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natural language inference

1278 papers

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Also known as

NLI

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

Augmenting Neural Networks with First-order Logic ACL 2019
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching ACL 2019
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification ACL 2019
Combining Fact Extraction and Verification with Neural Semantic Matching Networks AAAI 2019
Incorporating Structured Commonsense Knowledge in Story Completion AAAI 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems NIPS 2019
Extractive NarrativeQA with Heuristic Pre-Training EMNLP 2019
Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues EMNLP 2019
A logical-based corpus for cross-lingual evaluation EMNLP 2019
Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds EMNLP 2019
Recursive Routing Networks: Learning to Compose Modules for Language Understanding NAACL 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions NAACL 2019
Extract and Aggregate: A Novel Domain-Independent Approach to Factual Data Verification EMNLP 2019
A Comparative Analysis of Unsupervised Language Adaptation Methods EMNLP 2019
PubMedQA: A Dataset for Biomedical Research Question Answering EMNLP 2019
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs EMNLP 2019
Certified Robustness to Adversarial Word Substitutions EMNLP 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019
How well do NLI models capture verb veridicality? EMNLP 2019
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text EMNLP 2019
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming ACL 2019
Posing Fair Generalization Tasks for Natural Language Inference EMNLP 2019
A Corpus for Reasoning about Natural Language Grounded in Photographs ACL 2019
Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures ACL 2019