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- # About
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- This repository contains the code, models, and data accompanying our paper on adjusting text difficulty of messages generated by open-domain chatbots.
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-
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- Tyen, G., Brenchley, M., Caines, A., & Buttery, P. (2022). Towards an open-domain chatbot for language practice. 17th Workshop on Innovative Use of NLP for Building Educational Applications.
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-
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- # Dependencies
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- * ParlAI 1.6.0
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- * PyTorch 1.10.2
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- * Huggingface Transformers 4.16.2
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- * NumPy 1.22.2
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- * SciPy 1.8.0
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- * Regex 2022.1.18
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-
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- # To run the demo:
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- 1. Download and cd to project directory
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- `git clone https://github.com/WHGTyen/ControllableComplexityChatbot`
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- `cd ControllableComplexityChatbot`
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- 2. Install pip dependencies
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- `pip install numpy scipy regex torch transformers`
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- 3. Clone ParlAI repository
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- `git clone https://github.com/facebookresearch/ParlAI.git --branch 1.6.0`
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- 4. Setup ParlAI
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- `cd ParlAI; python setup.py develop; cd ..`
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- 5. To run the demo:
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- `python demo.py`
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- 6. To adjust generation parameters, edit values in `demo.py`
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-
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- # Data
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- * `sample_wordlist.txt` is the 5000 most frequent words from [this list](https://github.com/first20hours/google-10000-english/blob/d0736d492489198e4f9d650c7ab4143bc14c1e9e/google-10000-english-no-swears.txt)
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- * `filter.txt` was taken from [this list](https://github.com/dwyl/english-words/blob/22d7c41119076750a96fca2acd664ed994cc0a75/words_alpha.txt)
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- * `complexity_model` was trained on data from the Cambridge Exams readability dataset, found [here](https://ilexir.co.uk/datasets/index.html)
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-
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- # Acknowledgements
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- This paper reports on research supported by Cambridge University Press & Assessment. This work was performed using resources provided by the Cambridge Service for Data Driven Discovery (CSD3) operated by the [University of Cambridge Research Computing Service](www.csd3.cam.ac.uk), provided by Dell EMC and Intel using Tier-2 funding from the Engineering and Physical Sciences Research Council (capital grant EP/P020259/1), and [DiRAC funding from the Science and Technology Facilities Council](www.dirac.ac.uk).
 
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+ ---
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+ title: ControllableBlenderCEFR
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+ sdk: gradio
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+ emoji: 🦀
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+ colorFrom: green
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+ colorTo: blue
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+ pinned: true
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+ short_description: A BlenderBot based Complexity adjuster
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+ ---