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Natural Language Inference

918 directly classified papers

Papers per year

Papers

To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022
An MRC Framework for Semantic Role Labeling COLING 2022
How about Time? Probing a Multilingual Language Model for Temporal Relations COLING 2022
On Curriculum Learning for Commonsense Reasoning NAACL 2022
Testing the Ability of Language Models to Interpret Figurative Language NAACL 2022
Label Definitions Improve Semantic Role Labeling NAACL 2022
A Holistic Framework for Analyzing the COVID-19 Vaccine Debate NAACL 2022
ASR-Robust Natural Language Understanding on ASR-GLUE dataset INTERSPEECH 2022
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric INTERSPEECH 2022
Building Vietnamese Conversational Smart Home Dataset and Natural Language Understanding Model INTERSPEECH 2022
Tailor: Generating and Perturbing Text with Semantic Controls ACL 2022
ASCM: An Answer Space Clustered Prompting Method without Answer Engineering ACL 2022
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning ACL 2022
IMPLI: Investigating NLI Models’ Performance on Figurative Language ACL 2022
HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes ACL 2022
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing ACL 2022
SciNLI: A Corpus for Natural Language Inference on Scientific Text ACL 2022
Modeling Syntactic-Semantic Dependency Correlations in Semantic Role Labeling Using Mixture Models ACL 2022
Developmental Negation Processing in Transformer Language Models ACL 2022
Logical Inference for Counting on Semi-structured Tables ACL 2022
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning ACL 2022
Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem ACL 2022
Predicting scalar diversity with context-driven uncertainty over alternatives ACL 2022
A survey on improving NLP models with human explanations ACL 2022