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

GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions EMNLP 2023

CEFR-based Contextual Lexical Complexity Classifier in English and French ACL 2023

Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023

Modeling Conceptual Attribute Likeness and Domain Inconsistency for Metaphor Detection EMNLP 2023

Comparing Styles across Languages EMNLP 2023

Systematic word meta-sense extension EMNLP 2023

MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023

Toward Consistent and Informative Event-Event Temporal Relation Extraction ACL 2023

Hierarchical Enhancement Framework for Aspect-based Argument Mining EMNLP 2023

IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning ACL 2023

Probing for Hyperbole in Pre-Trained Language Models ACL 2023

Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences EMNLP 2023

Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms EMNLP 2023

SemEval-2023 Task 6: LegalEval - Understanding Legal Texts SEMEVAL 2023

Verifying Annotation Agreement without Multiple Experts: A Case Study with Gujarati SNACS ACL 2023

Conceptual structure coheres in human cognition but not in large language models EMNLP 2023

TeamShakespeare at SemEval-2023 Task 6: Understand Legal Documents with Contextualized Large Language Models SEMEVAL 2023

Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts ACL 2023

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models EMNLP 2023

Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise? ACL 2023

A Dataset for Physical and Abstract Plausibility and Sources of Human Disagreement ACL 2023

Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning EMNLP 2023

From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation ACL 2023

Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications ACL 2023

Artificial Intelligence at the Service of Society to Analyse Human Arguments AAAI 2023