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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

SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment COLING 2020
Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference ACL 2020
Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes ACL 2020
The Effect of Natural Distribution Shift on Question Answering Models ICML 2020
Uncertain Natural Language Inference ACL 2020
CamemBERT: a Tasty French Language Model ACL 2020
The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020
Probing Natural Language Inference Models through Semantic Fragments AAAI 2020
TextNAS: A Neural Architecture Search Space Tailored for Text Representation AAAI 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics ACL 2020
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices ACL 2020
How Does Selective Mechanism Improve Self-Attention Networks? ACL 2020
NILE : Natural Language Inference with Faithful Natural Language Explanations ACL 2020
Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions ACL 2020
Towards Robustifying NLI Models Against Lexical Dataset Biases ACL 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries ACL 2020
Estimating predictive uncertainty for rumour verification models ACL 2020
A guide to the dataset explosion in QA, NLI, and commonsense reasoning COLING 2020
Two Stage Transformer Model for COVID-19 Fake News Detection and Fact Checking COLING 2020
XplaiNLI: Explainable Natural Language Inference through Visual Analytics COLING 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts EMNLP 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning EMNLP 2020
PhoBERT: Pre-trained language models for Vietnamese EMNLP 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder EMNLP 2020
Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation EMNLP 2020