pytext v0.1.0 Release Notes
Release Date: 2018-12-14 // over 5 years ago-
- 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
- ๐ Distributed-training support built on the new C10d backend in PyTorch 1.0
- Extensible components that allows easy creation of new models and tasks
- ๐ Reference implementation and a pretrained model for the paper: Gupta et al. (2018): Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
- ๐ Ensemble training support
- Production ready models for various NLP/NLU tasks: