Semantic Analysis

UTD-HLTRI at SemEval 2026 Task 4: Reasoning like an Expert for Inferring Narrative Similarity SemEval 2026 VerbaNexAI at SemEval-2026 Task 4: Two-Stage Narrative Similarity via Fine-Tuned Bi-Encoder with MLP Ensemble SemEval 2026 "We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026 When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs’ Toxicity AAAI 2026 Where Do LLMs Compose Meaning? A Layerwise Analysis of Compositional Robustness EACL 2026 Which course? Discourse! Teaching Discourse and Generation in the Era of LLMs EACL 2026 Word Surprisal Correlates with Sentential Contradiction in LLMs EACL 2026 Wugnectives: Novel Entity Inferences of Language Models from Discourse Connectives EACL 2026 YNU-HPCC at SemEval-2026 Task 4: Narrative Similarity via Multi-Perspective E5-Mistral and Embedding Routing SemEval 2026 A Benchmark for Hindi Verb-Argument Structure Alternations EMNLP 2025 Accent Placement Models for Rigvedic Sanskrit Text AACL 2025 A Comparative Study of Static and Contextual Embeddings for Analyzing Semantic Changes in Medieval Latin Charters COLING 2025 A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers EMNLP 2025 A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models CoNLL 2025 A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ACL 2025 A Data-driven Investigation of Euphemistic Language: Comparing the usage of “slave” and “servant” in 19th century US newspapers NAACL 2025 Addressing Variability in Interlinear Glossed Texts with Linguistic Linked Data ACL 2025 ADIFF: Explaining audio difference using natural language ICLR 2025 Advancing Arabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models EMNLP 2025 A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models ACL 2025 A Logic-based Framework for Decoding Enthymemes in Argument Maps Involving Implicitness in Premises and Claims IJCAI 2025 AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy EMNLP 2025 Ambiguity and Disagreement in Abstract Meaning Representation COLING 2025 AmbiStory: A Challenging Dataset of Lexically Ambiguous Short Stories EMNLP 2025 Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025