Fakultät für Informatik

Univ.-Prof. Dr. -Ing. Benjamin Roth, B.Sc. M.Sc.

Benjamin Roth
Forschungsgruppe Data Mining and Machine Learning
Kolingasse 14-16
1090 Wien
Raum : 05.17
T: +43-1-4277-79513
benjamin.roth(at)univie.ac.at
u:cris-Portal

Lehrveranstaltungen

Publikationen

Knodle: Modular Weakly Supervised Learning with PyTorch. / Sedova, Anastasiia; Stephan, Andreas; Speranskaya, Marina et al.
The 6th Workshop on Representation Learning for NLP - proceedings of the workshop : August 6, 2021, Bangkok, Thailand (online) : RepL4NLP 2021. Hrsg. / Anna Rogers. Stroudsburg, PA: Association for Computational Linguistics (ACL), 2021. S. 100-111.

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.18653/v1/2021.repl4nlp-1.12

Ranking vs. classifying: Measuring knowledge base completion quality. / Speranskaya, Marina; Schmitt, Martin; Roth, Benjamin.
2021. Beitrag in Automated Knowledge Base Construction.

Veröffentlichungen: Beitrag zu Konferenz › Paper › Peer Reviewed

Python for Linguists: Python for Linguists. By Michael Hammond ( University of Arizona). Cambridge University Press, 2020, 310 pp; paperback, ISBN 9781108737074. / Roth, Benjamin; Wiegand, Michael.
in: Computational Linguistics, Band 47, Nr. 1, 2021, S. 217-220.

Veröffentlichungen: Anderer Beitrag in Periodikum › Rezension

doi.org/10.1162/coli_r_00400
41 - 43 von 43

Projekte

Active Learning with Large Language Models for Cross-lingual Pseudo-labeling in Computational Social Science

Roth, Benjamin (Projektleiter*in), Karan, Vanja (Co-Projektleiter*in)
01/09/2025 31/08/2027
Laufend

Understanding Language in Context

Schuster, Sebastian (Projektkoordinator*in), Roth, Benjamin (Projektleiter*in)
01/04/2025 31/03/2033
Laufend

Erkennung Impliziter Beleidigungen

Wiegand, Michael (Projektleiter*in), Roth, Benjamin (Co-Projektleiter*in), Ruppenhofer, Josef (Co-Projektleiter*in)
01/07/2024 30/06/2027
Laufend

Knowledge-infused Deep Learning for Natural Language Processing

Roth, Benjamin (Projektleiter*in), Plant, Claudia (Co-Projektleiter*in)
01/09/2020 31/08/2028
Laufend

Vorträge

Statistics chatbots in academia: Mapping psychology students’ conversations with a large language model (LLM)

Leonardo Bergmann , Luis Britz , Benjamin Roth , Ulrich Tran
18th Congress of the Differential Psychology, Personality Psychology and Psychological Assessment
Konferenz, Vortrag
24.9.2025

From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks

Andreas Stephan , Benjamin Roth
<br/>The 63rd Annual Meeting of the Association for Computational Linguistics
Konferenz, Vortrag
..2025

Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles

Yuxi Xia , Benjamin Roth
<br/>The 63rd Annual Meeting of the Association for Computational Linguistics
Konferenz, Vortrag
..2025

Tutorial on “Open Source Language Models”

Benjamin Roth
Vortrag
15.4.2024

Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency

Vasiliki Kougia , Benjamin Roth
62nd Annual Meeting of the Association for Computational Linguistics
Konferenz, Vortrag
..2024

Functionality learning through specification instructions

Benjamin Roth , Pedro Henrique Luz de Araujo
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
Konferenz, Vortrag
..2024

Text-Guided Image Clustering

Andreas Stephan , Benjamin Roth
18th Conference of the European Chapter of the Association for Computational Linguistics
Konferenz, Vortrag
..2024

Tutorial on "Weak Supervision for Information Extraction from Text"

Benjamin Roth
Vortrag
29.9.2023

MemeGraphs: Linking memes to knowledge graphs

Vasiliki Kougia , Thomas Kirchmair , Erion Çano , S. Bahariou , S. Sharifzadeh , Benjamin Roth
International Conference on Document Analysis and Recognition (ICDAR)
Konferenz, Vortrag
21.8.2023 - 26.8.2023

ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion

Benjamin Roth , Anastasiia Sedova
The 61st Annual Meeting of the Association for Computational Linguistics
Konferenz, Vortrag
..2023

Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal

Anastasiia Sedova , Benjamin Roth
20th International Workshop on Mining and Learning with Graphs
Seminar/Workshop, Vortrag
..2023

Focused Contrastive Training for Test-based Constituency Analysis

Benjamin Roth , Erion Çano
NeurIPS 2021 Workshop on Self-Supervised Learning
Seminar/Workshop, Vortrag
14.12.2021

Weakly supervised machine learning for text analysis

Benjamin Roth
Vortrag
27.4.2021

Automating linguistic tests using pre-trained language models

Benjamin Roth
Vortrag
19.1.2021

Knodle: Modular Weakly Supervised Learning with PyTorch

Anastasiia Sedova , Benjamin Roth
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing
Konferenz, Vortrag
..2021