Benjamin Heinzerling

Benjamin Heinzerling

Doctoral researcher

+49 6221 533 238

Schloss-Wolfsbrunnenweg 35
69118 Heidelberg

Office: HITS 0.11

Bio

Benjamin Heinzerling is a PhD Student in the Natural Language Processing (NLP) Group at the Heidelberg Institute for Theoretical Studies (HITS), where he is working on entity linking.

As entity linking involves several interdependent subtasks, and entities are involved in several interdependent NLP tasks, Benjamin is especially interested in modeling and exploiting these interdependencies in an efficient manner.

Benjamin's further research interests include applications of entity linking, e.g. in automatic summarization.

Benjamin studied Computational Linguistics and Japanese Studies at the University of Heidelberg, Germany.

AIPHES area

Working in Guiding Theme A1: Entity Linking/Cross-document Coreference Resolution with Prof. Dr. Michael Strube

Publications

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Gruppiere nach: Publikationsjahr | Typ des Eintrags | Keine Gruppierung
Springe zu: 2019 | 2018 | 2017 | 2015
Anzahl der Einträge: 7.

2019

López, Federico ; Heinzerling, Benjamin ; Strube, Michael (2019):
Fine-Grained Entity Typing in Hyperbolic Space.
Florence, Italy, In: 4th Workshop on Representation Learning for NLP (RepL4NLP), [Online-Edition: https://arxiv.org/pdf/1906.02505.pdf],
[Konferenzveröffentlichung]

2018

Zopf, Markus ; Botschen, Teresa ; Falke, Tobias ; Heinzerling, Benjamin ; Marasovic, Ana ; Mihaylov, Todor ; P. V. S., Avinesh ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Frank, Anette (2018):
What's Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization.
[Online-Edition: https://ieeexplore.ieee.org/document/8554853],
[Konferenzveröffentlichung]

2017

Heinzerling, Benjamin ; Moosavi, Nafise Sadat ; Strube, Michael (2017):
Revisiting Selectional Preferences for Coreference Resolution.
In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, [Online-Edition: http://aclweb.org/anthology/D17-1138],
[Konferenzveröffentlichung]

Heinzerling, Benjamin ; Strube, Michael (2017):
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages.
In: CoRR, [Online-Edition: http://www.lrec-conf.org/proceedings/lrec2018/pdf/1049.pdf],
[Artikel]

Heinzerling, Benjamin ; Strube, Michael ; Lin, Chin-Yew (2017):
Trust, but verify! Better entity linking through automatic verification.
In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, Valencia, Spain, 3--7 April 2017, [Online-Edition: http://aclweb.org/anthology/E17-1078],
[Konferenzveröffentlichung]

2015

Heinzerling, Benjamin ; Strube, Michael (2015):
HITS at TAC KBP 2015: Entity discovery and linking, and event nugget detection.
In: Proceedings of the Text Analysis Conference, [Online-Edition: https://tac.nist.gov/publications/2015/participant.papers/TA...],
[Konferenzveröffentlichung]

Heinzerling, Benjamin ; Strube, Michael (2015):
Visual Error Analysis for Entity Linking.
In: Proceedings of ACL-IJCNLP 2015 System Demonstrations, [Online-Edition: http://www.aclweb.org/anthology/P15-4007],
[Konferenzveröffentlichung]

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