Semantic Analysis

HistLens: Mapping Idea Change across Concepts and Corpora ACL 2026 IDEAlign: Comparing Ideas of Large Language Models to Domain Experts EACL 2026 If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models EACL 2026 Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs AAAI 2026 IntelliProof: An Argumentation Network-based Conversational Helper for Organized Reflection AAAI 2026 “I See What You Did There”: Can Large Vision-Language Models Understand Multimodal Puns? ACL 2026 Is Information Density Uniform when Utterances are Grounded on Perception and Discourse? EACL 2026 ITUNLP at MWE-2026 AdMIRe 2: A Zero-Shot LLM Pipeline for Multimodal Idiom Understanding and Ranking EACL 2026 IYKYK: Using language models to decode extremist cryptolects EACL 2026 Large Language Models Put to the Test on Chinese Noun Compounds: Experiments on Natural Language Inference and Compound Semantics EACL 2026 Linguistic Cues for LLM-based Implicit Discourse Relation Classification EACL 2026 Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives? EACL 2026 MetaGPT: A Large Vision-Language Model for Meme Metaphor Understanding AAAI 2026 MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer EACL 2026 MWE-2026 Shared Task: AdMIRe 2 Advancing Multimodal Idiomaticity Representation EACL 2026 NarraBench: A Comprehensive Framework for Narrative Benchmarking EACL 2026 Narrative in Short German Prose: A Multi-Phenomenon Dataset for Computational Literary Analysis EACL 2026 Normalizing Health Concepts with Biomedical Embedding and LLMs EACL 2026 Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities EACL 2026 PRAGWORLD: A Benchmark Evaluating LLMs’ Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics AAAI 2026 Probing Semantic Alignment, Lexical Invariance, and Syntactic Influence in LLM Metaphor Processing ACL 2026 Reading As Humans: Unified Negation Detection via Cascade Linear Attention Network with Model-Agnostic Meta-Learning UAI 2026 Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding EACL 2026 Reframing Responsibility: Framing-Aware Event Causality Identification ACL 2026 RegNLI: Detecting Online Product Misbranding through Legal and Linguistic Alignment EACL 2026