Detecting Offensive Content in Open-domain Conversations using Two Stage Semi-supervision

Chandra Khatri
Chandra Khatri
Behnam Hedayatnia
Behnam Hedayatnia
Rahul Goel
Rahul Goel
Anushree Venkatesh
Anushree Venkatesh
Raefer Gabriel
Raefer Gabriel

arXiv: Computation and Language, Volume abs/1811.12900, 2018.

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Abstract:

As open-ended human-chatbot interaction becomes commonplace, sensitive content detection gains importance. In this work, we propose a two stage semi-supervised approach to bootstrap large-scale data for automatic sensitive language detection from publicly available web resources. We explore various data selection methods including 1) usin...More

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