Stars
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
This project studies the performance and robustness of language models and task-adaptation methods.
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
Code for the paper "Bayesian Neural Network Priors Revisited"
Train transformer language models with reinforcement learning.
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
Collection of papers and resources for data augmentation for NLP.
DSTC9 Track 1 - Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access
Leetcode questions (Company-wise, Paradigm-wise and much more)
Python code for dual decompositon for different model pairs
📖 A curated list of resources dedicated to Fake News Detection
Official repository for Jia, Raghunathan, Göksel, and Liang, "Certified Robustness to Adversarial Word Substitutions" (EMNLP 2019)
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
RelEx - A simple framework for Relation Extraction built on AllenNLP
A collaborative catalog of NLP resources for Indic languages