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22 changes: 6 additions & 16 deletions README.md
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# Training a Prosocial Chatbot
# ODSC 2017

2017 ODSC West Workshop
San Francisco

Hobson Lane
*Head of Artificial Intelligence*
**Aira**, a Visual Interpreter for the Blind​
+1-503-974-6274 | [email protected]
[aira.io](aira.io) | [@airaio](twitter.com/airaio)

## Application

[![Aira, a visual interpreter for the blind](../data/aira_video_demo_blind_person_512.png)](https://vimeo.com/143070863)

## Slides
## Slides

* [Training a Prosocial Chatbot](https://docs.google.com/presentation/d/1IND6PXOxgYb2IVmXnaSoNBcIOaiUVU-iZ6vnYz6J6-E/edit?usp=sharing)
* [Exploring Hyperspace](https://docs.google.com/presentation/d/1SEU8VL0KWPDKKZnBSaMxUBDDwI8yqIxu9RQtq2bpnNg/edit?usp=sharing)
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## Application

[![Aira, a visual interpreter for the blind](../data/aira_video_demo_blind_person_512.png)](https://vimeo.com/143070863)
[![Aira, a visual interpreter for the blind](data/aira_video_demo_blind_person_512.png)](https://vimeo.com/143070863)

### References

* [Aira](http://aira.io), A Visual Interpreter for the Blind
* [WildML](http://www.wildml.com/2016/07/deep-learning-for-chatbots-2-retrieval-based-model-tensorflow/)
* 2018, Lane, Howard and Hapke: [Natural Language Processing in Action](https://www.manning.com/books/natural-language-processing-in-action/?a_aid=totalgood)
* 2016, Lowe, et al: ["The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems"](https://arxiv.org/pdf/1506.08909.pdf)
* [training set generator v1](https://github.com/rkadlec/ubuntu-ranking-dataset-creator)
* Lowe, [training set generator v2](https://github.com/ryan-lowe/Ubuntu-Dialogue-Generationv2)
* Shmalko, [lexica and slang normalizers](https://github.com/rasendubi/noisy-text/tree/master/data
* [retrieval-based vs rule-based and new modular approach](http://www.aclweb.org/old_anthology/C/C14/C14-1088.pdf)
* [retrieval-based bot](https://export.arxiv.org/pdf/1612.01627)

5 changes: 3 additions & 2 deletions notebooks/2 Retrieval Chatbot.ipynb
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"cell_type": "markdown",
"metadata": {},
"source": [
"# Slides\n",
"# ODSC 2017 Slides \n",
"\n",
"* [Training a Prosocial Chatbot](https://docs.google.com/presentation/d/1IND6PXOxgYb2IVmXnaSoNBcIOaiUVU-iZ6vnYz6J6-E/edit?usp=sharing)\n",
"* [Exploring Hyperspace](https://docs.google.com/presentation/d/1SEU8VL0KWPDKKZnBSaMxUBDDwI8yqIxu9RQtq2bpnNg/edit?usp=sharing)\n",
Expand All @@ -28,7 +28,8 @@
"* [training set generator v1](https://github.com/rkadlec/ubuntu-ranking-dataset-creator)\n",
"* Lowe, [training set generator v2](https://github.com/ryan-lowe/Ubuntu-Dialogue-Generationv2)\n",
"* Shmalko, [lexica and slang normalizers](https://github.com/rasendubi/noisy-text/tree/master/data\n",
"* [retrieval-based vs rule-based](http://www.aclweb.org/old_anthology/C/C14/C14-1088.pdf)\n",
"* [retrieval-based vs rule-based and new modular approach](http://www.aclweb.org/old_anthology/C/C14/C14-1088.pdf)\n",
"* [retrieval-based bot](https://export.arxiv.org/pdf/1612.01627)\n",
"\n"
]
},
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