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Semantic Analysis

2901 directly classified papers

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Papers

Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives NAACL 2024
An Expectation-Realization Model for Metaphor Detection NAACL 2024
Discourse-Aware In-Context Learning for Temporal Expression Normalization NAACL 2024
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs EMNLP 2024
Beta-LR: Interpretable Logical Reasoning based on Beta Distribution NAACL 2024
TECHSSN at SemEval-2024 Task 1: Multilingual Analysis for Semantic Textual Relatedness using Boosted Transformer Models NAACL 2024
Metaphor Understanding Challenge Dataset for LLMs ACL 2024
Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024
Probing the Category of Verbal Aspect in Transformer Language Models NAACL 2024
Are Large Language Model Temporally Grounded? NAACL 2024
ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models NAACL 2024
Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering NAACL 2024
No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language Models NAACL 2024
NutFrame: Frame-based Conceptual Structure Induction with LLMs COLING 2024
Revisiting subword tokenization: A case study on affixal negation in large language models NAACL 2024
A Theory Guided Scaffolding Instruction Framework for LLM-Enabled Metaphor Reasoning NAACL 2024
Normalizing without Modernizing: Keeping Historical Wordforms of Middle French while Reducing Spelling Variants NAACL 2024
Metaphor Detection with Context Enhancement and Curriculum Learning NAACL 2024
Metacognitive Prompting Improves Understanding in Large Language Models NAACL 2024
Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning NAACL 2024
An Examination of the Compositionality of Large Generative Vision-Language Models NAACL 2024
CoUDA: Coherence Evaluation via Unified Data Augmentation NAACL 2024
Event Causality Is Key to Computational Story Understanding NAACL 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
Reassessing Semantic Knowledge Encoded in Large Language Models through the Word-in-Context Task COLING 2024