Erik-Lân Do Dinh

Dipl.-Math. Erik-Lân Do Dinh

Doctoral researcher

+49 6151 16-25297
+49 6151 16-25295

Hochschulstraße 10
64289 Darmstadt

Office: S2|02 B111

Research interests

  • Digital Humanities
  • Supervised and weakly supervised machine learning
  • Metaphor and Non-Literal Language

Projects

Natur und Staat – Together with Alexandra Núnez (linguistics) and Malte Gerloff (philosophy) I have worked on the corpus “Natur und Staat” (1903-1911), a collection of “Preisschriften” concerning the interpretation of Darwin's theories in political and sociological context.

Student guidance

I currently co-supervise or have co-supervised the following students and research assistants

  • Susi Lee: Finding Conceptual Metaphors with Semantically Enriched Embeddings (BSc final thesis, 2018)
  • Hannah Wieland: Crowd Sourcing Novel Metaphor Annotations, (BSc final thesis, 2017)
  • Hanish Goel: Automatic Adaptation and Creation of Domain-specific Lexical Resources for Opinion Mining (MSc final thesis, 2017)
  • Heiko Reinemuth: Noisy Text Normalization with Character-based Recurrent Neural Networks (BSc final thesis, 2016)
  • Deborah Buth: Corpus-Based OCR Post-Processing of German Historical Texts (MSc final thesis, 2015)
  • Ute Winchenbach: Opinion Mining on German Historical Texts (BSc final thesis, 2015)

Biographical information

I hold a Diplom (equiv. to M.Sc.) in Mathematics from Technische Universität Darmstadt. In November 2014 I was granted a 3-year PhD scholarship with the program “Knowledge Discovery in Scientific Literature” (KDSL) at the TU Darmstadt.

Publications

Gruppiere nach: Datum | Typ des Eintrags | Keine Gruppierung
Springe zu: 2018 | 2017 | 2016 | 2015 | 2013
Anzahl der Einträge: 13.

2018

Núñez, Alexandra ; Gerloff, Malte ; Do Dinh, Erik-Lân ; Rapp, Andrea ; Gehring, Petra ; Gurevych, Iryna :
A ‘wind of change’—shaping public opinion of the Arab Spring using metaphors.
[Online-Edition: http://dx.doi.org/10.1093/llc/fqy058]
In: Digital Scholarship in the Humanities
[Artikel] , (2018)

Do Dinh, Erik-Lân ; Gurevych, Iryna ; Gehring, Petra :
Filter and Annotate: Towards Automatic Identification of Genuine Metaphoricity.
[Online-Edition: https://fileserver.ukp.informatik.tu-darmstadt.de/UKP_Webpag...]
In: The 14th eScience IEEE International Conference, 29.10.2018--01.11.2018, Amsterdam, Netherlands. Proceedings of the 14th eScience IEEE International Conference
[Konferenz- oder Workshop-Beitrag] , (2018) (Im Druck)

Do Dinh, Erik-Lân ; Wieland, Hannah ; Gurevych, Iryna :
Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations.
[Online-Edition: https://aclanthology.coli.uni-saarland.de/papers/D18-1171/d1...]
In: The 2018 Conference on Empirical Methods in Natural Language Processing, 31.10.2018--04.11.2018, Brussels, Belgium. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
[Konferenz- oder Workshop-Beitrag] , (2018)

Do Dinh, Erik-Lân ; Eger, Steffen ; Gurevych, Iryna :
One Size Fits All? A imple LSTM for Non-literal Token- and construction-level Classification.
[Online-Edition: http://aclweb.org/anthology/W18-4508]
In: LaTeCH-CLfL 2018, 25.08.2018, Santa Fe, NM, USA. Proceedings of LaTeCH-CLfL 2018
[Konferenz- oder Workshop-Beitrag] , (2018)

Do Dinh, Erik-Lân ; Eger, Steffen ; Gurevych, Iryna :
Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language Detection.
[Online-Edition: http://aclweb.org/anthology/C18-1132]
In: The 27th International Conference on Computational Linguistics (COLING 2018), 20.08.2018--26.08.2018, Santa Fe, NM, USA. Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018)
[Konferenz- oder Workshop-Beitrag] , (2018)

2017

Núñez, Alexandra ; Gerloff, Malte ; Do Dinh, Erik-Lân ; Rapp, Andrea ; Gehring, Petra ; Gurevych, Iryna :
A "Wind of Change" - Shaping Public Opinion of the "Arab Spring" Using Metaphors.
[Online-Edition: https://dh2017.adho.org/abstracts/041/041.pdf]
Proceedings of the Digital Humanities 2017 ADHO
[Konferenz- oder Workshop-Beitrag] , (2017)

Eger, Steffen ; Do Dinh, Erik-Lân ; Kuznetsov, Ilia ; Kiaeeha, Masoud ; Gurevych, Iryna :
EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION.
[Online-Edition: http://aclweb.org/anthology/S17-2163]
Proceedings of the International Workshop on Semantic Evaluation Association for Computational Linguistics
[Konferenz- oder Workshop-Beitrag] , (2017)

2016

Schnober, Carsten ; Eger, Steffen ; Do Dinh, Erik-Lân ; Gurevych, Iryna :
Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks.
[Online-Edition: http://aclweb.org/anthology/C16-1160]
Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers The COLING 2016 Organizing Committee
[Konferenz- oder Workshop-Beitrag] , (2016)

Do Dinh, Erik-Lân ; Gurevych, Iryna :
Token-Level Metaphor Detection using Neural Networks.
[Online-Edition: http://www.aclweb.org/anthology/W16-1104]
Proceedings of The Fourth Workshop on Metaphor in NLP held in conjunction with NAACL 2016 Association for Computational Linguistics
[Konferenz- oder Workshop-Beitrag] , (2016)

Do Dinh, Erik-Lân ; Gerloff, Malte ; Núñez, Alexandra :
Metaphern digital - Auf dem Weg von der Annotation zur automatischen Detektion.
[Online-Edition: http://www.dhd2016.de/abstracts/posters-011.html#publikationen#index.xml-b...]
Konferenzabstracts DHd 2016 Nisaba Verlag
[Konferenz- oder Workshop-Beitrag] , (2016)

2015

Do Dinh, Erik-Lân ; Eckart de Castilho, Richard ; Gurevych, Iryna :
In-tool Learning for Selective Manual Annotation in Large Corpora.
[Online-Edition: http://www.aclweb.org/anthology/P15-4003]
Proceedings of ACL-IJCNLP 2015 System Demonstrations Association for Computational Linguistics and The Asian Federation of Natural Language Processing
[Konferenz- oder Workshop-Beitrag] , (2015)

Núñez, Alexandra ; Gerloff, Malte ; Do Dinh, Erik-Lân ; Rapp, Andrea ; Gehring, Petra ; Gurevych, Iryna :
Natur und Staat: Automatische Metapherndetektion im biopolitischen Diskurs des 20. Jahrhunderts.
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...]

[Anderes] , (2015)

2013

Do Dinh, Erik-Lân :
Automatic Identification of Novel Metaphoric Expressions.
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...]
Technische Universität Darmstadt
[Masterarbeit] , (2013)

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