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Semantic Analysis

2901 directly classified papers

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Papers

Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025
Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025
Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025
SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025
Studying Rhetorically Ambiguous Questions EMNLP 2025
Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025
Neuro-Symbolic Natural Language Processing EMNLP 2025
On Reference (In-)Determinacy in Natural Language Inference NAACL 2025
Coherence of Argumentative Dialogue Snippets: A New Method for Large Scale Evaluation with an Application to Inference Anchoring Theory EMNLP 2025
Whose Palestine Is It? A Topic Modelling Approach to National Framing in Academic Research EMNLP 2025
Potentially Problematic Word Usages and How to Detect Them: A Survey EMNLP 2025
DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SEMEVAL 2025
Are You Trying to Convince Me or Are You Trying to Deceive Me? Using Argumentation Types to Identify Deceptive News ACL 2025
LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025
SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025
Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025
UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025
Between Hetero-Fatalism and Dark Femininity: Discussions of Relationships, Sex, and Men in the Femosphere ACL 2025
Consensus or Conflict? Fine-Grained Evaluation of Conflicting Answers in Question-Answering EMNLP 2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025
Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025
Assessing the Sensitivity and Alignment of FOL Closeness Metrics EMNLP 2025
Polysemy Interpretation and Transformer Language Models: A Case of Korean Adverbial Postposition -(u)lo COLING 2025
A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers EMNLP 2025
Where do LLMs Encode the Knowledge to Assess the Ambiguity? COLING 2025