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Natural Language Inference

680 directly classified papers

Papers per year

Papers

ConjNLI: Natural Language Inference Over Conjunctive Sentences EMNLP 2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding EMNLP 2020
Commonsense Statements Identification and Explanation with Transformer-based Encoders EMNLP 2020
UAICS at SemEval-2020 Task 4: Using a Bidirectional Transformer for Task a SEMEVAL 2020
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance EMNLP 2020
Understanding Unnatural Questions Improves Reasoning over Text COLING 2020
OCNLI: Original Chinese Natural Language Inference EMNLP 2020
Detecting Entailment in Code-Mixed Hindi-English Conversations EMNLP 2020
Learning Directional Sentence-Pair Embedding for Natural Language Reasoning (Student Abstract) AAAI 2020
Zero-Shot Translation Quality Estimation with Explicit Cross-Lingual Patterns EMNLP 2020
Enhancing Generalization in Natural Language Inference by Syntax EMNLP 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark COLING 2020
Reading Comprehension as Natural Language Inference:A Semantic Analysis COLING 2020
Natural Language Inference with Mixed Effects COLING 2020
Medical Knowledge-enriched Textual Entailment Framework COLING 2020
A guide to the dataset explosion in QA, NLI, and commonsense reasoning COLING 2020
XplaiNLI: Explainable Natural Language Inference through Visual Analytics COLING 2020
Combining Event Semantics and Degree Semantics for Natural Language Inference COLING 2020
Learning as Abduction: Trainable Natural Logic Theorem Prover for Natural Language Inference COLING 2020
UI at SemEval-2020 Task 4: Commonsense Validation and Explanation by Exploiting Contradiction COLING 2020
Logical Inferences with Comparatives and Generalized Quantifiers ACL 2020
Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference ACL 2020
Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes ACL 2020
Uncertain Natural Language Inference ACL 2020
A Method for Building a Commonsense Inference Dataset based on Basic Events EMNLP 2020