Skip to content

Releases: adrielkuek/IRS-PM-2021-01-16-ISY5001PT-SureBoT

SureBoT Release

01 May 10:48
@adrielkuek adrielkuek
v1.1
b525772
Compare
Choose a tag to compare
SureBoT Release Pre-release
Pre-release

Minor edits to report

Assets 2
Loading

SureBoT Release

30 Apr 04:11
@adrielkuek adrielkuek
1.0
e346096
Compare
Choose a tag to compare
SureBoT Release Pre-release
Pre-release

Novel release of SureBoT v1.0.

  • Bot web scrap reference from Google News API, utilising Newspaper3K and requests.html to retrieve article bodies.
  • Summarisation done by PEGASUS abstraction summary. Models can be found on huggingface.co
  • Semantic Similarity done by Sentence-BERT with DistillRoberta base
  • Claim verification done by BERT-pair encoders and GEAR (Graph Attention Network)
  • Binary classification -> SUPPORTS or REFUTES
  • Implementation able to use both CPU or CUDA acceleration
Assets 2
Loading