A Baseline Document Planning Method for Automated Journalism

no code implementations • NoDaLiDa 2021 • Leo Leppänen, Hannu Toivonen

In this work, we present a method for content selection and document planning for automated news and report generation from structured statistical data such as that offered by the European Union’s statistical agency, EuroStat.

EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions

no code implementations • EACL (Hackashop) 2021 • Senja Pollak, Marko Robnik-Šikonja, Matthew Purver, Michele Boggia, Ravi Shekhar, Marko Pranjić, Salla Salmela, Ivar Krustok, Tarmo Paju, Carl-Gustav Linden, Leo Leppänen, Elaine Zosa, Matej Ulčar, Linda Freienthal, Silver Traat, Luis Adrián Cabrera-Diego, Matej Martinc, Nada Lavrač, Blaž Škrlj, Martin Žnidaršič, Andraž Pelicon, Boshko Koloski, Vid Podpečan, Janez Kranjc, Shane Sheehan, Emanuela Boros, Jose G. Moreno, Antoine Doucet, Hannu Toivonen

This paper presents tools and data sources collected and released by the EMBEDDIA project, supported by the European Union’s Horizon 2020 research and innovation program.

Unsupervised Learning of Cross-Lingual Symbol Embeddings Without Parallel Data

no code implementations • WS 2019 • Mark Granroth-Wilding, Hannu Toivonen

Data-Driven News Generation for Automated Journalism

no code implementations • WS 2017 • Leo Lepp{\"a}nen, Myriam Munezero, Mark Granroth-Wilding, Hannu Toivonen

Despite increasing amounts of data and ever improving natural language generation techniques, work on automated journalism is still relatively scarce.

News Generation

DopeLearning: A Computational Approach to Rap Lyrics Generation

1 code implementation • 18 May 2015 • Eric Malmi, Pyry Takala, Hannu Toivonen, Tapani Raiko, Aristides Gionis

First, we develop a prediction model to identify the next line of existing lyrics from a set of candidate next lines.

``Let Everything Turn Well in Your Wife'': Generation of Adult Humor Using Lexical Constraints

no code implementations • ACL 2013 • Aless Valitutti, ro, Hannu Toivonen, Antoine Doucet, Jukka M. Toivanen