Understanding

Exploring the Application of 7B LLMs for Named Entity Recognition in Chinese Ancient Texts NAACL 2025 Exploring the Effect of Nominal Compound Structure in Scientific Texts on Reading Times of Experts and Novices ACL 2025 Exploring the Performance of Large Language Models on Subjective Span Identification Tasks IJCNLP 2025 Extracting Linguistic Information from Large Language Models: Syntactic Relations and Derivational Knowledge EMNLP 2025 Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025 Extracting structure from an LLM - how to improve on surprisal-based models of Human Language Processing COLING 2025 Extrapolating to Unknown Opinions Using LLMs COLING 2025 FaBERT: Pre-training BERT on Persian Blogs NAACL 2025 FactEHR: A Dataset for Evaluating Factuality in Clinical Notes Using LLMs MLHC 2025 Fact from Fiction: Finding Serialized Novels in Newspapers ACL 2025 FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025 Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025 Family helps one another: Dravidian NLP suite for Natural Language Understanding IJCNLP 2025 Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025 FarSense: A Comprehensive Commonsense Benchmark and Evaluation Framework for the Farsi Language IJCNLP 2025 FEAT-writing: An Interactive Training System for Argumentative Writing COLING 2025 Federated Incremental Named Entity Recognition COLING 2025 Few-Shot Coreference Resolution with Semantic Difficulty Metrics and In-Context Learning EMNLP 2025 Few-Shot Multilingual Coreference Resolution Using Long-Context Large Language Models EMNLP 2025 Few-Shot Natural Language to First-Order Logic Translation via Code Generation NAACL 2025 FicSim: A Dataset for Multi-Faceted Semantic Similarity in Long-Form Fiction EMNLP 2025 FII the Best at SemEval 2025 Task 2: Steering State-of-the-art Machine Translation Models with Strategically Engineered Pipelines for Enhanced Entity Translation SemEval 2025 Financial Named Entity Recognition: How Far Can LLM Go? COLING 2025 Findings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches? EMNLP 2025 Findings of the VarDial Evaluation Campaign 2025: The NorSID Shared Task on Norwegian Slot, Intent and Dialect Identification COLING 2025