This project providers users the ability to do paraphrase generation for sentences through a clean and simple API.
- Training framework (train|visualization|test)
- Evaluate methods
- Module for test/api (UI Flask module)
- Manifold implementation
- Pip installable package
- Docker configurate packaging
- Readme and doc
- para-nmt-5m
- Quora
- snli
- PPDB
- Semeval
- Attention NMT
- Embedded Representation
- Manifold
| Server | Name | Dataset | Bleu | Description |
|---|---|---|---|---|
| @Moto | AttNMT | CMDS | 0.7163 | Train: DB(para-nmt-5m-short+cmd) |
| @Moto | AttNMT | CMDS+G | 0.1351 | Train: DB(para-nmt-5m-shoet+cmd) |
| @Learn | TRP+GRU | CMDS+G | 0.0047 | Train: DB(para-nmt-5m-shoet+cmd) |
- https://arxiv.org/pdf/1706.01847.pdf
- http://www.cs.cmu.edu/~jwieting/wieting2017Millions.pdf
- https://arxiv.org/pdf/1711.05732.pdf
- https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16353/16062
- https://arxiv.org/pdf/1808.04364.pdf
- https://arxiv.org/pdf/1803.01465.pdf
- http://alborz-geramifard.com/workshops/nips18-Conversational-AI/Papers/18convai-Neural%20Machine%20Translation.pdf
- https://arxiv.org/pdf/1901.02998.pdf
- https://arxiv.org/pdf/1804.06059.pdf