Natural Language Inference

R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference EMNLP 2022 Realistic Data Augmentation Framework for Enhancing Tabular Reasoning EMNLP 2022 Re-Examining FactBank: Predicting the Author’s Presentation of Factuality COLING 2022 Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem ACL 2022 Revisiting text decomposition methods for NLI-based factuality scoring of summaries EMNLP 2022 Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022 Ring That Bell: A Corpus and Method for Multimodal Metaphor Detection in Videos EMNLP 2022 RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022 Scene Graph Modification as Incremental Structure Expanding COLING 2022 SciFact-Open: Towards open-domain scientific claim verification EMNLP 2022 SciNLI: A Corpus for Natural Language Inference on Scientific Text ACL 2022 SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022 Semantically Informed Slang Interpretation NAACL 2022 Semantic Diversity in Dialogue with Natural Language Inference NAACL 2022 Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments COLING 2022 Semantic Sentence Matching via Interacting Syntax Graphs COLING 2022 SHAP-Based Explanation Methods: A Review for NLP Interpretability COLING 2022 Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022 SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation EMNLP 2022 Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters EMNLP 2022 Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation EMNLP 2022 Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing ACL 2022 Tailor: Generating and Perturbing Text with Semantic Controls ACL 2022 TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media COLING 2022 Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022