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anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

annotation-tool

A lightweight web-based annotation tool for labelling entity recognition data.

autobioner

Distantly Supervised Biomedical Named Entity Recognition with Dictionary Expansion: https://ieeexplore.ieee.org/document/8983212

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

awesome-network-embedding

A curated list of network embedding techniques.

cits4012

clausiepy

Python wrapper for ClausIE, clause-based open information extraction

clustering

Clustering for Exploratory Data Analysis

coding

Data Structures and Algorithms (DSA) Preparation sheet

community-detection-code

demo

dlaicourse

Notebooks for learning deep learning

domain_specific_embeddings

emnlp2017-relation-extraction

Context-Aware Representations for Knowledge Base Relation Extraction

eng-edu

entity-aware-relation-classification

Tensorflow Implementation of "Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing" (arXiv 2019)

factbench

Benchmark for Temporal Fact Validation

flaskapp

Web application for visualising hr data

foodie_favorites

Named-Entity Recognition model to extract "food" entities - Python

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

graph2vec

A distributed implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

junggraphmeasures

JungGraphMeasures - PageRank and HITS implementations for large RDF graphs

kgtutorial.github.io

Knowledge Graph Construction From Text

knowgraphsum

knowledgegraphanalysis

Code accompanying our paper "One Knowledge Graph to Rule them All? Analyzing the Differences between DBpedia, YAGO, Wikidata & co."

layered-bilstm-crf

line

TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.

link-prediction

Representation learning for link prediction within social networks

linkpred

Easy link prediction tool

lookup

Outputs a list of ranked DBpedia resources for a search string.