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Latest Version
Avg Release Cycle
71 days
Latest Release
972 days ago
Changelog History
Page 2
Changelog History
Page 2
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v0.1.0 Changes
December 14, 2018- Production ready models for various NLP/NLU tasks:
- Text classifiers
- Yoon Kim (2014): Convolutional Neural Networks for Sentence Classification
- Lin et al. (2017): A Structured Self-attentive Sentence Embedding
- Sequence taggers
- Lample et al. (2016): Neural Architectures for Named Entity Recognition
- Joint intent-slot model
- Zhang et al. (2016): A Joint Model of Intent Determination and Slot Filling for Spoken Language Understanding
- Contextual intent-slot models
- 👍 Distributed-training support built on the new C10d backend in PyTorch 1.0
- Extensible components that allows easy creation of new models and tasks
- 📜 Reference implementation and a pretrained model for the paper: Gupta et al. (2018): Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
- 👍 Ensemble training support
- Production ready models for various NLP/NLU tasks: