katherinelyx Goto Github PK

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

gcn_tutorial

A tutorial on Graph Convolutional Neural Networks

generative_qa

Generative Question Answering

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph-neural-network-review

hed-dlg

Hierarchical Encoder Decoder for Dialog Modelling

hed-dlg-truncated

Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

hran

hred

Implements the paper " Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models" by Serban et al (currently on the MovieTriples dataset)

hred-attention-tensorflow

An extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.

hred-tensorflow

Tensorflow implementation of HRED (Hierarchical Recurrent Encoder-decoder).

hred-tf

Hierarchical Recurrent Encoder-Decoder in TensorFlow

hvmn

improving-variational-encoder-decoders-in-dialogue-generation

Tensorflow Implementation of Improving Variational Encoder-Decoders in Dialogue Generation

jddc_solution_4th

2018-JDDC大赛第4名的解决方案

ks-cq

The implementation of the paper 'Keep and Select: Rethinking Hierarchical Context Modeling for Multi-turn Response Generation'

medical_ds

medicalchatbot

Medical-domain Dialogue System for Diseases Identification

memnn

Memory Networks implementations

mojitalk

Code for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090

multi-view-seq2seq

Source codes for the paper "Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization"

neural-dialogue-generation

neural-knowledge-diffusion

neuralconvo

Neural conversational model in Torch

neuraldialogpapers

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

nlp-datasets

A list of datasets/corpora for NLP tasks, in reverse chronological order.

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems