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Automatic Verification of Natural Language Claims

How to develop a model to verify a natural language statement while explaining its rationale?

Reading Time: About 10 minutes.


Ziyue WangAbout 8 minNLPFact VeraficationReasoningLogic-regularized neural network
What is the problem with BERT embeddings and how to fix them?

This blog presents an easy fix to the sentence embeddings learned by pre-trained language models. It is based on the paper: On the Sentence Embeddings from Pre-trained Language Models by Li et al EMNLP 2020.


Bohan LiAbout 3 minNLPPre-trainingBERTEmbedding