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ai-reading-list

Up to date list of the most interesting papers in AI

awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

bert

TensorFlow code and pre-trained models for BERT

cdr-gen

A Call Detail Record (CDR) generator

city-ner

Extract city names from text with Stanford NER

conceptnet5

Code for building ConceptNet from raw data.

elasticsearch-analysis-turkishstemmer

ElasticSearch analysis plugin providing Turkish stemming functionality

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.

fasttext.py

A Python interface for Facebook fastText

figer

Fine-Grained Entity Recognizer

freebase

freebase-triples

A methodology to process triples data from the Freebase data dumps.

lucene-solr-analysis-turkish

Turkish analysis components for Apache Lucene/Solr

mlkx

Machine Learning Knowledge Exchange

multihead_joint_entity_relation_extraction

Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

nlp-experiments-in-pytorch

PyTorch repository for text categorization and NER experiments in Turkish and English.

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-python-deep-learning

NLP in Python with Deep Learning

openie

Quality information extraction at web scale.

openie-standalone

Quality information extraction at web scale. Edit

opennre

An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow

python-turkce-dogal-dil-isleme-turkish-nlp

TÜRKÇE İÇİN DOĞAL DİL İŞLEME ARAÇLARI

rdflib

RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information.

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

slib

`Slib` is a JAVA library dedicated to semantic data mining based on texts and/or ontology processing. The library is composed of various modules dedicated to specific treatments - they can be used in the context of information retrieval, data analysis, recommendation system design... The Semantic Measures Library (SML) is a sub-project of the Slib.

spektral

Deep learning on graphs with Keras.

tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

trnltk

Turkish Natural Language Toolkit

turkish-ner

A Named Entity Recognition tool for Turkish.

turkish-sentiment-analysis

Turkish Sentiment Analysis for Twitter