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Laura Zanella's Projects

mer icon mer

Minimal Named-Entity Recognizer (MER)

ncbo_annotator icon ncbo_annotator

To automatically process a piece of data text to annotate it with relevant ontology concepts and return the annotations.

nlp-progress icon 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.

open-sesame icon open-sesame

A frame-semantic parsing system based on a softmax-margin SegRNN.

propbank-frames icon propbank-frames

Lexicon of frame files used by Propbank annotation. A searchable, readable version of these files is stored at http://verbs.colorado.edu/propbank/framesets-english-aliases/

propbank-release icon propbank-release

The official released annotations, both in .prop pointer format and as conll files. Does not contain the source texts

sparse-evolutionary-artificial-neural-networks icon sparse-evolutionary-artificial-neural-networks

Always sparse. Never dense. But never say never. A repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

tees icon tees

Turku Event Extraction System

verse icon verse

Vancouver Event and Relation System for Extraction

xai_resources icon xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

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