Search Results for author: Kai Eckert

Found 10 papers, 5 papers with code

Cyberbullying Detection in Social Networks Using Deep Learning Based Models; A Reproducibility Study

1 code implementation19 Dec 2018 Maral Dadvar, Kai Eckert

Our findings show that the deep learning based models outperform the machine learning models previously applied to the same YouTube dataset.

BIG-bench Machine Learning

X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents

1 code implementation30 May 2022 Sotaro Takeshita, Tommaso Green, Niklas Friedrich, Kai Eckert, Simone Paolo Ponzetto

The number of scientific publications nowadays is rapidly increasing, causing information overload for researchers and making it hard for scholars to keep up to date with current trends and lines of work.

Extreme Summarization Machine Translation +1

A Large DataBase of Hypernymy Relations Extracted from the Web.

no code implementations LREC 2016 Julian Seitner, Christian Bizer, Kai Eckert, Stefano Faralli, Robert Meusel, Heiko Paulheim, Simone Paolo Ponzetto

Hypernymy relations (those where an hyponym term shares a {``}isa{''} relationship with his hypernym) play a key role for many Natural Language Processing (NLP) tasks, e. g. ontology learning, automatically building or extending knowledge bases, or word sense disambiguation and induction.

Word Sense Disambiguation

Towards Automated Survey Variable Search and Summarization in Social Science Publications

no code implementations14 Sep 2022 Yavuz Selim Kartal, Sotaro Takeshita, Tornike Tsereteli, Kai Eckert, Henning Kroll, Philipp Mayr, Simone Paolo Ponzetto, Benjamin Zapilko, Andrea Zielinski

Nowadays there is a growing trend in many scientific disciplines to support researchers by providing enhanced information access through linking of publications and underlying datasets, so as to support research with infrastructure to enhance reproducibility and reusability of research results.

Variable Detection

Balancing of competitive two-player Game Levels with Reinforcement Learning

no code implementations7 Jun 2023 Florian Rupp, Manuel Eberhardinger, Kai Eckert

The balancing process for game levels in a competitive two-player context involves a lot of manual work and testing, particularly in non-symmetrical game levels.

reinforcement-learning

ROUGE-K: Do Your Summaries Have Keywords?

no code implementations8 Mar 2024 Sotaro Takeshita, Simone Paolo Ponzetto, Kai Eckert

Keywords, that is, content-relevant words in summaries play an important role in efficient information conveyance, making it critical to assess if system-generated summaries contain such informative words during evaluation.

Extreme Summarization

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