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Semantic Analysis

2901 directly classified papers

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Papers

Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures ACL 2023
PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question Answering EMNLP 2023
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing ACL 2023
Spoiler Detection as Semantic Text Matching EMNLP 2023
Modeling Empathic Similarity in Personal Narratives EMNLP 2023
Elaborative Simplification as Implicit Questions Under Discussion EMNLP 2023
Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks EMNLP 2023
Construction Artifacts in Metaphor Identification Datasets EMNLP 2023
Limits for learning with language models ACL 2023
Modeling Conceptual Attribute Likeness and Domain Inconsistency for Metaphor Detection EMNLP 2023
On Degrees of Freedom in Defining and Testing Natural Language Understanding ACL 2023
Improving Language Models’ Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary EMNLP 2023
Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding ACL 2023
Event Semantic Knowledge in Procedural Text Understanding ACL 2023
This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models EMNLP 2023
Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples ACL 2023
Syntax and Semantics Meet in the “Middle”: Probing the Syntax-Semantics Interface of LMs Through Agentivity ACL 2023
Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise? ACL 2023
MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations ACL 2023
Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers ACL 2023
Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal ACL 2023
Prompting is not a substitute for probability measurements in large language models EMNLP 2023
CRAPES:Cross-modal Annotation Projection for Visual Semantic Role Labeling ACL 2023
A Dataset for Physical and Abstract Plausibility and Sources of Human Disagreement ACL 2023
A fine-grained comparison of pragmatic language understanding in humans and language models ACL 2023