Natural Language Inference

MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022 MiQA: A Benchmark for Inference on Metaphorical Questions AACL 2022 Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022 Modeling Syntactic-Semantic Dependency Correlations in Semantic Role Labeling Using Mixture Models ACL 2022 MPII: Multi-Level Mutual Promotion for Inference and Interpretation ACL 2022 Natural Language Deduction through Search over Statement Compositions EMNLP 2022 Natural Language Deduction with Incomplete Information EMNLP 2022 Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims NAACL 2022 Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification EMNLP 2022 NLP4ITF @ Causal News Corpus 2022: Leveraging Linguistic Information for Event Causality Classification EMNLP 2022 Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation AACL 2022 “No, They Did Not”: Dialogue Response Dynamics in Pre-trained Language Models COLING 2022 Numerical Correlation in Text EMNLP 2022 NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022 On Curriculum Learning for Commonsense Reasoning NAACL 2022 On Measuring Social Biases in Prompt-Based Multi-Task Learning NAACL 2022 Overconfidence in the Face of Ambiguity with Adversarial Data NAACL 2022 PaCo: Preconditions Attributed to Commonsense Knowledge EMNLP 2022 Paragraph-based Transformer Pre-training for Multi-Sentence Inference NAACL 2022 Partial-input baselines show that NLI models can ignore context, but they don’t. NAACL 2022 Persian Natural Language Inference: A Meta-learning Approach COLING 2022 Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios COLING 2022 Predicting scalar diversity with context-driven uncertainty over alternatives ACL 2022 Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022 QSTS: A Question-Sensitive Text Similarity Measure for Question Generation COLING 2022