Semantic Analysis

Low-Resource Grammatical Error Correction: Selective Data Augmentation with Round-Trip Machine Translation ACL 2025 MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025 Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts IJCNLP 2025 ME2-BERT: Are Events and Emotions what you need for Moral Foundation Prediction? COLING 2025 Meaning Beyond Truth Conditions: Evaluating Discourse Level Understanding via Anaphora Accessibility ACL 2025 Measuring Bias and Agreement in Large Language Model Presupposition Judgments ACL 2025 Measuring Contextual Informativeness in Child-Directed Text COLING 2025 Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025 Messages from the Quran and the Bible in Mandarin through Factor Analysis with Syntactic and Semantic Tags COLING 2025 Metaphor and Large Language Models: When Surface Features Matter More than Deep Understanding ACL 2025 Mining Complex Patterns of Argumentative Reasoning in Natural Language Dialogue ACL 2025 Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025 “Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue EMNLP 2025 Montague semantics and modifier consistency measurement in neural language models COLING 2025 Multilingual Supervision Improves Semantic Disambiguation of Adpositions COLING 2025 Multi-token Mask-filling and Implicit Discourse Relations EMNLP 2025 Multi-word Measures: Modeling Semantic Change in Compound Nouns ACL 2025 MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025 NarrativeNexus at SemEval-2025 Task 10: Entity Framing and Narrative Extraction using BART SemEval 2025 Natural Language Reasoning in Large Language Models: Analysis and Evaluation ACL 2025 Natural Language Understanding of Devanagari Script Languages: Language Identification, Hate Speech and its Target Detection COLING 2025 NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction COLING 2025 NegVQA: Can Vision Language Models Understand Negation? ACL 2025 Neural Topic Modeling with Large Language Models in the Loop ACL 2025 Neuro-Symbolic Natural Language Processing EMNLP 2025