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Hi there 👋

I’m Jack. I’m an M.S. student in Computer Science at University of Illinois Urbana-Champaign, advised by Prof. Chengxiang Zhai and Prof. Heng Ji in the Blender NLP Lab. At the core of my research in usable and reliable intelligence, I strive to equip machines with interactive communications and up-to-date knowledge using explainable methods. The ultimate aim of my research is to promote engagement and truthfulness in information access and generation, through a variety of explainable methods with low bias, easy evaluation methods and high computational efficiency.

Bio: Jack Bai is an M.S. student in Computer Science at UIUC, working as the Research Assistant of Prof. Chengxiang Zhai on interactive knowledge acquisition, co-advised by Prof. Heng Ji. Before master’s, he obtained a dual degree from Zhejiang University and UIUC in Computer Engineering. He was a research intern at Microsoft Research, working on incident root cause prediction using LM with Dr. Shilin He, and a member of the UIUC Alexa ChatBot team researching Internet search query generation. He was also a research intern working on distributed LM training with Prof. Volodymyr Kindtatenko at NCSA. Except experience mentioned above, his work also reflects interests in financial time series prediction, code generation, open-domain QA, software frameworks for deep learning, etc.

Jack BAI's Projects

bug-log-support icon bug-log-support

This is the public repo for the bug log support VS Code Extension for ECE391.

c-function-header-support icon c-function-header-support

This is the public repo for the VS Code Extension for C Function Header Support (mostly for UIUC ECE391 code assignments).

crate icon crate

Code for CRATE (Coding RAte reduction TransformEr).

d4l2_yolo_detection icon d4l2_yolo_detection

This is the public repo for the D4L2 game aimbot using YOLO object detection technique. Dataset is closed-source.

ecco icon ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

fap icon fap

This is is the official project space for A Symbolic Approach To Fully Automated Programming.

goautograder icon goautograder

This is the repository for modifying the structure of Wenqing to build the AutoGrader for ECE220 course in UIUC.

hal-remote-control icon hal-remote-control

This is the repo for all the helper scripts and executables to push and pull between a local machine and HAL (in NCSA, UIUC).

happy-quants icon happy-quants

Interested in quants analysis? Come and play with this repo!

lmae icon lmae

Modified from https://colab.research.google.com/drive/1u8larhpxy8w4mMsJiSBddNOzFGj7_RTn?usp=sharing

medoflow icon medoflow

MedoFlow: an educational software framework for deep learning from scratch.

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