Natural Language Inference

Language Models for Lexical Inference in Context EACL 2021 Learning Event Graph Knowledge for Abductive Reasoning ACL 2021 Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021 Leveraging Language to Learn Program Abstractions and Search Heuristics ICML 2021 Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP 2021 LIREx: Augmenting Language Inference with Relevant Explanations AAAI 2021 Locality Preserving Loss: Neighbors that Live together, Align together EACL 2021 Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization NAACL 2021 MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers NeurIPS 2021 MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021 Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021 Multivalent Entailment Graphs for Question Answering EMNLP 2021 Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021 Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts AAAI 2021 Neural Bi-Lexicalized PCFG Induction ACL 2021 NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning ACL 2021 Neural Natural Logic Inference for Interpretable Question Answering EMNLP 2021 Neural Unification for Logic Reasoning over Natural Language EMNLP 2021 On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021 Overcoming Poor Word Embeddings with Word Definitions ACL 2021 Probing Language Models for Understanding of Temporal Expressions EMNLP 2021 Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance? EACL 2021 Q2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering EMNLP 2021 QuestEval: Summarization Asks for Fact-based Evaluation EMNLP 2021 Referenceless Parsing-Based Evaluation of AMR-to-English Generation EMNLP 2021