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Siming Dai's Projects

dialoguehgt icon dialoguehgt

Using heterogeneous graph transformer in DialogueGCN.

docs icon docs

Documentations for PaddlePaddle

familia icon familia

A Toolkit for Industrial Topic Modeling

flowqa icon flowqa

Implementation of conversational QA model: FlowQA (with slight improvement)

kbrd icon kbrd

Source code and dataset for EMNLP 2019 paper "Towards Knowledge-Based Recommender Dialog System"

paddle icon paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

paddlecustomdevice icon paddlecustomdevice

PaddlePaddle custom device implementaion. (『飞桨』自定义硬件接入实现)

paddlehub icon paddlehub

Toolkit for Pre-trained Model Application of PaddlePaddle(『飞桨』预训练模型应用工具 )

paddlenlp icon paddlenlp

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.

parlai icon parlai

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

pgl icon pgl

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

pyhgt icon pyhgt

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

recsys icon recsys

algorithms about recommender systems:probabilistic matrix factorization

tgodc-dkrn icon tgodc-dkrn

The source code of the paper 'Dynamic Knowledge Routing Network For Target-Guided Open-Domain Conversation'

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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