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@ChicagoHAI

Chicago Human+AI Lab

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 43 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 20 1

  4. decsum decsum Public

    Implementation for Decision-focused Summarization (EMNLP2021)

    Python 10 5

  5. llm_radiology llm_radiology Public

    Python 7

  6. hans-explanations hans-explanations Public

    Python 6

Repositories

Showing 10 of 20 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 20 MIT 1 5 (1 issue needs help) 0 Updated Sep 13, 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 Sep 12, 2024
  • FLamE Public

    Code for FLamE paper

    ChicagoHAI/FLamE’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Sep 10, 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 Sep 3, 2024
  • ChicagoHAI/awesome-climate-nlp’s past year of commit activity
    0 0 0 0 Updated Aug 15, 2024
  • ChicagoHAI/characterizing-multimodal-long-form-summarization’s past year of commit activity
    Python 0 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 43 MIT 2 0 0 Updated Jul 22, 2024
  • quantifying-unique-and-divisive-speech Public

    Data and code for the paper, "Quantifying the Uniqueness of Donald Trump in Presidential Discourse"

    ChicagoHAI/quantifying-unique-and-divisive-speech’s past year of commit activity
    Python 0 MIT 0 0 0 Updated May 21, 2024
  • LLaMA-Factory Public Forked from hiyouga/LLaMA-Factory

    Unify Efficient Fine-Tuning of 100+ LLMs

    ChicagoHAI/LLaMA-Factory’s past year of commit activity
    Python 0 Apache-2.0 4,200 0 0 Updated May 14, 2024
  • thresh Public Forked from davidheineman/thresh

    🌾 Universal, customizable and deployable fine-grained evaluation for text generation.

    ChicagoHAI/thresh’s past year of commit activity
    Vue 0 Apache-2.0 4 0 0 Updated Apr 30, 2024

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