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Institut für Maschinelle Sprachverarbeitung
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Oberländer, Laura Ana Maria

Laura Ana Maria Oberländer

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Ehemalige Doktorandin
Institut für Maschinelle Sprachverarbeitung

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Publikationen

Adel, H., Bostan, L. A. M., Papay, S., Padó, S., & Klinger., R. (2018). DERE: A task and domain-independent slot filling framework for declarative relation extraction. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. http://aclweb.org/anthology/D18-2008
- BibTeX
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BibTeX
@inproceedings{adel2018domainindependent, abstract = {Most machine learning systems for natural language processing are tailored to specific tasks. As a result, comparability of models across tasks is missing and their applicability to new tasks is limited. This affects end users without machine learning experience as well as model developers. To address these limitations, we present DERE, a novel framework for declarative specification and compilation of template- based information extraction. It uses a generic specification language for the task and for data annotations in terms of spans and frames. This formalism enables the representation of a large variety of natural language processing challenges. The backend can be instantiated by dif- ferent models, following different paradigms. The clear separation of frame specification and model backend will ease the implementation of new models and the evaluation of different models across different tasks. Furthermore, it simplifies transfer learning, joint learning across tasks and/or domains as well as the assessment of model generalizability. DERE is available as open-source software.}, address = {Brussels, Belgium}, author = {Adel, Heike and Bostan, Laura Ana Maria and Papay, Sean and Padó, Sebastian and Klinger., Roman}, booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations}, title = {DERE: A task and domain-independent slot filling framework for declarative relation extraction}, url = {http://aclweb.org/anthology/D18-2008}, year = 2018 }
Link
http://aclweb.org/anthology/D18-2008
Bostan, L. A. M., & Klinger, R. (2018, August). A Survey on Annotated Data Sets for Emotion Classification in Text. Proceedings of COLING 2018, the 27th International Conference on Computational Linguistics. http://www.romanklinger.de/publications/BostanKlinger2018coling.pdf
- BibTeX
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BibTeX
@inproceedings{Bostan2018, address = {Santa Fe, USA}, author = {Bostan, Laura Ana Maria and Klinger, Roman}, booktitle = {Proceedings of COLING 2018, the 27th International Conference on Computational Linguistics}, month = {08}, title = {A Survey on Annotated Data Sets for Emotion Classification in Text}, url = {http://www.romanklinger.de/publications/BostanKlinger2018coling.pdf}, year = 2018 }
Link
http://www.romanklinger.de/publications/BostanKlinger2018coling.pdf
Bostan, L. A. M., Kim, E., & Klinger, R. (2019). GoodNewsEveryone: A Corpus of News Headlines Annotated with Emotions, Semantic Roles, and Reader Perception. CoRR, abs/1912.03184. http://dblp.uni-trier.de/db/journals/corr/corr1912.html#abs-1912-03184
- BibTeX
- Link
BibTeX
@article{journals/corr/abs-1912-03184, author = {Bostan, Laura Ana Maria and Kim, Evgeny and Klinger, Roman}, ee = {http://arxiv.org/abs/1912.03184}, journal = {CoRR}, title = {GoodNewsEveryone: A Corpus of News Headlines Annotated with Emotions, Semantic Roles, and Reader Perception.}, url = {http://dblp.uni-trier.de/db/journals/corr/corr1912.html#abs-1912-03184}, volume = {abs/1912.03184}, year = 2019 }
Link
http://dblp.uni-trier.de/db/journals/corr/corr1912.html#abs-1912-03184
Bostan, L. A. M., & Klinger, R. (2019, June). Exploring Fine-Tuned Embeddings that Model Intensifiers for Emotion Analysis. Proceedings of the 10th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis.
- BibTeX
BibTeX
@inproceedings{Bostan2019, address = {Minneapolis, USA}, author = {Bostan, Laura Ana Maria and Klinger, Roman}, booktitle = {Proceedings of the 10th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis}, month = {06}, note = {accepted}, organization = {Association for Computational Linguistics}, pdf = {http://www.romanklinger.de/publications/bostan2018.pdf}, title = {Exploring Fine-Tuned Embeddings that Model Intensifiers for Emotion Analysis}, year = 2019 }
Sabbatino, V., Bostan, L. A. M., & Klinger, R. (2020). Automatic Section Recognition in Obituaries. In N. Calzolari, K. Choukri, T. Declerck, H. Loftsson, B. Maegaard, J. Mariani, A. Moreno, J. Odijk, & S. Piperidis (eds.), Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC′20). European Language Resources Association (ELRA).
- BibTeX
BibTeX
@inproceedings{Sabbatino2020, address = {Marseille, France}, author = {Sabbatino, Valentino and Bostan, Laura Ana Maria and Klinger, Roman}, booktitle = {Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC'20)}, editor = {Calzolari, Nicoletta and Choukri, Khalid and Declerck, Thierry and Loftsson, Hrafn and Maegaard, Bente and Mariani, Joseph and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios}, language = {english}, month = {05}, pdf = {http://www.romanklinger.de/publications/valentino2020.pdf}, publisher = {European Language Resources Association (ELRA)}, title = {Automatic Section Recognition in Obituaries}, year = 2020 }

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