Computational Linguistics Research Group ORG

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

A Python library that combines web scraping, natural language processing, and machine learning in one package. Collect data from websites and social APIs, analyze text sentiment and grammar, and classify documents without installing many separate tools.

Machine reading comprehension on clinical case reports

Fake news detection, Google Summer of Code 2017

Repository for the word embeddings experiments described in "Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource", presented at LREC 2016.

cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"

Clinical spelling correction with word and character n-gram embeddings.

Memory-based shallow parser for Python

Python 2 & 3 wrapper around the Stanford Topic Modeling Toolbox. Intended to be used for hassle-free supervised topic classification with Labeled Latent Dirichlet Allocation (L-LDA, LLDA, sLDA).

Featurize words into orthographic and phonological vectors.

Python code for reading Brat Repositories. Supports saving and reading from XML files for easy acces to annotations.

Repository for the CLiPS HAte speech DEtection System [HADES].

Code for the paper "Rule induction for global explanation of trained models"

MFAQ: a Multilingual FAQ Dataset

UMLS in Python with MongoDB.

Unsupervised concept extraction from clinical text

Disambiguating biomedical and clinical concepts with word embeddings

A fast simulator for localist connectionist models.

Google Summer of Code 2018

Software created within Accumulate project (www.accumulate.be) at CLiPS, University of Antwerp

Ressources on conversational agents

Memory networks (and variants) for medical machine reading

Obtain explanation rules from an RNN

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Negation detection of concepts in Dutch clinical text

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Creates LaTeX source from semantic role annotations

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Simulating cochlear implants with neural networks

Code for the BioNLP 2021 paper "Scalable Few-Shot Learning of Robust Biomedical Name Representations"

CLiPS submission for the 'Discriminating between Dutch and Flemish in Subtitles' (DFS) subtask at VarDial

Negation and speculation detection of concepts in English clinical text

GSoC 2019 project on cross language analysis

Code repository for learning patient representations

The code for the conll2018 submission: "from strings to other things: linking the neighborhood and transposition effects in word reading."

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Code for the EACL 2021 paper "Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations"

Code for the LOUHI 2021 paper "Integrating Higher-Level Semantics into Robust Biomedical Name Representations"

GSoC 2019 Project developed by @FabricioLayedra under the supervision of @GuyDePaw. Contact [email protected]

Memory networks for machine reading comprehension in PyTorch

Segment CNNs for clinical relation extraction with additional features

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Speculation detection of concepts in Dutch clinical text

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A command and control corpus for the Patience card game (Dutch)