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@ChicagoHAI

Chicago Human+AI Lab

README.md

Hi there 👋

Welcome to Chicago Human+AI Lab (CHAI)!

Our goal is to build the best AI for humans by 1) developing best practices for effective human-AI collaboration through explanations and 2) building robust models that can discover data-driven insights. We currently work on the following areas:

  • Understanding/generating explanations for human-AI interaction,
  • Design and evaluation of human-AI interaction,
  • Language and social dynamics,
  • Emergence of communities, intergroup contact, and multi-community engagement.

We are always looking for motivated postdocs, PhD students, and undergraduates who are interested in NLP, data science, computational social science, or machine learning! Please read this FAQ if you are interested.

Check out our Twitter account and you might also find ChicagoNLP and Center for Applied Artificial Intelligence interesting. Follow @ChicagoHAI on Twitter!

Popular repositories Loading

  1. human-centered-machine-learning human-centered-machine-learning Public

    Schedule and Syllabus for Human-Centered Machine learning.

    180 19

  2. active-example-selection active-example-selection Public archive

    Active Example Selection for In-Context Learning (EMNLP'22)

    Python 47 2

  3. hypothesis-generation hypothesis-generation Public

    This is the official repository for HypoGeniC (Hypothesis Generation in Context), which is an automated, data-driven tool that leverages large language models to generate hypothesis for open-domain…

    Python 35 1

  4. decsum decsum Public

    Implementation for Decision-focused Summarization (EMNLP2021)

    Python 11 6

  5. llm_radiology llm_radiology Public

    Python 7

  6. hans-explanations hans-explanations Public

    Python 6

Repositories

Showing 10 of 23 repositories
  • hypothesis-generation Public

    This is the official repository for HypoGeniC (Hypothesis Generation in Context), which is an automated, data-driven tool that leverages large language models to generate hypothesis for open-domain research. For more details, please see the original paper using the link below.

    ChicagoHAI/hypothesis-generation’s past year of commit activity
    Python 35 MIT 1 5 (1 issue needs help) 0 Updated Nov 26, 2024
  • hypogenic-demo Public

    website for HypoGeniC

    ChicagoHAI/hypogenic-demo’s past year of commit activity
    JavaScript 0 0 0 0 Updated Nov 21, 2024
  • HypoGeniC-datasets Public

    Datasets and config.yaml files used in the HypoGeniC repository

    ChicagoHAI/HypoGeniC-datasets’s past year of commit activity
    1 MIT 0 0 0 Updated Nov 8, 2024
  • cxr-eval-gpt-4v Public

    This repository provides the evaluation code for GPT-4V’s performance in automated radiology report writing on MIMIC-CXR, IU X-Ray and CheXpert Plus datasets.

    ChicagoHAI/cxr-eval-gpt-4v’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Nov 6, 2024
  • chicagohai.github.io Public

    Welcome to ChicagoHAI Lab!

    ChicagoHAI/chicagohai.github.io’s past year of commit activity
    HTML 1 1 0 0 Updated Nov 4, 2024
  • election-nlp Public

    Analysis of election-related texts

    ChicagoHAI/election-nlp’s past year of commit activity
    HTML 0 MIT 0 0 0 Updated Oct 28, 2024
  • FLamE Public

    Code for FLamE paper

    ChicagoHAI/FLamE’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Sep 10, 2024
  • awesome-climate-nlp Public
    ChicagoHAI/awesome-climate-nlp’s past year of commit activity
    0 0 0 0 Updated Aug 15, 2024
  • characterizing-multimodal-long-form-summarization Public
    ChicagoHAI/characterizing-multimodal-long-form-summarization’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Aug 9, 2024
  • active-example-selection Public archive

    Active Example Selection for In-Context Learning (EMNLP'22)

    ChicagoHAI/active-example-selection’s past year of commit activity
    Python 47 MIT 2 0 0 Updated Jul 22, 2024
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