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@ServiceNow@ElementAI@TTG-IITKGP@LitLLM@ai4theory

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demfier/README.md

Hi there 👋

I am a Postdoctoral Fellow at Mila - Quebec AI Institute. I got my Ph.D. in NLP from the University of Waterloo. My research primarily focuses on how to use large language models as an assistive tool for various scientific and creative tasks.

⚡ Fun facts:

  • I love art (check out my art here!) 🎨
  • I'm learning Japanese 🇯🇵 and French 🇫🇷
  • I'm also learning the piano 🎹
  • I (used to) religiously watch anime

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  1. multimodal-speech-emotion-recognitionmultimodal-speech-emotion-recognitionPublic

    Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

    Jupyter Notebook 441 90

  2. ServiceNow/data-augmentation-with-llmsServiceNow/data-augmentation-with-llmsPublic

    Data Augmentation for Intent Classification with Off-the-Shelf Large Language Models is a ServiceNow Research project

    Python 31 2

  3. ServiceNow/insight-benchServiceNow/insight-benchPublic

    Jupyter Notebook 59 15

  4. ServiceNow/promptmix-emnlp-2023ServiceNow/promptmix-emnlp-2023Public

    Offical code repository for PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation, EMNLP 2023

    Python 12 1

  5. LitLLM/LitLLMLitLLM/LitLLMPublic

    An AI-powered literature review assistant for researchers

    20 2

  6. ServiceNow/text-summarization-with-llmsServiceNow/text-summarization-with-llmsPublic

    Codebase for "A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches"

    Python 3 1