Kunlun Zhu's Projects
Natural Questions (NQ) contains real user questions issued to Google search, and answers found from Wikipedia by annotators. NQ is designed for the training and evaluation of automatic question answering systems.
Neural Artistic Style in Python
The NetHack Learning Environment
Natural Language Processing Tutorial for Deep Learning Researchers
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
TensorFlow Neural Machine Translation Tutorial
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
An Open-Source Package for Knowledge Embedding (KE)
An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow
An Open-Source Framework for Prompt-Learning.
Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"
PArallel Distributed Deep LEarning
Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)
Easy-to-use and Fast NLP library with awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications.
Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways
Code and data to support the paper "PAQ 65 Million Probably-Asked Questions andWhat You Can Do With Them"
Source code for "A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models"
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation
Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach
PlayGround: AI Research into Multi-Agent Learning.
Must-read Papers on pre-trained language models.
Latex code for making neural networks diagrams
Prefix-Tuning: Optimizing Continuous Prompts for Generation
Knowledge Graph and Text Jointly Embedding
StarCraft II Learning Environment