parthatalukdar / junto
This toolkit consists of implementations of various graph-based semi-supervised learning (SSL) algorithms. Currently, three algorithms are implemented: Gaussian Random Fields (GRF), Adsorption, and Modified Adsorption (MAD). Junto also contains Hadoop-based implementations of these three algorithms.
☆150Updated 7 years ago
Alternatives and similar repositories for junto:
Users that are interested in junto are comparing it to the libraries listed below
- Modify word2vec such that it's possible to "condition" on existing embeddings for some words, and induce embeddings for new words.☆40Updated 8 years ago
- ☆53Updated 7 years ago
- Semantic embeddings of entities☆67Updated 8 years ago
- Scalable tensor factorization☆53Updated 9 years ago
- Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk☆38Updated 9 years ago
- Source code for the paper "Probabilistic Bag-Of-Hyperlinks Model for Entity Linking" , http://dl.acm.org/citation.cfm?id=2882988☆58Updated 6 years ago
- Entity Linking and Retrieval Tutorial☆167Updated 5 years ago
- UNSUPPORTED & OUTDATED: Derive named entities from Wikipedia☆46Updated 5 years ago
- End-to-end relation extraction and knowledge base population pipeline.☆48Updated 7 years ago
- ☆144Updated 5 years ago
- I re-implemented a semi-supervised recursive autoencoder in java. I think it is a pretty nice technique. Check it out! Or fork it☆72Updated 7 years ago
- Train a CRF for syntactic chunking (CoNLL2000), and use word representations☆43Updated 14 years ago
- Word Embedding Revisted: Explicit Matrix Factorization☆33Updated 7 years ago
- Semantic Preserving Embeddings for Generalized Graphs☆31Updated 6 years ago
- Label Noise Reduction in Entity Typing (KDD'16)☆53Updated 7 years ago
- Theano implementation of GloVe for graphs☆46Updated 9 years ago
- Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations (ACL2015)☆28Updated 9 years ago
- Code for Injecting Logical Background Knowledge into Embeddings for Relation Extraction☆65Updated 8 years ago
- Neural Topic Models☆69Updated 8 years ago
- Randomized embeddings for extreme learning☆24Updated 9 years ago
- ☆89Updated 8 years ago
- Network Representation Learning with Rich Text Information (IJCAI 2015)☆47Updated 7 years ago
- Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)☆99Updated 7 years ago
- Convolutional network for entity linking (Naacl 2016)☆57Updated 8 years ago
- Word vectors☆64Updated 6 years ago
- Some RNN implementations in Theano☆17Updated 8 years ago
- Universal Schema based relation extraction implemented in Torch.☆53Updated 7 years ago
- Parallel (asynchronous) sparse coding implementation for obtaining sparse overcomplete word vectors☆54Updated 7 years ago
- DeepWalk implementation in C++☆99Updated 7 months ago