sungjinlees's repositories
adversarial-postspec
Auxiliary GAN for WE post-specialisation
allennlp
An open-source NLP research library, built on PyTorch.
ANIML
Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".
awesome-sentence-embedding
A curated list of pretrained sentence(and word) embedding models
BuboQA
Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)
cakechat
CakeChat: Emotional Generative Dialog System
ccm
This project is a tensorflow implement of our work, CCM.
DC-NeuralConversation
OpenNMT based Neural Conversation model which implements Topic and Semantic Distributional Constraints to improve quality of generated responses
decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
deep-learning-notes
Experiments with Deep Learning
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dialogue-gan
Generative Adversarial Network to Develop Synthetic Dialogues
e2e_dialog_challenge
End-To-End Task-Completion Dialogue Challenge
finetune-transformer-lm
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
GAM
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
Imagination-Augmented-Agents
Building Agents with Imagination: pytorch step-by-step implementation
Mem2Seq
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
multi-domain-belief-tracking
The implementation of the model proposed in the Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing paper
multiwoz
Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)
ner-bert
BERT-NER (nert-bert) with google bert https://github.com/google-research.
Practical_RL
A course in reinforcement learning in the wild
pytorch-pretrained-BERT
A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.
rlkit
Collection of reinforcement learning algorithms
SEDST
code for CIKM'18 long paper, Explicit state tracking with semi-supervision for neural dialogue generation
Sentence-VAE
PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
Seq2Seq-Vis
Visualization for Sequential Neural Networks with Attention
SeqGAN-PyTorch-2
Implementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch
soft-dtw
Python implementation of soft-DTW.