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Semantic Analysis

2901 directly classified papers

Papers per year

Papers

M-sense: Modeling Narrative Structure in Short Personal Narratives Using Protagonist’s Mental Representations AAAI 2023
Numeric Magnitude Comparison Effects in Large Language Models ACL 2023
Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning AAAI 2023
RETRACTED: McOmet: Multimodal Fusion Transformer for Physical Audiovisual Commonsense Reasoning AAAI 2023
Can Language Models Be Tricked by Language Illusions? Easier with Syntax, Harder with Semantics CONLL 2023
Quantum-Inspired Representation for Long-Tail Senses of Word Sense Disambiguation AAAI 2023
Visually-Enhanced Phrase Understanding ACL 2023
WIERT: Web Information Extraction via Render Tree AAAI 2023
SEAG: Structure-Aware Event Causality Generation ACL 2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training AAAI 2023
Graph Component Contrastive Learning for Concept Relatedness Estimation AAAI 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL AAAI 2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport ACL 2023
Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation ACL 2023
ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models ACL 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models EMNLP 2023
Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets EMNLP 2023
From chocolate bunny to chocolate crocodile: Do Language Models Understand Noun Compounds? ACL 2023
IRFL: Image Recognition of Figurative Language 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
StFX NLP at SemEval-2023 Task 1: Multimodal Encoding-based Methods for Visual Word Sense Disambiguation SEMEVAL 2023
Guiding AMR Parsing with Reverse Graph Linearization EMNLP 2023
Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT EMNLP 2023
TeamUnibo at SemEval-2023 Task 6: A transformer based approach to Rhetorical Roles prediction and NER in Legal Texts SEMEVAL 2023
Semantic Frame Induction with Deep Metric Learning EACL 2023