Majiga's Projects
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
A lightweight web-based annotation tool for labelling entity recognition data.
Distantly Supervised Biomedical Named Entity Recognition with Dictionary Expansion: https://ieeexplore.ieee.org/document/8983212
A curated list of awesome embedding models tutorials, projects and communities.
A curated list of network embedding techniques.
Python wrapper for ClausIE, clause-based open information extraction
Clustering for Exploratory Data Analysis
Data Structures and Algorithms (DSA) Preparation sheet
Notebooks for learning deep learning
Context-Aware Representations for Knowledge Base Relation Extraction
Tensorflow Implementation of "Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing" (arXiv 2019)
Benchmark for Temporal Fact Validation
Web application for visualising hr data
Named-Entity Recognition model to extract "food" entities - Python
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
A distributed implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
JungGraphMeasures - PageRank and HITS implementations for large RDF graphs
Knowledge Graph Construction From Text
Code accompanying our paper "One Knowledge Graph to Rule them All? Analyzing the Differences between DBpedia, YAGO, Wikidata & co."
TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.
Representation learning for link prediction within social networks
Easy link prediction tool
Outputs a list of ranked DBpedia resources for a search string.