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Natural Language Inference

918 directly classified papers

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Papers

NILE : Natural Language Inference with Faithful Natural Language Explanations ACL 2020
Logical Inferences with Comparatives and Generalized Quantifiers ACL 2020
Evidence Inference 2.0: More Data, Better Models ACL 2020
Stance Prediction and Claim Verification: An Arabic Perspective ACL 2020
Semantics-Aware BERT for Language Understanding AAAI 2020
Enhancing Natural Language Inference Using New and Expanded Training Data Sets and New Learning Models AAAI 2020
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data EMNLP 2020
An Analysis of Capsule Networks for Part of Speech Tagging in High- and Low-resource Scenarios EMNLP 2020
Sentence Matching with Syntax- and Semantics-Aware BERT COLING 2020
Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base COLING 2020
A survey on Recognizing Textual Entailment as an NLP Evaluation EMNLP 2020
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language WACV 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference EMNLP 2020
Extending Implicit Discourse Relation Recognition to the PDTB-3 EMNLP 2020
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP 2020
ConjNLI: Natural Language Inference Over Conjunctive Sentences EMNLP 2020
Data and Representation for Turkish Natural Language Inference EMNLP 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance EMNLP 2020
Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation EMNLP 2020
The Explanation Game: Towards Prediction Explainability through Sparse Communication EMNLP 2020
Using State of the Art Speaker Recognition and Natural Language Processing Technologies to Detect Alzheimer’s Disease and Assess its Severity INTERSPEECH 2020
Enhancing Generalization in Natural Language Inference by Syntax EMNLP 2020
Thinking Like a Skeptic: Defeasible Inference in Natural Language EMNLP 2020