semantic analysis

785 papers

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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

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

GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. ACL 2025

Using Large Language Models to Perform MIPVU-Inspired Automatic Metaphor Detection ACL 2025

Polarity inversion operators in PLM ACL 2025

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

MARiA at SemEval 2024 Task-6: Hallucination Detection Through LLMs, MNLI, and Cosine similarity SEMEVAL 2024

A Survey of AMR Applications EMNLP 2024

Upaya at ArabicNLU Shared-Task: Arabic Lexical Disambiguation using Large Language Models ACL 2024

CoELM: Construction-Enhanced Language Modeling ACL 2024

Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency ACL 2024

Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics ACL 2024

ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish ACL 2024

Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing? ACL 2024

Self-Supervised Speech Representations are More Phonetic than Semantic INTERSPEECH 2024

Pragmatic inference of scalar implicature by LLMs ACL 2024

Predicting Text Preference Via Structured Comparative Reasoning ACL 2024

LIEDER: Linguistically-Informed Evaluation for Discourse Entity Recognition ACL 2024

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024

SemEval-2024 Task 5: Argument Reasoning in Civil Procedure SEMEVAL 2024

Unveiling Semantic Information in Sentence Embeddings COLING 2024

Gender Bias in Turkish Word Embeddings: A Comprehensive Study of Syntax, Semantics and Morphology Across Domains ACL 2024

Can ChatGPT’s Performance be Improved on Verb Metaphor Detection Tasks? Bootstrapping and Combining Tacit Knowledge ACL 2024

ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction ACL 2024

DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models SEMEVAL 2024

Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024