Personal Information

Name

Pedro Santos
Position
Doctoral Researcher
Affiliation
UKP-TUDA
E-Mail
santos(at)ukp.informatik.tu-darmstadt.de
Phone

+49 (6151) 16 - 25299

Fax
+49 (6151) 16 - 25295
Office
S2|02 B117
Address

TU Darmstadt - FB 20
Hochschulstraße 10
64289 Darmstadt
Germany

 

Web

Google Scholar
LinkedIn
Github

 

 

Work Information

My research interests include

  • Machine learning with multimodal data;
  • Social signal processing;
  • Software engineering.

Publications

Additional Attributes

Type

A domain-agnostic approach for opinion prediction on speech

Pedro Bispo Santos, Lisa Beinborn, Iryna Gurevych
In: Proceedings of the Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media held in conjunction with the 26th International Conference on Computational Linguistics, p. 163-172, December 2016
[Online-Edition: https://github.com/UKPLab/coling-peoples2016-opinion-prediction]
[Inproceedings]

Counting What Counts: Decompounding for Keyphrase Extraction

Nicolai Erbs, Pedro Bispo Santos, Torsten Zesch, Iryna Gurevych
In: Proceedings of the ACL 2015 Workshop on Novel Computational Approaches to Keyphrase Extraction, p. 10-17, July 2015
[Online-Edition: Technische Universität Darmstadt, 2015]
[Inproceedings]

DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments

Nicolai Erbs, Pedro Bispo Santos, Iryna Gurevych, Torsten Zesch
In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics. System Demonstrations, p. 31-36, June 2014
Association for Computational Linguistics
[Online-Edition: https://github.com/dkpro/dkpro-keyphrases]
[Inproceedings]

Using compound lists for German decompounding in a back-off scenario

Pedro Bispo Santos
In: Workshop on Computational, Cognitive, and Linguistic Approaches to the Analysis of Complex Words and Collocations (CCLCC 2014), p. 51-55, 2014
[Inproceedings]

Software Projects

I participated in the development of the following software projects:

Teaching

I conducted a DKPro Core tutorial in the Hochschule Darmstadt on the 11th November, 2015. The material can be obtained in the following link.

Courses which I was involved:

 

Students which worked under my supervision:

  • Kunal Saxena (with Prof. Dr. Iryna Gurevych): Automatic prediction of debaters' success: A case-study on Intelligence Squared. Master Thesis. Computer Science Department. Technische Universität Darmstadt.
    • Paul Michael Burkhardt (with Prof. Dr. Iryna Gurevych): Automatic prediction of students' personality, academic self-concept and intelligence. Bachelor Thesis. Computer Science Department. Technische Universität Darmstadt.
    • Sebastian Kneise (with Nicolai Erbs and Prof. Dr. Iryna Gurevych): Understanding the incomprehensible: Analyzing user annotations. Master Thesis. Computer Science Department. Technische Universität Darmstadt.
    • Yan Shao (2015, internship).

    Biographical Information

    I hold a Master of Science in Computer Science from the Federal University of Rio Grande do Sul, Brazil.

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