LingCai's repositories
GIScience-GeoKG
Workshop webpage
OpenNMT-kpg-release
Keyphrase Generation
al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
awesome-public-datasets
A topic-centric list of HQ open datasets.
bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
CategoricalNF
Official repository for "Categorical Normalizing Flows via Continuous Transformations"
cogdl
CogDL: An Extensive Toolkit for Deep Learning on Graphs
DCRNN
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
dynamic-KG-1
Dynamic (Temporal) Knowledge Graph Completion (Reasoning)
gitignore
A collection of useful .gitignore templates
Glossary
A glossary for key terms to foster convergence across teams
HyTE
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
LDG
PyTorch code for "Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions"
ling-cai.github.io
This is the personal website for Ling Cai.
low-resource-kpgen
Official code of our work, Representation Learning for Resource-Constrained Keyphrase Generation.
mmkb
Several data modalities for KBs (visual, numerical, temporal, etc.)
nn4nlp-concepts
A repository of concepts related to neural networks for NLP
pgm-spring-2019
Course webpage for PGM, Spring 2019.
pke
Python Keyphrase Extraction module
placetype-riskflow
risk flow by place category
pytorch-flows
PyTorch implementations of algorithms for density estimation
Rediscover-conceptual-neighbor-using-ML
This repository contains necessary resources for the project - rediscover conceptual neighborhood.
tkbc
A knowledge base completion method which handles temporal metadata