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Natural Language Inference

680 directly classified papers

Papers per year

Papers

Disentangling Indirect Answers to Yes-No Questions in Real Conversations NAACL 2022
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation AACL 2022
Local Structure Matters Most in Most Languages AACL 2022
Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding ACL 2022
Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference ACL 2022
Collateral facilitation in humans and language models EMNLP 2022
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022
Natural Language Deduction through Search over Statement Compositions EMNLP 2022
Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022
TINA: Textual Inference with Negation Augmentation EMNLP 2022
Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022
Inferring Implicit Relations in Complex Questions with Language Models EMNLP 2022
Language Models Are Poor Learners of Directional Inference EMNLP 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters EMNLP 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022
A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference EMNLP 2022
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022
Are Prompt-based Models Clueless? ACL 2022
Validity Assessment of Legal Will Statements as Natural Language Inference EMNLP 2022
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NIPS 2022
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment ACL 2022
Hypothesis Engineering for Zero-Shot Hate Speech Detection COLING 2022
Who Says What to Whom: A Survey of Multi-Party Conversations IJCAI 2022