Semantics

0704mis at SemEval-2026 Task 11: Single-Call Joint Abstraction for Robust Neuro-Symbolic Retrieval SemEval 2026 Accurate and Efficient Statistical Testing for Word Semantic Breadth ACL 2026 CascadeMind at SemEval-2026 Task 4: A Hybrid Neuro-Symbolic Cascade for Narrative Similarity SemEval 2026 COGNAC at SemEval-2026 Task 4: Evaluating Narrative Components with LLMs for Hard Story Similarity Cases SemEval 2026 COGNAC at SemEval-2026 Task 5: LLM Ensembles for Human-Level Word Sense Plausibility Rating in Challenging Narratives SemEval 2026 Comhis at SemEval-2026 Task 4: Embedding-Space Adaptation and LLM-Assisted Inference for Narrative Similarity SemEval 2026 ConTexT at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 Continuous Interpretive Steering for Scalar Diversity ACL 2026 CUETLuminaries at SemEval-2026 Task 11 Disentangling Logical Validity from Semantic Plausibility through Canonical Abstraction SemEval 2026 Differences in Typological Alignment in Language Models’ Treatment of Differential Argument Marking CoNLL 2026 DRInQ: Evaluating Conversational Implicature with Controlled Context Variation ACL 2026 Ellat at SemEval-2026 Task 11: Comparing Encoder and Decoder Models for Syllogistic Reasoning SemEval 2026 Enhancing Lexical Relation Mining with Structured Sememe Knowledge ACL 2026 Examining Large Language Models’ form-meaning mappings of information structure constructions in Mandarin Chinese CoNLL 2026 Expect the Unexpected? Testing the Surprisal of Salient Entities ACL 2026 Exploring Concreteness Through a Figurative Lens ACL 2026 FactUEP at SemEval-2026 Task 4: Structured Narrative Similarity Scoring with Aspect Decomposition and Weak-Signal Gating SemEval 2026 False Friends or Cognates? A Cross-lingual Semantic Ambiguity Evaluation for Galician, Portuguese and Spanish ACL 2026 Frame-Semantic Knowledge Injection for Event-Level Inference in LLMs ACL 2026 Identifying the Periodicity of Information in Natural Language ACL 2026 IIITH Boys at SemEval-2026 Task 4: StoryNet - Understanding Narrative Story Similarity through Symbolic Representations SemEval 2026 Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions CoNLL 2026 LIAAD INESCTEC at SemEval-2026 Task 4: Unsupervised Narrative Similarity via Discourse Representation Structures and Sentence Embeddings SemEval 2026 LLM-based Literal Example Generation for Japanese Multiword Expressions ACL 2026 Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ACL 2026