Natural Language Inference

Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling ACL 2020 Constrained Fact Verification for FEVER EMNLP 2020 Contextual Modulation for Relation-Level Metaphor Identification EMNLP 2020 Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data EMNLP 2020 Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations EMNLP 2020 CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation AAAI 2020 Curriculum Learning for Natural Language Understanding ACL 2020 Data and Representation for Turkish Natural Language Inference EMNLP 2020 Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization COLING 2020 Defining and Learning Refined Temporal Relations in the Clinical Narrative EMNLP 2020 Detecting Entailment in Code-Mixed Hindi-English Conversations EMNLP 2020 Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020 Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference EMNLP 2020 Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution EMNLP 2020 End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020 Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base COLING 2020 Enhancing Generalization in Natural Language Inference by Syntax EMNLP 2020 Enhancing Natural Language Inference Using New and Expanded Training Data Sets and New Learning Models AAAI 2020 Evaluating Factuality in Generation with Dependency-level Entailment EMNLP 2020 Evaluating the Factual Consistency of Abstractive Text Summarization EMNLP 2020 Evidence Inference 2.0: More Data, Better Models ACL 2020 Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions ACL 2020 Explanation Regeneration via Multi-Hop ILP Inference over Knowledge Base COLING 2020 Extending Implicit Discourse Relation Recognition to the PDTB-3 EMNLP 2020 Fact or Fiction: Verifying Scientific Claims EMNLP 2020