PFRL: a PyTorch-based deep reinforcement learning library

Diffusion model papers, survey, and taxonomy

Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

Official repository for our NeurIPS 2023 paper "Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense" (https://arxiv.org/abs/2303.13408).

Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

A modular RL library to fine-tune language models to human preferences

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Diffusion-LM

💯 Curated coding interview preparation materials for busy software engineers

ACL 2022 (Findings): Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks

Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arxiv.org/abs/2205.09726).

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

Code for ACL 2022 Paper: Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons

Summarization Papers

[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation

Text Simplification System and Dataset

Code for "Multilingual language models predict human reading behavior"

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

Code for "Discovering Non-monotonic Autoregressive Orderings with Variational Inference" (paper and code updated from ICLR 2021)

See the issue board for the current status of active and prospective projects!

[AAAI 2021] - Simple or Complex? Learning to Predict Readability of Bengali Texts.

Zero-shot dialogue state tracking (DST)

AMR Parsing as Sequence-to-Graph Transduction

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension

Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program

A Code-First Introduction to NLP course

📖 A curated list of resources dedicated to Natural Language Processing (NLP)