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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

An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference EMNLP 2020
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data EMNLP 2020
The Extraordinary Failure of Complement Coercion Crowdsourcing EMNLP 2020
Combining Event Semantics and Degree Semantics for Natural Language Inference COLING 2020
YNU-oxz at SemEval-2020 Task 4: Commonsense Validation Using BERT with Bidirectional GRU COLING 2020
Learning as Abduction: Trainable Natural Logic Theorem Prover for Natural Language Inference COLING 2020
Explainable Automated Fact-Checking: A Survey COLING 2020
UI at SemEval-2020 Task 4: Commonsense Validation and Explanation by Exploiting Contradiction COLING 2020
Towards a Task-Agnostic Model of Difficulty Estimation for Supervised Learning Tasks AACL 2020
Measuring What Counts: The Case of Rumour Stance Classification AACL 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020
Thinking Like a Skeptic: Defeasible Inference in Natural Language EMNLP 2020
Two-Step Classification using Recasted Data for Low Resource Settings AACL 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning EMNLP 2020
An Analysis of Natural Language Inference Benchmarks through the Lens of Negation EMNLP 2020
Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification EMNLP 2020
What Can We Learn from Collective Human Opinions on Natural Language Inference Data? EMNLP 2020
Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP 2020
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020
Fact or Fiction: Verifying Scientific Claims EMNLP 2020
Semantic Role Labeling as Syntactic Dependency Parsing EMNLP 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP 2020
Contextual Modulation for Relation-Level Metaphor Identification EMNLP 2020
Correcting the Misuse: A Method for the Chinese Idiom Cloze Test EMNLP 2020
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks EMNLP 2020