Jiahuan-Pei

CoMemNN

This is the source code of the paper "A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User Profiles", accepted by TheWebConf 2021.

AutonomousDialogAgent4AugmentedReality

multiwoz-mdrg

The source code for paper "Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation"

ICAST

intent-calibrated self-training

AdversarialNetsPapers

The classical papers and codes about generative adversarial nets

BLEU4Python

A light-weight python version of moses BLEU.

chat_functions

Simple playground chat app that interacts with OpenAI's functions with memory and custom tools.

coursera-machine-learning-engineering-for-prod-mlops-specialization

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai

Cross-Lingual-NBT

Code for EMNLP 2018 paper "XL-NBT: A Cross-lingual Neural Belief Tracking Framework"

Deep-Learning-Tricks

Enumerate diverse machine learning training tricks.

dialog-generation-paper

A list of recent papers regarding dialogue generation

DialogStateTracking

Dialog State Tracking using End-to-End Neural Networks

TALLIP_WS

Source code of paper "Incorporating prior knowledge into word embedding for Chinese word similarity measurement", accepted by ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP).

DNN-DST

Dialog State Tracking with Deep Neural Networks

dstc5

Dialog State Tracking Challenge 5 (DSTC5)

expert_readed_books

2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，**类，数学类，人物传记书籍

homepage

jiahuan-pei-publication

Jiahuan-Pei.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

LLaMA-Factory

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

MemN2N-pytorch

Implementation of End-to-End Memory Network in PyTorch

multiwoz

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

NER

neural-belief-tracker

Various implementations of the Neural Belief Tracker (Mrksic et al., 2017)

NeuralDialogPapers

Summary of deep learning models for dialog systems

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

uvadlc_practicals_2017

VR2Gather

Unity application framework for immersive social VR