Natural Language Processing

Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025 Findings of the TSAR 2025 Shared Task on Readability-Controlled Text Simplification EMNLP 2025 Findings of the VarDial Evaluation Campaign 2025: The NorSID Shared Task on Norwegian Slot, Intent and Dialect Identification COLING 2025 Findings of the WAT 2025 Shared Task on Japanese-English Article-level News Translation AACL 2025 Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025 Findings of the WMT 2025 Shared Task of the Open Language Data Initiative EMNLP 2025 Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation EMNLP 2025 Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test Sets EMNLP 2025 Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation EMNLP 2025 Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help EMNLP 2025 Findings of WAT2025 English-to-Indic Multimodal Translation Task AACL 2025 Findings of WMT 2025 Shared Task on Low-resource Indic Languages Translation EMNLP 2025 Finding the Paper Behind the Data: Automatic Identification of Research Articles related to Data Publications AACL 2025 Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models NAACL 2025 FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity CVPR 2025 FiNE: Filtering and Improving Noisy Data Elaborately with Large Language Models NAACL 2025 Fine-grained Adaptive Visual Prompt for Generative Medical Visual Question Answering AAAI 2025 Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation NAACL 2025 Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025 Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025 Fine-Grained Constraint Generation-Verification for Improved Instruction-Following ACL 2025 Fine-Grained Evaluation of English-Russian MT in 2025: Linguistic Challenges Mirroring Human Translator Training EMNLP 2025 Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving ICCV 2025 Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ACL 2025 Fine-Grained Spatial and Verbal Losses for 3D Visual Grounding WACV 2025