Semantic Analysis

Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026 An Idiom Benchmark for Turkish EACL 2026 ARQUSUMM: Argument-aware Quantitative Summarization of Online Conversations AAAI 2026 ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ACL 2026 BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models EACL 2026 Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models AAAI 2026 Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language EACL 2026 blue at SemEval-2026 Task 5: NarrBERT : Narrative-Aware BERT for Word Sense Disambiguation SemEval 2026 CASE – Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement EACL 2026 Cognitive Signatures of Multi-Word Expressions: Reading-Time and Surprisal EACL 2026 ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026 CuriosAI at SemEval-2026 Task 4: A Comprehensive Study of Zero-Shot versus Fine-Tuned Approaches for Narrative Similarity SemEval 2026 DebateQA: Evaluating Question Answering on Debatable Knowledge EACL 2026 Degree Zero of Translation: Using Interlinear Baselines to Quantify Translator Intervention EACL 2026 Do Large Language Models Adapt to Language Variation across Socioeconomic Status? EACL 2026 Do Large Language Models Understand Double Mismatches? Evidence from Farsi EACL 2026 Do LLMs Really Struggle at NL-FOL Translation? Revealing Their Strengths via a Novel Benchmarking Strategy AAAI 2026 Duluth at SemEval-2026 Task 4: A Hybrid Approach to Narrative Similarity using Bi-Encoder Embeddings with Cross-Encoder Tie breaking using Learned Weights SemEval 2026 Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages EACL 2026 EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026 Exploring Selective Avoidance for Online User Behavior Analysis: A Forest of Thought Explanation AAAI 2026 Extracting Multi-Word Expressions Representing Technical Terms and Proper Nouns in Log Messages EACL 2026 FL-MSCL: A Unified Figurative Language Detection Model Driven by Multi-Type Signals and Contrastive Learning ACL 2026 From Lemmas to Dependencies: What Signals Drive Light Verbs Classification? EACL 2026 harapalb at SemEval-2026 Task 4: Multi-Signal Neuro-Symbolic Ensembles for Narrative Similarity SemEval 2026