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Natural Language Inference

680 directly classified papers

Papers per year

Papers

Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models AAAI 2020
Probing Natural Language Inference Models through Semantic Fragments AAAI 2020
Unsupervised Interlingual Semantic Representations from Sentence Embeddings for Zero-Shot Cross-Lingual Transfer AAAI 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference CONLL 2020
Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations ACL 2020
Predicting Reference: What do Language Models Learn about Discourse Models? EMNLP 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning EMNLP 2020
An Analysis of Natural Language Inference Benchmarks through the Lens of Negation EMNLP 2020
A survey on Recognizing Textual Entailment as an NLP Evaluation EMNLP 2020
What Can We Learn from Collective Human Opinions on Natural Language Inference Data? EMNLP 2020
SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment SEMEVAL 2020
MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics EMNLP 2020
Probing Linguistic Systematicity ACL 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP 2020
Mining Knowledge for Natural Language Inference from Wikipedia Categories 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
Social Commonsense Reasoning with Multi-Head Knowledge Attention EMNLP 2020
Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA EMNLP 2020
Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference EMNLP 2020
New Protocols and Negative Results for Textual Entailment Data Collection EMNLP 2020
Re-evaluating Evaluation in Text Summarization EMNLP 2020
Evaluating Factuality in Generation with Dependency-level Entailment EMNLP 2020
Temporal Reasoning in Natural Language Inference EMNLP 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks AAAI 2020