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Semantic Analysis

2901 directly classified papers

Papers per year

Papers

Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing NAACL 2025
Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025
SANDWiCH: Semantical Analysis of Neighbours for Disambiguating Words in Context ad Hoc NAACL 2025
Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation COLING 2025
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025
ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025
BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian ACL 2025
Cleanse: Uncertainty Estimation Approach Using Clustering-based Semantic Consistency in LLMs ACL 2025
How Ambiguous Are the Rationales for Natural Language Reasoning? A Simple Approach to Handling Rationale Uncertainty COLING 2025
Nunchi-Bench: Benchmarking Language Models on Cultural Reasoning with a Focus on Korean Superstition ACL 2025
Low-Resource Grammatical Error Correction: Selective Data Augmentation with Round-Trip Machine Translation ACL 2025
Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification COLING 2025
UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection ACL 2025
Between Hetero-Fatalism and Dark Femininity: Discussions of Relationships, Sex, and Men in the Femosphere ACL 2025
Metaphor Understanding Challenge Dataset for LLMs ACL 2024
Linguistically Conditioned Semantic Textual Similarity ACL 2024
CoUDA: Coherence Evaluation via Unified Data Augmentation NAACL 2024
Metacognitive Prompting Improves Understanding in Large Language Models NAACL 2024
Can ChatGPT’s Performance be Improved on Verb Metaphor Detection Tasks? Bootstrapping and Combining Tacit Knowledge ACL 2024
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NIPS 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024
An Examination of the Compositionality of Large Generative Vision-Language Models NAACL 2024
Metaphor Detection with Context Enhancement and Curriculum Learning NAACL 2024
NLP_Team1@SSN at SemEval-2024 Task 1: Impact of language models in Sentence-BERT for Semantic Textual Relatedness in Low-resource Languages SEMEVAL 2024
An Information-Theoretic Approach to Analyze NLP Classification Tasks ACL 2024