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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

UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF) EMNLP 2018
Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018
A mostly unlexicalized model for recognizing textual entailment EMNLP 2018
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP 2018
Localizing Moments in Video with Temporal Language EMNLP 2018
Stress Test Evaluation for Natural Language Inference COLING 2018
Uni-DUE Student Team: Tackling fact checking through decomposable attention neural network EMNLP 2018
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference EMNLP 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference EMNLP 2018
Enhancing Sentence Embedding with Generalized Pooling COLING 2018
Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge CONLL 2018
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences ACL 2018
GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task SEMEVAL 2018
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing SEMEVAL 2018
Attention-Fused Deep Matching Network for Natural Language Inference IJCAI 2018
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning EMNLP 2018
SparseMAP: Differentiable Sparse Structured Inference ICML 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples ACL 2018
Jack the Reader – A Machine Reading Framework ACL 2018
Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension EMNLP 2018
Learning Semantic Concepts and Order for Image and Sentence Matching CVPR 2018
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing NAACL 2018
Neural Models of Factuality NAACL 2018
Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences NAACL 2018
Annotation Artifacts in Natural Language Inference Data NAACL 2018