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README.md
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README.md
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<p align="center">
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<img style="vertical-align:middle" width="150" src="https://avatars.githubusercontent.com/u/13667124?s=400&u=aca1de69f751c02bbcda6a38f78d4b6653975df6&v=4" />
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<img style="vertical-align:middle;margin:-10px" width="150" src="https://avatars.githubusercontent.com/u/13667124" />
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</p>
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<h1 align="center">
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<span>GenieNLP</span>
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</h1>
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<p align="center">
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<a href="https://travis-ci.com/stanford-oval/genienlp"><img src="https://travis-ci.com/stanford-oval/genienlp.svg?branch=master" alt="Build Status"></a>
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<a href="https://app.travis-ci.com/github/stanford-oval/genienlp"><img src="https://travis-ci.com/stanford-oval/genienlp.svg?branch=master" alt="Build Status"></a>
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<a href="https://pypi.org/project/genienlp/"><img src="https://img.shields.io/pypi/dm/genienlp" alt="PyPI Downloads"></a>
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<a href="https://github.com/stanford-oval/genienlp/stargazers"><img src="https://img.shields.io/github/stars/stanford-oval/genienlp?style=social" alt="Github Stars"></a>
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</p>
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GenieNLP is suitable for all NLP tasks, including text generation (e.g. translation, paraphasing), token classification (e.g. named entity recognition) and sequence classification (e.g. NLI, sentiment analysis).
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This library contains the code to run NLP models for the [Genie Toolkit](https://github.com/stanford-oval/genie-toolkit) and the [Genie Virtual Assistant](https://genie.stanford.edu/).
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Genie primarily uses this library for semantic parsing, paraphrasing, translation, and dialogue state tracking. Therefore, GenieNLP has a lot of extra features for these tasks.
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## Table of Contents
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- [Table of Contents](#table-of-contents)
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Works with [🤗 models](https://huggingface.co/models) and [🤗 Datasets](https://huggingface.co/datasets).
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## Table of Contents <!-- omit in TOC -->
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- [Installation](#installation)
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- [Usage](#usage)
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- [Training a semantic parser](#training-a-semantic-parser)
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```bash
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git clone https://github.com/stanford-oval/genienlp.git
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cd genienlp
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pip install -e .
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pip install -e . # -e means your changes to the code will automatically take effect without the need to reinstall
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```
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After installation, `genienlp` command becomes available.
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