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Semantic Analysis

2901 directly classified papers

Papers per year

Papers

Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests EMNLP 2023
IRFL: Image Recognition of Figurative Language EMNLP 2023
LEAF: Linguistically Enhanced Event Temporal Relation Framework EMNLP 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models EMNLP 2023
From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation ACL 2023
GQG: Generalized Quantifier Generalization - A Dataset for Evaluating Quantifier Semantics Understanding in Language Models EMNLP 2023
PROPRES: Investigating the Projectivity of Presupposition with Various Triggers and Environments EMNLP 2023
How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method EACL 2023
G3R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation ACL 2023
Can Language Models Be Tricked by Language Illusions? Easier with Syntax, Harder with Semantics EMNLP 2023
Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models EMNLP 2023
Entity Tracking in Language Models ACL 2023
Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling EMNLP 2023
The Self-Contained Negation Test Set EMNLP 2023
Using Masked Language Model Probabilities of Connectives for Stance Detection in English Discourse EMNLP 2023
Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023
ArAIEval Shared Task: Persuasion Techniques and Disinformation Detection in Arabic Text EMNLP 2023
Rosetta Stone at KSAA-RD Shared Task: A Hop From Language Modeling To Word–Definition Alignment EMNLP 2023
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023
Factual Relation Discrimination for Factuality-oriented Abstractive Summarization EMNLP 2023
Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media EMNLP 2022
Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions? EMNLP 2022
SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation EMNLP 2022