Univ.-Prof. Dr. -Ing. Benjamin Roth, B.Sc. M.Sc.
1090 Wien
Raum : 05.17
Lehrveranstaltungen
Wintersemester 2026
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051080 LP Softwarepraktikum mit Bachelorarbeit
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053021 LP Praktikum Informatik 1
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053031 LP Praktikum Informatik 2
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053049 SE Masterseminar
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136041 SE Explainability for LLMs
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500501 SE Doktoranden Forschungsseminar - Data and Knowledge
Sommersemester 2026
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053049 SE Masterseminar
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053640 SE Master's Seminar
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500501 SE Doktoranden Forschungsseminar - Data and Knowledge
Wintersemester 2025
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053021 LP Praktikum Informatik 1
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053049 SE Masterseminar
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053631 LP Data Analysis Project
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136041 SE Explainability for LLMs
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500501 SE Doktoranden Forschungsseminar - Data and Knowledge
Publikationen
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency. / Kougia, Vasiliki (Korresp. Autor*in); Sedova, Anastasiia; Stephan, Andreas et al.
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing. Hrsg. / Dina Demner-Fushman; Sophia Ananiadou; Makoto Miwa; Kirk Roberts; Junichi Tsujii. Stroudsburg: Association for Computational Linguistics (ACL), 2024. S. 72-84.
Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed
Functionality learning through specification instructions. / Luz de Araujo, Pedro Henrique; Roth, Benjamin.
Findings of the Association for Computational Linguistics: EMNLP 2024. Hrsg. / Yaser Al-Onaizan; Mohit Bansal; Yun-Nung Chen. Kerrville: ACL Anthology, 2024. S. 10955-10990.
Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed
Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024). / Luz de Araujo, Pedro Henrique (Herausgeber*in); Baumann, Andreas (Herausgeber*in); Gromann, Dagmar (Herausgeber*in) et al.
Kerville: Association for Computational Linguistics (ACL), 2024.
Veröffentlichungen: Buch › Konferenz-/Tagungsband › Peer Reviewed
Text-Guided Alternative Image Clustering. / Stephan, Andreas (Korresp. Autor*in); Miklautz, Lukas; Leiber, Collin et al.
Proceedings of the 9th Workshop on Representation Learning for NLP (RepL4NLP-2024). Hrsg. / Chen Zhao; Marius Mosbach; Pepa Atanasova; Seraphina Goldfarb-Tarrent; Peter Hase; Arian Hosseini; Maha Elbayad; Sandro Pezzelle; Maximilian Mozes. Kerrville: ACL Anthology, 2024. S. 177-190.
Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed
Text-Guided Image Clustering. / Stephan, Andreas; Miklautz, Lukas; Sidak, Kevin et al.
18th Conference of the European Chapter of the Association for Computational Linguistics : Proceedings of the Conference, Vol. 1 (Long Papers). Hrsg. / Yvette Graham; Matthew Purver. Kerrville: ACL Anthology, 2024. S. 2960-2976.
Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision. / Sedova, Anastasiia; Roth, Benjamin.
EMNLP 2023 The 2023 Conference on Empirical Methods in Natural Language Processing: Proceedings of the Conference. Hrsg. / Houda Bouamor; Juan Pino; Kalika Bali. Stroudsburg: ACL Anthology, 2023. S. 4162-4176.
Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed
Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering. / Aßenmacher, Matthias (Korresp. Autor*in); Rauch, Lukas; Goschenhofer, Jann et al.
in: CEUR Workshop Proceedings, Band 3470, 09.2023, S. 65-73.
Veröffentlichungen: Beitrag in Fachzeitschrift › Meeting Abstract/Conference Paper › Peer Reviewed
ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion. / Sedova, Anastasiia; Roth, Benjamin.
The 61st Conference of the the Association for Computational Linguistics: Proceedings of the Conference Volume 2: Short Papers. Hrsg. / Anna Rogers; Jordan Boyd-Graber; Naoaki Okazaki. Stroudsburg: ACL Anthology, 2023. S. 1853-1863.
Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed
CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs. / Thoma, Lukas; Weyers, Ivonne; Çano, Erion et al.
The BabyLM Challenge at the 27th Conference on Computational Natural Language Learning: Proceedings of the BabyLM Challenge. Hrsg. / Alex Warstadt; Aaron Mueller; Leshem Choshen; Ethan Wilcox; Chengxu Zhuang; Juan Ciro; Rafael Mosquera; Bhargavi Paranjabe; Adina Williams; Tal Linzen; Ryan Cotterell. Stroudsburg: Association for Computational Linguistics (ACL), 2023. S. 180-185.
Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed
Cross-functional Analysis of Generalization in Behavioral Learning. / Luz de Araujo, Pedro Henrique; Roth, Benjamin.
in: Transactions of the Association for Computational Linguistics, Band 11, 2023, S. 1066-1081.
Veröffentlichungen: Beitrag in Fachzeitschrift › Artikel › Peer Reviewed
Projekte
Active Learning with Large Language Models for Cross-lingual Pseudo-labeling in Computational Social Science
Understanding Language in Context
Erkennung Impliziter Beleidigungen
Knowledge-infused Deep Learning for Natural Language Processing
Vorträge
Statistics chatbots in academia: Mapping psychology students’ conversations with a large language model (LLM)
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks
Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
Functionality learning through specification instructions
Text-Guided Image Clustering
MemeGraphs: Linking memes to knowledge graphs
ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion
Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal
Focused Contrastive Training for Test-based Constituency Analysis
Knodle: Modular Weakly Supervised Learning with PyTorch
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