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Annotated-Semantic-Relationships-Datasets
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)NER-datasets
Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)NER-Evaluation
An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entitySnowball
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)BREDS
"Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) in EMNLP'15 - Python implementationAspect-Based-Sentiment-Analysis
Aspect-Based Sentiment Analysis Experimentstext-classification
An example on how to train supervised classifiers for multi-label text classification using sklearn pipelinesConvNets-for-Sentence-Classification
"Convolutional Neural Networks for Sentence Classification" (Kim 2014) - https://www.aclweb.org/anthology/D14-1181machine-learning-notebooks
Assorted exercises and proof-of-concepts to understand and study machine learning and statistical learning theorylexicons
Dictionaries of names, surnames, acronyms and it's extensions, stop-words, etc., which I gathered for different experiments.TAC-Entity-Linking
An entity linking prototype, developed using the datasets from the TAC-KBP sub-task.awesome-Portuguese-NLP
A list of libraries and NLP projects for Portugueseinformation-extraction-PT
An example of triples extraction with PoS-tags using ReVerbREACTION-resources
Resources developed by and for the project REACTION (Retrieval, Extraction and Aggregation Computing Technology for Integrating and Organizing News) an initiative for developing a computational journalism platform (mostly) for Portuguese.StanfordNER-experiments
SLANG-Sequence-LAbeliNG
Sequence LAbeliNG with Neural Networks: "Neural Architectures for Named Entity Recognition" (Lample et al., 2016) and "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" (Ma, 2016)Toponym-Disambiguation-Using-Ontology-Based-Semantic-Similarity
Toponym Disambiguation using Ontology-based Semantic Similarity.coding-exercises
A repository of coding interview questions and solutionsMuSICo
A Minwise Hashing Method for Addressing Relationship Extraction from Textbash-shell-utils
bash scripts, sed examples, and other stuff that I need from time to timeTemporal-Information-Datasets
minhash-classifier
supervised relationship extraction based on min-hash and locality sensitive hashingNER-English-Gigaword-LDC
Python scripts to parse the Gigaword collection and perform NER tagging with StanfordNERdbpedia-webapps
Simple webapps, relying on DBpedia as a data-source.GermEval-2019-Task_1
GermEval 2019 Task 1 - Shared Task on Hierarchical Classification of Blurbsml-report-kit
A plug-in to generate various evaluation metrics and reports ( PR-curves, classifications reports, confusion matrix) for supervised machine learning models using only two lines of code.nostalgia
Old projects of mine, done during high-school or university and found in old hard-drivespolitiquices
Explore relações de apoio e oposição, entre personalidades polÃticas, expressas em tÃtulos de notÃcias preservadas no arquivo.ptSnowball-Java
Snowball: Extracting Relations from Large Plain-Text Collectionsdavidsbatista.net
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