavel et al.
  41. SPQ: An Ensemble Technique for Large Language Model CompressionJiamin Yao, Eren Gultepeour summary
  42. STAR-IL: A Dataset for Style-Aware Machine Translation of Product Reviews in Indian LanguagesKetaki Shetye, Dipti Misra Sharma, Parameswari Krishnamurthyour summary
  43. STRUDEL: Unrolling a Benchmark for Evaluating Vision-Language Models on Structured Diagram Understanding across DomainsDaniel Steinigen, Lucie Flek, Sebastian Houbenour summary
  44. SWE-QA: A Dataset and Benchmark for Complex Code Understanding ↗Laila ELKOUSSY, Julien PEREZ
  45. Same Meaning, Different Scores: Lexical and Syntactic Sensitivity in LLM Evaluation ↗Bogdan Kostić, Conor Fallon, Julian Risch et al.
  46. Same-Language Subtitles for Low-resource Languages: A Case of BundelkhandiAnirudh Pradhan, Ayushi Pandey, Divyansh Kushwaha et al.our summary
  47. Sanskrit Travelogue: A Large-Scale Unified and Annotated Corpus of Sanskrit TextsGiacomo De Luca, Danilo Croce, Roberto Basiliour summary
  48. Saudi ASWAT: A Large-Scale Corpus of Spontaneous Saudi Arabic SpeechAbdullah I. Alharbi, Afrah A. Altamimi, Muneera Alhoshan et al.our summary
  49. Scaling LLM Reasoning from Minimal Labels: A Semi-Supervised Framework with a Lightweight Verifier ↗Keizo Kato, Chenhui Chu, Yugo Murawaki et al.
  50. Scare Quotes as Markers of “Questionable” Word Usages and Misalignment in Conversation: An Annotation StudyAina Garí Soler, Juan Carlos Zevallos Huaco, Matthieu Labeau et al.our summary
  51. SciCiteVal: A Multi-Domain Dataset for Scientific Citation VerificationQinyue Liu, Yongxin Zhou, Cyril Labbeour summary
  52. SciClaimEval: Cross-modal Claim Verification in Scientific Papers ↗Xanh Ho, Yun-Ang Wu, Sunisth Kumar et al.
  53. SciLaD: A Large-Scale, Transparent, Reproducible Dataset for Natural Scientific Language Processing ↗Luca Foppiano, Sotaro Takeshita, Pedro Ortiz Suarez et al.
  54. Scientific Article Section Classification (SASC) DatasetNicolau Duran-Silva, Julian Moreno-Schneider, César Parra-Rojas et al.our summary
  55. Scoring the Translation: On Target Automatic Keyword-Based Evaluation of Machine Translation in the Sports DomainSteinþór Steingrímsson, Einar Freyr Sigurðssonour summary
  56. Scripting History: A Diachronic Urdu Text and Image Corpus from the 18Th to 19Th CenturiesSana Shams, Sahar Rauf, Asad Mustafa et al.our summary
  57. Seeing the Other Side: Diagnostic Tasks for Viewpoint Reasoning in Vision–Language ModelsMakoto Takenaka, Hitomi Yanakaour summary
  58. Selective Augmentation: Improving Universal Automatic Phonetic Transcription via G2P Bootstrapping ↗Tobias Bystrich, Julia Maria Pritzen, Christoph Andreas Schmidt et al.
  59. Self-supervised Data Augmentation for Text Classification in Low-Data Settings ↗Deyu Ding, Mengying Wang, Andreas Spitz
  60. SemBench: A Universal Semantic Framework for LLM EvaluationMikel Zubillaga, Naiara Perez, Oscar Sainz et al.our summary
  61. Semantic Alignment across Ancient Egyptian Language Stages via Normalization-Aware Multitask Learning ↗He Huang
  62. Semantic Capacity in Language Learners and LLMs: A Case Study of Quantifier Scope ↗Shaohua Fang, Yue Li, Yan Cong
  63. Semantic Information: A Difference That Makes a DifferenceJ. Nathanael Philipp, Max Kölbl, Michael Richterour summary
  64. Semantic Label Drift in Cross-Cultural Translation ↗Mohsinul Kabir, Tasnim Ahmed, Md Mezbaur Rahman et al.
  65. Semantic Parsing for Evaluating Large Language Models: Separating Linguistic Abilities with YARNRémi DE VERGNETTE, Maxime Amblardour summary
  66. SemiAdapt: Semi-Supervised and Efficient LoRA-Based Domain Adaptation for Low-Resource Irish Machine Translation with TransformersJosh Mcgiff, Nikola S. Nikolovour summary
  67. Sentence-Level Back-Transliteration of Romanized Indian Languages: Performance Analysis and Challenges ↗Saurabh Kumar, Dhruvkumar Babubhai Kakadiya, Sanasam Ranbir Singh et al.
  68. SentiMalti: A Maltese Sentiment Analysis Dataset and ModelsIan Caruana, Matthew Vella, Fabio Zammit et al.our summary
  69. Sentiment Analysis and Language Models for KwanyamaNdapa Nakasholeour summary
  70. Sentiment Analysis of German Sign Language Fairy TalesFabrizio Nunnari, Siddhant Jain, Patrick Gebhardour summary
  71. Setting the Stage for Disfluency: Implications of Contextual Task Framing Effects for the Design of Listening Tasks ↗Ambika Kirkland, Jens Edlund
  72. ShAnEL-2: A Multilingual Benchmarking Dataset for Short-Answer Language Learning Exercises ↗Jasper Degraeuwe, Thomas Moerman
  73. SiDiaC-v.2.0: Sinhala Diachronic Corpus Version 2.0 ↗Nevidu Jayatilleke, Nisansa de Silva, Uthpala Nimanthi Sooriya-Arachchi et al.
  74. Simple Additions, Substantial Gains: Expanding Scripts, Languages, and Lineage Coverage in URIEL+Mason Shipton, York Hay Ng, Aditya Khan et al.our summary
  75. Simulating Student Interactions for Virtual Pretesting with In-Context LearningArthur Thuy, Luca Benedetto, Ekaterina Loginova et al.our summary
  76. Singlish to English Translation with Precision: A Dataset and Language Detection-Driven Masked Modeling for Singlish to English Translation ↗Sujit Kumar, Gerome Kusuma Ang, Stephanie Hilary Xinyi Ma et al.
  77. SiniticMTError: A Machine Translation Dataset with Error Annotations for Sinitic LanguagesHannah Liu, Junghyun Min, Annie En-Shiun Lee et al.our summary
  78. SloPal: A 60-Million-Word Slovak Parliamentary Corpus with Aligned Speech and Fine-Tuned ASR Models ↗Erik Božík, Marek Suppa
  79. SlovKE: A Large-Scale Dataset and LLM Evaluation for Slovak Keyphrase ExtractionDávid Števaňák, Marek Suppaour summary
  80. Slovene Morphological and Word Formation Segmentation: A Novel Dataset and EvaluationMarko Pranjić, Boris Kern, Ines Voršič et al.our summary
  81. Small LLMs for Medical NLP: A Systematic Analysis of Few-Shot, Constraint Decoding, Fine-Tuning and Continual Pre-Training in Italian ↗Pietro Ferrazzi, Mattia Franzin, Alberto Lavelli et al.
  82. SocialStep: Fast Prediction of Social Determinants of Health ↗Paul Landes, Adam Richard Cross, Jimeng Sun
  83. SommBench: Assessing Sommelier Expertise of Language Models ↗William Brach, Tomas Bedej, Jacob Nielsen et al.
  84. SouDeC: Source Detection and Classification in CzechJiří Mírovský, Barbora Hladkaour summary
  85. Southern Kurdish Speech Recognition Resources and BenchmarkingMohammad Mohammadamini, Marie Tahonour summary
  86. Sovereign AI-based Public Services Are Viable and Affordable ↗António Branco, Luis M. S. Gomes, Rodrigo Santos et al.
  87. Speak in Context: Multilingual ASR with Speech–Context Alignment via Contrastive LearningYuchen Zhang, Haralambos Mouratidis, Ravi Shekharour summary
  88. Spotlights and Blindspots: Evaluating Machine-Generated Text DetectionKevin Stowe, Kailash Patilour summary
  89. Stands to Reason: Investigating the Effect of Reasoning on Idiomaticity DetectionDylan Phelps, Rodrigo Wilkens, Edward Gow-Smith et al.our summary
  90. StarDrinks: An English and Korean Test Set for SLU Evaluation in a Drink Ordering Scenario ↗Marcely Zanon Boito, Caroline Brun, Inyoung Kim et al.
  91. Steering LLMs toward Korean Local Speech: Iterative Refinement Framework for Faithful Dialect Translation ↗Keunhyeung Park, Seunguk Yu, Youngbin Kim
  92. StoryCCDial: Collecting and Analyzing Human-Human Co-Creation Dialogues for Personalized Creative Support ↗Natsumi Ezure, Michimasa Inaba
  93. Structured Legal Document Generation in India: A Model-Agnostic Wrapper Approach with VidhikDastaavejShubham Kumar Nigam, Deepak Patnaik Balaramamahanthi, Noel Shallum et al.our summary
  94. Structured Prompting for Arabic Essay Proficiency: A Trait-Centric Evaluation ApproachSalim Al Mandhari, Hieu Pham Dinh, Mo El-Haj et al.our summary
  95. Supervised Contrastive Fine-Tuning for Active Few-Shot LearningZirui Zhang, Lei Ge, Shengyu Qiaoour summary
  96. Supplementary Resources and Analysis for Automatic Speech Recognition Systems Trained on the Loquacious DatasetNick Rossenbach, Robin Schmitt, Tina Raissi et al.our summary
  97. Surfacing Subtle Stereotypes: A Multilingual, Debate-Oriented Evaluation of Modern LLMs ↗Muhammed Yahia Gaffar Saeed, Muhammad Abdul-Mageed, Shady Shehata
  98. Survey of Tools for Manual Linguistic Annotation: Supporting Diversity through Interactive ExplorationLudovica Pannitto, Kaja Dobrovoljc Zor, Bruno Guillaumeour summary
  99. SynBullying: A Multi-LLM Synthetic Conversational Dataset for Cyberbullying Detection ↗Arefeh Kazemi, Hamza Qadeer, Joachim Wagner et al.
  100. Syntactic Sugar for Syntactic Queries: Sequential Representations for Dependency Queries ↗Niklas Deworetzki, Arianna Masciolini

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