Natural Language Inference

Interpreting Language Models with Contrastive Explanations EMNLP 2022 Interventional Training for Out-Of-Distribution Natural Language Understanding EMNLP 2022 Investigating the Performance of Transformer-Based NLI Models on Presuppositional Inferences COLING 2022 Is “My Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases NAACL 2022 It Is Not Easy To Detect Paraphrases: Analysing Semantic Similarity With Antonyms and Negation Using the New SemAntoNeg Benchmark EMNLP 2022 JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022 JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022 Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE EMNLP 2022 KEViN: A Knowledge Enhanced Validity and Novelty Classifier for Arguments COLING 2022 Label Definitions Improve Semantic Role Labeling NAACL 2022 Language Models Are Poor Learners of Directional Inference EMNLP 2022 LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval EMNLP 2022 Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables EMNLP 2022 Less Is Better: Recovering Intended-Feature Subspace to Robustify NLU Models COLING 2022 Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding EMNLP 2022 Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022 LIME: Weakly-Supervised Text Classification without Seeds COLING 2022 Local Structure Matters Most in Most Languages AACL 2022 Logical Inference for Counting on Semi-structured Tables ACL 2022 Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models EMNLP 2022 LogiTorch: A PyTorch-based library for logical reasoning on natural language EMNLP 2022 Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference EMNLP 2022 LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking NAACL 2022 MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders EMNLP 2022 MECI: A Multilingual Dataset for Event Causality Identification COLING 2022