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natural language inference

1278 papers

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Also known as

XNLI SNLI MNLI NLI BERT NLI OR NULL NER NLU

Co-occurring keywords

text classification (6776) large language model (12755) question answering (2904) textual entailment (241) transfer learning (5442) zero-shot learning (3637) semantic analysis (785) language model (4573) evidence retrieval (229) few-shot learning (3390)

Papers

R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference EMNLP 2022
Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models EMNLP 2022
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding EMNLP 2022
FLUTE: Figurative Language Understanding through Textual Explanations EMNLP 2022
Few-shot Learning with Multilingual Generative Language Models EMNLP 2022
MABEL: Attenuating Gender Bias using Textual Entailment Data EMNLP 2022
Polyglot Prompt: Multilingual Multitask Prompt Training EMNLP 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives EMNLP 2022
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference EMNLP 2022
Don’t Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models EMNLP 2022
Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation EMNLP 2022
Can Transformers Reason in Fragments of Natural Language? EMNLP 2022
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022
LogiTorch: A PyTorch-based library for logical reasoning on natural language EMNLP 2022
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation EMNLP 2022
It Is Not Easy To Detect Paraphrases: Analysing Semantic Similarity With Antonyms and Negation Using the New SemAntoNeg Benchmark EMNLP 2022
Testing Pre-trained Language Models’ Understanding of Distributivity via Causal Mediation Analysis EMNLP 2022
Revisiting text decomposition methods for NLI-based factuality scoring of summaries EMNLP 2022
Exploring the Influence of Dialog Input Format for Unsupervised Clinical Questionnaire Filling EMNLP 2022
On Measuring Social Biases in Prompt-Based Multi-Task Learning NAACL 2022
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels NAACL 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals NAACL 2022
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference EMNLP 2022
ENTRUST: Argument Reframing with Language Models and Entailment NAACL 2021
Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021