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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

Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference ACL 2019
Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference ACL 2019
HellaSwag: Can a Machine Really Finish Your Sentence? ACL 2019
Simple and Effective Text Matching with Richer Alignment Features ACL 2019
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution ACL 2019
Latent Structure Models for Natural Language Processing ACL 2019
Can Neural Networks Understand Monotonicity Reasoning? ACL 2019
PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation ACL 2019
IITP at MEDIQA 2019: Systems Report for Natural Language Inference, Question Entailment and Question Answering ACL 2019
UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference ACL 2019
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain ACL 2019
Do You Know That Florence Is Packed with Visitors? Evaluating State-of-the-art Models of Speaker Commitment ACL 2019
Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment ACL 2019
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ACL 2019
How well do NLI models capture verb veridicality? IJCNLP 2019
When data permutations are pathological: the case of neural natural language inference EMNLP 2018
Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study EMNLP 2018
Structured Alignment Networks for Matching Sentences EMNLP 2018
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering COLING 2018
Grounded Textual Entailment COLING 2018
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search ACL 2018
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification EMNLP 2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference EMNLP 2018
QED: A fact verification system for the FEVER shared task EMNLP 2018
Zero-shot Relation Classification as Textual Entailment EMNLP 2018