Understanding

Learning to Substitute Words with Model-based Score Ranking NAACL 2025 Learning Trajectories of Figurative Language for Pre-Trained Language Models EMNLP 2025 LegalCore: A Dataset for Event Coreference Resolution in Legal Documents ACL 2025 Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025 Lemmatisation & Morphological Analysis of Unedited Greek: Do Simple Tasks Need Complex Solutions? ACL 2025 Lemmatization as a Classification Task: Results from Arabic across Multiple Genres EMNLP 2025 Lemmatization of Cuneiform Languages Using the ByT5 Model NAACL 2025 Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025 Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025 Lexical Semantic Change Annotation with Large Language Models NAACL 2025 LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025 LiDARR: Linking Document AMRs with Referents Resolvers ACL 2025 ‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements NAACL 2025 Linear Decoding of Morphology Relations in Language Models (Student Abstract) AAAI 2025 LingGym: How Far Are LLMs from Thinking Like Field Linguists? EMNLP 2025 Linguistically Grounded Analysis of Language Models using Shapley Head Values NAACL 2025 Linguistic Analysis of Veteran Job Interviews to Assess Effectiveness in Translating Military Expertise to the Civilian Workforce NAACL 2025 LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025 LIST: Linearly Incremental SQL Translator for Single-Hop Reasoning, Generation and Verification ACL 2025 LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025 LLM Dependency Parsing with In-Context Rules ACL 2025 LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation COLING 2025 LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study ACL 2025 LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025