thomasopsomer / graph-embeddingLinks
Learning graph embedding using DeepWalk or Node2Vec
☆15Updated 8 years ago
Alternatives and similar repositories for graph-embedding
Users that are interested in graph-embedding are comparing it to the libraries listed below
Sorting:
- Density Order Embeddings☆33Updated 6 years ago
- GAKE: Graph Aware Knowledge Embedding(COLING2016)☆28Updated 6 years ago
- Network Representation Learning with Rich Text Information (IJCAI 2015)☆47Updated 8 years ago
- ☆18Updated 8 years ago
- Code for "Smaller Text Classifiers with Discriminative Cluster Embeddings" (NAACL 2018)☆29Updated 7 years ago
- Unsupervised domain adaptation method for relation extraction☆18Updated 6 years ago
- Crowdsourced data for open domain relation classification from sentences☆20Updated 6 years ago
- TensorFlow implementation of "Improved Variational Autoencoders for Text Modeling using Dilated Convolutions"☆54Updated 5 years ago
- SOTA results for machine learning problems in NLP .☆11Updated 4 years ago
- Attempt at using LSTMs to predict semantic relatedness of sentences (a la Tai et al. in Improved Semantic Representations From Tree-Struc…☆22Updated 9 years ago
- This is the code&dataset for the paper [Hierarchical Memory Networks for Answer Selection on Unknown Words. COLING 2016]☆44Updated 6 years ago
- Representation Learning of Knowledge Graphs with Entity Descriptions (AAAI-2016)☆53Updated 6 years ago
- Max-margin DeepWalk☆71Updated 8 years ago
- Vanilla Sequence Labeling w. Char-LSTM-CRF☆33Updated 5 years ago
- ☆84Updated 5 years ago
- The AutoPath pipeline for similarity modeling on heterogeneous networks with automatic path discovery☆11Updated 5 years ago
- Injecting Background Knowledge in Neural Models via Adversarial Set Regularisation☆60Updated 7 years ago
- Source code for ``A Structured Self-Attentive Sentence Embedding'' published in ICLR 2017☆53Updated 6 years ago
- Official code of our work, Robust, Transferable Sentence Representations for Text Classification [Arxiv 2018].☆21Updated 6 years ago
- A new TensorFlow op that calculates sampled softmax loss with dynamic number of true classes per training instance.☆9Updated 7 years ago
- Code for NAACL19 Paper "How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection"☆42Updated 5 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Updated 6 years ago
- Code and data for paper PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks☆16Updated 7 years ago
- Neural Reranking for Named Entity Recognition, accepted as regular paper at RANLP 2017☆23Updated 7 years ago
- Tensorflow Implementation of Large-Scale Learnable Graph Convolutional Networks (LGCN) KDD18☆47Updated 6 years ago
- source code for the paper "Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks…☆31Updated 8 years ago
- Implementation of Modeling Joint Entity and Relation Extraction with Table Representation in EMNLP2014☆20Updated 9 years ago
- ☆28Updated 6 years ago
- Joint Behavior-Topic Model for Microblogs☆15Updated 10 years ago
- Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings☆33Updated 5 years ago