Tobias Hey, M.Sc.
- Researcher
- Office Hours: nach Vereinbarung
- Room: 031
CS 50.34 - Phone: +49 721 608-44765
- hey ∂does-not-exist.kit edu
Masterarbeit (2016): Kontext- und Korreferenzanalyse für gesprochene Sprache
Arbeitsgebiete
- Natural Language Processing (NLP)
- Traceability Link Recovery
Publications
PhD Theses
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Automatische Wiederherstellung von Nachverfolgbarkeit zwischen Anforderungen und Quelltext. PhD dissertation
Hey, T.
2023, September 25. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000162446
Journal Articles
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What’s the Matter? Knowledge Acquisition by Unsupervised Multi-Topic Labeling for Spoken Utterances
Weigelt, S.; Keim, J.; Hey, T.; Tichy, W. F.
2020. International Journal of Humanized Computing and Communication, 1 (1), 43–66. doi:10.35708/HCC1868-126364 -
Towards Programming in Natural Language: Learning New Functions from Spoken Utterances
Weigelt, S.; Steurer, V.; Hey, T.; Tichy, W. F.
2020. International journal of semantic computing, 14 (2), 249–272. doi:10.1142/S1793351X20400097 -
Detection of Control Structures in Spoken Utterances
Weigelt, S.; Hey, T.; Steurer, V.
2018. International journal of semantic computing, 12 (3), 335–360. doi:10.1142/S1793351X18400159 -
Context Model Acquisition from Spoken Utterances
Weigelt, S.; Hey, T.; Tichy, W. F.
2017. International journal of software engineering and knowledge engineering, 27 (9-10), 1439–1453. doi:10.1142/S0218194017400058
Conference Papers
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Knowledge-based Sense Disambiguation of Multiword Expressions in Requirements Documents
Hey, T.; Keim, J.; Tichy, W. F.
2021. 2021 IEEE 29th International Requirements Engineering Conference Workshops (REW), Notre Dame, IN, USA, 20-24 Sept. 2021, 70–76, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/REW53955.2021.00017 -
Improving Traceability Link Recovery Using Fine-grained Requirements-to-Code Relations
Hey, T.; Chen, F.; Weigelt, S.; Tichy, W. F.
2021. 37th IEEE International Conference on Software Maintenance and Evolution (ICSME), 27.9.-01.10.2021 Luxemburg, 12–22, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSME52107.2021.00008 -
NoRBERT: Transfer Learning for Requirements Classification
Hey, T.; Keim, J.; Koziolek, A.; Tichy, W. F.
2020. 2020 IEEE 28th International Requirements Engineering Conference (RE), 169–179, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/RE48521.2020.00028 -
Programming in Natural Language with fuSE : Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding
Weigelt, S.; Steurer, V.; Hey, T.; Tichy, W. F.
2020. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Ed.: D. Jurafsky, 4280–4295, Association for Computational Linguistics (ACL). doi:10.18653/v1/2020.acl-main.395 -
Roger that! Learning How Laypersons Teach New Functions to Intelligent Systems
Weigelt, S.; Steurer, V.; Hey, T.; Tichy, W. F.
2020. 14th IEEE International Conference on Semantic Computing : 3-5 February 2020, San Diego, California : proceedings, 93–100, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSC.2020.00020 -
Unsupervised Multi-Topic Labeling for Spoken Utterances
Weigelt, S.; Keim, J.; Hey, T.; Tichy, W. F.
2019. 2019 IEEE International Conference on Humanized Computing and Communication (HCC), 38–45, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/HCC46620.2019.00014 -
INDIRECT: Intent-driven Requirements-to-code Traceability
Hey, T.
2019. Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings (ICSE ’19), Montreal, Quebec, Canada — May 25 - 31, 2019, 190–191, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSE-Companion.2019.00078 -
Detection of Conditionals in Spoken Utterances
Weigelt, S.; Hey, T.; Steurer, V.
2018. 12th IEEE International Conference on Semantic Computing (ICSC 2018), Laguna Hills, California, 31st January - 2nd February 2018, 85–92, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSC.2018.00021 -
Integrating a Dialog Component into a Framework for Spoken Language Understanding
Weigelt, S.; Hey, T.; Landhäußer, M.
2018. RAISE’18: IEEE/ACM 6th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, Gothenburg, Sweden, May 27th 2018. doi:10.1145/3194104.3194105 -
Context Model Acquisition from Spoken Utterances
Weigelt, S.; Hey, T.; Tichy, W. F.
2017. SEKE 2017. The 29th International Conference on Software Engineering & Knowledge Engineering, Pittsburgh, PA, July 5 - 7, 2017, 201–206, Wyndham Pittsburgh University Center. doi:10.18293/SEKE2017-083 -
Deriving time lines from texts
Landhäußer, M.; Hey, T.; Tichy, W. F.
2014. 3rd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE’14), Hyderabad, India, May 31 - June 7, 2014, 45–51, Association for Computing Machinery (ACM). doi:10.1145/2593801.2593809
Reports/Preprints
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NoRBERT: Transfer Learning for Requirements Classification
Hey, T.; Keim, J.; Koziolek, A.; Tichy, W. F.
2022. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000150464
Research Data
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Dataset for Requirements Classification in Traceability Link Recovery Datasets
Hey, T.; Tichy, W. F.
2023. doi:10.5281/zenodo.7867845