Natural Language Inference

Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021 Abductive Commonsense Reasoning ICLR 2020 Adversarial NLI: A New Benchmark for Natural Language Understanding ACL 2020 A guide to the dataset explosion in QA, NLI, and commonsense reasoning COLING 2020 A Method for Building a Commonsense Inference Dataset based on Basic Events EMNLP 2020 An Analysis of Capsule Networks for Part of Speech Tagging in High- and Low-resource Scenarios EMNLP 2020 An Analysis of Natural Language Inference Benchmarks through the Lens of Negation EMNLP 2020 An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference CoNLL 2020 Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition ACL 2020 A Report on the VarDial Evaluation Campaign 2020 COLING 2020 Asking and Answering Questions to Evaluate the Factual Consistency of Summaries ACL 2020 Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options AACL 2020 Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent EMNLP 2020 A survey on Recognizing Textual Entailment as an NLP Evaluation 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 Calibration of Pre-trained Transformers EMNLP 2020 CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language WACV 2020 Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data ACL 2020 CLUE: A Chinese Language Understanding Evaluation Benchmark COLING 2020 Combining Event Semantics and Degree Semantics for Natural Language Inference COLING 2020 Commonsense Statements Identification and Explanation with Transformer-based Encoders EMNLP 2020 Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA EMNLP 2020 Conditional Causal Relationships between Emotions and Causes in Texts EMNLP 2020 ConjNLI: Natural Language Inference Over Conjunctive Sentences EMNLP 2020