lliutianc

auditing-text-generation

Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)

self-debiasing

This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".

universal-triggers

Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)

DecodingTrust

A Comprehensive Assessment of Trustworthiness in GPT Models

WizardLM

LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

decoding-biases

Scripts to evaluate various bias metrics for different NLG models + decoding algorithms

LM_bias

[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models

trl

Train transformer language models with reinforcement learning.

RRHF

[NIPS2023] RRHF & Wombat

trlx

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

QuantumultX

g_fair_prompting

Sentence-LDP

Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"

llama

Inference code for Llama models

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

poisson-jump

Official Implementation of Paper "Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling" (ICML 2023)

InstructZero

Official Implementation of InstructZero; the first framework to optimize bad prompts of ChatGPT(API LLMs) and finally obtain good prompts!

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

Prompt-Diffusion

Official PyTorch implementation of the paper "In-Context Learning Unlocked for Diffusion Models"

Differentially-Private-Deep-Learning

This repo implements several algorithms for learning with differential privacy.

Awesome-Multimodality

A Survey on multimodal learning research.

Awesome-Text-to-Image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

zotero-reference

PDF references add-on for Zotero.

awesome-fairness-papers

Papers on fairness in NLP

sdp_transformers

lm_privacy

dp-bart-private-rewriting

DP-BART for Privatized Text Rewriting under Local Differential Privacy

dp-rewrite

DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting

List-of-Dirty-Naughty-Obscene-and-Otherwise-Bad-Words

List of Dirty, Naughty, Obscene, and Otherwise Bad Words