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Natural Language Inference

918 directly classified papers

Papers per year

Papers

Towards Improving Selective Prediction Ability of NLP Systems ACL 2022
R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference EMNLP 2022
Natural Language Deduction with Incomplete Information EMNLP 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives EMNLP 2022
IndicXNLI: Evaluating Multilingual Inference for Indian Languages EMNLP 2022
Generating Natural Language Proofs with Verifier-Guided Search EMNLP 2022
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022
A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference EMNLP 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022
SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022
Language Models Are Poor Learners of Directional Inference EMNLP 2022
SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation EMNLP 2022
Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts EMNLP 2022
TINA: Textual Inference with Negation Augmentation EMNLP 2022
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning EMNLP 2022
Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022
SciFact-Open: Towards open-domain scientific claim verification EMNLP 2022
Natural Language Deduction through Search over Statement Compositions EMNLP 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval EMNLP 2022
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022
Entailment Relation Aware Paraphrase Generation AAAI 2022
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022
Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022