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1 | 1 | # hate-speech-detector-api
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2 |
| -A Simple PoC (Proof of Concept) of Hate-speech (Toxic) Detector API Server |
| 2 | + |
| 3 | +A Simple PoC (Proof of Concept) of Hate-speech (Toxic content) Detector API Server using model from [detoxify](https://github.com/unitaryai/detoxify). Detoxify (unbiased model) achieves score of 93.74% compared to top leaderboard score with 94.73% in [Jigsaw Unintended Bias in Toxicity Classification](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification). |
| 4 | + |
| 5 | +# License |
| 6 | + |
| 7 | +MIT License |
| 8 | + |
| 9 | +Copyright (c) 2023 Rif'at Ahdi Ramadhani |
| 10 | + |
| 11 | +Permission is hereby granted, free of charge, to any person obtaining a copy |
| 12 | +of this software and associated documentation files (the "Software"), to deal |
| 13 | +in the Software without restriction, including without limitation the rights |
| 14 | +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
| 15 | +copies of the Software, and to permit persons to whom the Software is |
| 16 | +furnished to do so, subject to the following conditions: |
| 17 | + |
| 18 | +The above copyright notice and this permission notice shall be included in all |
| 19 | +copies or substantial portions of the Software. |
| 20 | + |
| 21 | +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 22 | +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 23 | +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 24 | +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 25 | +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 26 | +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 27 | +SOFTWARE. |
| 28 | + |
| 29 | +# Author |
| 30 | + |
| 31 | +Rif'at Ahdi Ramadhani (atrifat) |
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