Name: Jenna Kanerva
Type: User
Company: TurkuNLP, University of Turku
Bio: Postdoctoral researcher at TurkuNLP language technology group, University of Turku, Finland
Location: Finland
Blog: https://turkunlp.github.io/
Jenna Kanerva's Projects
Sequence tagger on top of BERT representation (pytorch, pytorch-lightning)
Simple functions to process conllu files in python3
Finnish Semantic Role Labeling
Analogy data for Finnish word vector evaluation
A place where I can store code for processing Finnish parsebank lemmas
Deep Learning for humans
http://bionlp-www.utu.fi/.ginter/maastereotypiat/map.html
Models built with TensorFlow
Android game
Various jupyter notebooks
Open Source Neural Machine Translation in PyTorch
Trying to get familiar with pytorch. Tagger network, e.g. for part-of-speech tagging.
A python reader for processing Suomi24 data (http://urn.fi/urn:nbn:fi:lb-2019021101)
A machine learning tool to predict 2nd layer dependencies for Finnish syntactic trees annotated based on Stanford Dependencies scheme.
Simple Finnish sentiment data created by JLKK2016 students during demonstrations and exercise work.
Text generation models
A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.
Instructions how to download and run ready made models for more than 50 languages: https://turkunlp.github.io/Turku-neural-parser-pipeline/