Understanding

A Theorem-Proving-Based Evaluation of Neural Semantic Parsing EMNLP 2025 ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SemEval 2025 Attention with Dependency Parsing Augmentation for Fine-Grained Attribution ACL 2025 Autoformalizing Natural Language to First-Order Logic: A Case Study in Logical Fallacy Detection IJCNLP 2025 Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling EMNLP 2025 Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation COLING 2025 Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025 Automating Violence Detection and Categorization from Ancient Texts NAACL 2025 A Word-Splitting Approach to Kannada Sanskrit Sandhi Words Useful in Effective English Translation IJCNLP 2025 bAI-bAI: A Context-Aware Transliteration System for Baybayin Scripts COLING 2025 BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition COLING 2025 BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025 BAREC Demo: Resources and Tools for Sentence-level Arabic Readability Assessment EMNLP 2025 BBPOS: BERT-based Part-of-Speech Tagging for Uzbek COLING 2025 BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian ACL 2025 BEMEAE: Moving Beyond Exact Span Match for Event Argument Extraction NAACL 2025 Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025 BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025 Between Hetero-Fatalism and Dark Femininity: Discussions of Relationships, Sex, and Men in the Femosphere ACL 2025 Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization NAACL 2025 Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition COLING 2025 Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions IJCNLP 2025 Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation EMNLP 2025 Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation IJCNLP 2025 Beyond the Data: The Impact of Annotation Inconsistencies in UD Treebanks on Typological Universals and Complexity Assessment ACL 2025