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annotated-semantic-relationships-datasets

Public and free annotated datasets of relationships between entities/nominals

awesome

A curated list of awesome lists

awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

awesome-public-datasets

An awesome list of (large-scale) public datasets on the Internet. (On-going collection)

bivec

Train bilingual embeddings as described in our NAACL 2015 workshop paper "Bilingual Word Representations with Monolingual Quality in Mind". Besides, it has all the functionalities of word2vec with added features and code clarity. See README for more info.

breds

Bootstrapping Relationship Extractors with Distributional Semantics

cc-dbp

A dataset for knowledge base population research using Common Crawl and DBpedia.

cleanthesis

Clean Thesis is a clean, simple, and elegant LaTeX style (or template) for thesis documents.

concurrent-trees

Concurrent Radix and Suffix Trees for Java

cugar

Graph clustering, caching and visualization framework.

cytoprocess

A Vaadin widget to visualize small Cytoscape graphs.

defacto

Deep Fact Validation

distantsupervision

dl-learner

A tool for supervised Machine Learning in OWL and Description Logics

dl4j-examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

docred

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

docs

Universal Dependencies online documentation

domain-adaptation-tool

Java application for training a classifier using bootstrapping methodology.

dynet

DyNet: The Dynamic Neural Network Toolkit

easynmt

Easy to use, state-of-the-art Neural Machine Translation for 100+ languages

elki

ELKI Data Mining Toolkit

elvis

Framework to homogenize and combine the output of different entity linking tools, using the level of agreement as a confidence score

emnlp2017-relation-extraction

Context-Aware Representations for Knowledge Base Relation Extraction

engen

Text generation with entities as context

entity-extractor

Extract cyber security entities from unstructured text

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

exception

http://i-saint.skr.jp/exception/

fact-extractor

Fact Extraction from Wikipedia Text

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)