semantic analysis

785 papers

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Also known as

SNACS

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large language model (12755) text classification (6776) natural language inference (1278) language model (4573) word embedding (1764) natural language processing (2027) natural language understanding (845) representation learning (6174) word sense disambiguation (320) lexical semantics (325)

Papers

Disentangling Adversarial Prompts: A Semantic-Graph Defense for Robust LLM Security AAAI 2026

Which course? Discourse! Teaching Discourse and Generation in the Era of LLMs EACL 2026

CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models EACL 2026

Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents EACL 2026

FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation AAAI 2026

Multigranular Evaluation for Brain Visual Decoding AAAI 2026

RegNLI: Detecting Online Product Misbranding through Legal and Linguistic Alignment EACL 2026

Detecting Winning Arguments with Large Language Models and Persuasion Strategies EACL 2026

Degree Zero of Translation: Using Interlinear Baselines to Quantify Translator Intervention EACL 2026

Says Who? Argument Convincingness and Reader Stance Are Correlated with Perceived Author Personality EACL 2026

Chinese Two-part Allegorical Sayings Reading Comprehension: Exploration from Reasoning to Metaphor AAAI 2026

Is Word Sense Disambiguation Dead in the LLM Era? AAAI 2026

Do LLMs Really Struggle at NL-FOL Translation? Revealing Their Strengths via a Novel Benchmarking Strategy AAAI 2026

EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026

CALE : Concept-Aligned Embeddings for Both Within-Lemma and Inter-Lemma Sense Differentiation 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

SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation EACL 2026

Linguistic Cues for LLM-based Implicit Discourse Relation Classification EACL 2026

Thunder-NUBench: A Benchmark for LLMs’ Sentence-Level Negation Understanding EACL 2026

An Idiom Benchmark for Turkish EACL 2026

Neuro-Symbolic Natural Language Processing EMNLP 2025

TeCoFeS: Text Column Featurization using Semantic Analysis NAACL 2025

Argumentative Analysis of Legal Rulings: A Structured Framework Using Bobbitt’s Typology ACL 2025

Potentially Problematic Word Usages and How to Detect Them: A Survey EMNLP 2025