← Understanding
Natural Language Processing › Understanding ›

Semantic Analysis

2901 directly classified papers

Papers per year

Papers

Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language EACL 2026
Linguistic Cues for LLM-based Implicit Discourse Relation Classification EACL 2026
Is Information Density Uniform when Utterances are Grounded on Perception and Discourse? EACL 2026
Wugnectives: Novel Entity Inferences of Language Models from Discourse Connectives EACL 2026
RegNLI: Detecting Online Product Misbranding through Legal and Linguistic Alignment EACL 2026
MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer EACL 2026
Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026
NarraBench: A Comprehensive Framework for Narrative Benchmarking EACL 2026
Word Surprisal Correlates with Sentential Contradiction in LLMs EACL 2026
Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives? EACL 2026
IYKYK: Using language models to decode extremist cryptolects EACL 2026
Similar, but why? A Toolkit for Explaining Text Similarity EACL 2026
Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities EACL 2026
DebateQA: Evaluating Question Answering on Debatable Knowledge EACL 2026
The Pragmatic Mind of Machines: Tracing the Emergence of Pragmatic Competence in Large Language Models EACL 2026
If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models EACL 2026
Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages EACL 2026
Tug-of-war between idioms’ figurative and literal interpretations in LLMs EACL 2026
IDEAlign: Comparing Ideas of Large Language Models to Domain Experts EACL 2026
BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models EACL 2026
Where Do LLMs Compose Meaning? A Layerwise Analysis of Compositional Robustness EACL 2026
CASE – Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement EACL 2026
Teaching Small Language Models to Learn Logic through Meta-Learning EACL 2026
Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets EACL 2026
Thunder-NUBench: A Benchmark for LLMs’ Sentence-Level Negation Understanding EACL 2026