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Achievement: StarstruckAchievement: Arctic Code Vault Contributor
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abhika-m/README.md

Hi! My name is Abhika Mishra 👋

Check out my code here

I’m a passionate computer science student deeply committed to advancing the field of artificial intelligence (AI) with a focus on Natural Language Processing (NLP). As an Undergraduate Researcher at the University of Washington, I explore innovative approaches to enhance language models’ trustworthiness and quality, particularly in detecting hallucinations within LM outputs. I am excited to contribute my skills and insights to the ever-evolving landscape of ethical and transformative technology.

Publications

  • Abhika Mishra, Akari Asai, Vidhisha Balachandran, Yizhong Wang, Graham Neubig, Yulia Tsvetkov, and Hannaneh Hajishirzi
    Fine-grained Hallucination Detection and Editing for Language Models [Paper], [Website], [Code], [Model], [Demo]

Recent Projects

Name Description Tooling
FAVA Evaluation, retrieval, and training code for research paper: Fine-grained Hallucination Detection and Editing for Language Models.
CropUp DUBHACKS WINNER 2022. Web application to determine best crops to grow in your area based on plant hardiness zone predicted by machine learning model trained on current climate's data.
Equify Applied Natural Language Processing model using Stanford's CoreNLP library to identify names and then diversify them
Cloude Realtime collaborative coding IDE. Submitted to Dubhacks 2021.
NLP Research Summaries My summaries of some recent papers in the ML and NLP domain

Awards

Award Issuer
Winner of Dubhacks 2022 Dubhacks at UW
Winner of Decoded Hacks 2020 Decoded

Socials

Pinned

  1. researchpapers researchpapers Public

  2. cropup cropup Public

    JavaScript

  3. Equify Equify Public

    Java

  4. llama-recipes llama-recipes Public

    Forked from meta-llama/llama-recipes

    Examples and recipes for Llama 2 model

    Python

  5. soundscribe soundscribe Public

    CSS

  6. FAVA FAVA Public

    Python 46 1