Name: Rabiraj Bandyopadhyay
Type: User
Company: Coursera
Bio: PhD student at GESIS working on NLP. Prev: Sr. Data Scientist at Coursera, MS Student + Visiting Researcher at University at Buffalo Dept. of Computer Science
Twitter: RabirajB
Location: Seattle, Washington, USA
Rabiraj Bandyopadhyay's Projects
apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models quickly. See the documentation page: https://apricot-select.readthedocs.io/en/latest/index.html
Codes containing implementation of various ComputerVision algorithms
A one stop shop for anyone interested in researching controllable generation and constrained decoding
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
"Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
A collection of various deep learning architectures, models, and tips
PyTorch implementation of the Delete, Retrieve Generate style transfer algorithm
Codes testing swarm intelligence algorithms
[ICML 2023] Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning
Official repository of "HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning", Findings of EMNLP 2023
Test Repository for Jenkins Test
Easily fine tune GPT-2 to fill in missing text
Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning
Preprint: Less: Selecting Influential Data for Targeted Instruction Tuning
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
Implementing a ChatGPT-like LLM from scratch, step by step
Longformer: The Long-Document Transformer
Transformer-based model for learning authorship representations.
Repository Consisting of Machine Learning Projects
Code and Data for WWW'23 paper Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine Misinformation
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent