DocNLI Natural Language Inference (NLI) is the task of deter | Data Science by ODS.ai 🦜

DocNLI

Natural Language Inference (NLI) is the task of determining whether a “hypothesis” is true (entailment), false (contradiction), or undetermined (neutral) given a “premise”.

Previously, this task was solved for sentence-level texts. A new work "DOCNLI: A Large-scale Dataset for Document-level Natural Language Inference" to be appeared in ACL 2021 presenting the study for document/paragraph level NLI:
https://arxiv.org/abs/2106.09449v1

In Github repo you can find data and pretrained weights of RoBERTa:
https://github.com/salesforce/DocNLI
For release in HuggingFace we, probably, should wait...

P.S. I am already waiting to test this setup for fake news detection