This picture showsDominik Schlechtweg

Dominik Schlechtweg

Institute for Natural Language Processing (IMS)

Contact

+49 711 685-84582

Pfaffenwaldring 5 b
Stuttgart
Deutschland
Room: 01.012

Office Hours

Upon email request.

Subject

I'm a PhD student working together with Sabine Schulte im Walde on automatic detection of lexical semantic change.

Find more information on my website.

  1. J. Kaiser, D. Schlechtweg, and S. Schulte im Walde, “OP-IMS @ DIACR-Ita: Back to the Roots: SGNS+OP+CD still rocks Semantic Change Detection,” in Proceedings of the 7th evaluation campaign of Natural Language Processing and Speech tools for Italian (EVALITA 2020), Online, 2020, [Online]. Available: https://arxiv.org/abs/2011.03258.
  2. S. Laicher, G. Baldissin, E. Castaneda, D. Schlechtweg, and S. Schulte im Walde, “CL-IMS @ DIACR-Ita: Volente o Nolente: BERT does not outperform SGNS on Semantic Change Detection,” in Proceedings of the 7th evaluation campaign of Natural Language Processing and Speech tools for Italian (EVALITA 2020), Online, 2020.
  3. J. Kaiser, D. Schlechtweg, S. Papay, and S. Schulte im Walde, “IMS at SemEval-2020 Task 1: How low can you go? Dimensionality in Lexical Semantic Change Detection,” Barcelona, Spain, 2020, [Online]. Available: https://arxiv.org/abs/2008.03164.
  4. D. Schlechtweg, B. McGillivray, S. Hengchen, H. Dubossarsky, and N. Tahmasebi, “SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection,” Barcelona, Spain, 2020, [Online]. Available: https://arxiv.org/abs/2007.11464.
  5. A. Hätty, D. Schlechtweg, M. Dorna, and S. Schulte im Walde, “Predicting Degrees of Technicality in Automatic Terminology Extraction,” in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Online, pp. 2883--2889, doi: 10.18653/v1/2020.acl-main.258.
  6. R. Alatrash, D. Schlechtweg, J. Kuhn, and S. Schulte im Walde, “CCOHA: Clean Corpus of Historical American English,” in Proceedings of The 12th Language Resources and Evaluation Conference, Marseille, France, pp. 6958--6966, [Online]. Available: https://www.aclweb.org/anthology/2020.lrec-1.859.
  7. D. Schlechtweg and S. Schulte im Walde, “Simulating Lexical Semantic Change from Sense-Annotated Data,” in The Evolution of Language: Proceedings of the 13th International Conference (EvoLang13), 2020, doi: 10.17617/2.3190925.
  8. A. Ahmad, K. Desta, F. Lang, and D. Schlechtweg, “Shared Task: Lexical Semantic Change Detection in German,” CoRR, vol. abs/2001.07786, 2020, [Online]. Available: https://arxiv.org/abs/2001.07786.
  9. D. Schlechtweg, C. Oguz, and S. Schulte im Walde, “Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling,” in Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Florence, Italy, pp. 24--30, doi: 10.18653/v1/W19-4803.
  10. H. Dubossarsky, S. Hengchen, N. Tahmasebi, and D. Schlechtweg, “Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change.,” in ACL (1), 2019, pp. 457–470, [Online]. Available: https://www.aclweb.org/anthology/P19-1044/.
  11. A. Hätty, D. Schlechtweg, and S. Schulte im Walde, “SURel: A Gold Standard for Incorporating Meaning Shifts into Term Extraction.,” in *SEM@NAACL-HLT, 2019, pp. 1–8, [Online]. Available: https://www.aclweb.org/anthology/S19-1001/.
  12. D. Schlechtweg, A. Hätty, M. Del Tredici, and S. Schulte im Walde, “A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains.,” in ACL (1), 2019, pp. 732–746, [Online]. Available: https://www.aclweb.org/anthology/P19-1072/.
  13. D. Schlechtweg and S. Schulte im Walde, “Distribution-based prediction of the degree of grammaticalization for German prepositions,” in The Evolution of Language: Proceedings of the 12th International Conference (EVOLANGXII), 2018, [Online]. Available: https://evolang.org/torun/proceedings/papertemplate.html?p=169.
  14. D. Schlechtweg, S. Schulte im Walde, and S. Eckmann, “Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change.,” in NAACL-HLT (2), 2018, pp. 169–174, [Online]. Available: https://www.aclweb.org/anthology/N18-2027/.
  15. D. Schlechtweg, S. Eckmann, E. Santus, S. Schulte im Walde, and D. Hole, “German in Flux: Detecting Metaphoric Change via Word Entropy.,” in CoNLL, 2017, pp. 354–367, [Online]. Available: https://www.aclweb.org/anthology/K17-1036/.
  16. V. Shwartz, E. Santus, and D. Schlechtweg, “Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection.,” in EACL (1), 2017, pp. 65–75, [Online]. Available: https://www.aclweb.org/anthology/E17-1007/.
  17. D. Schlechtweg, “Exploitation of Co-reference in Distributional Semantics.,” in LREC, 2016, [Online]. Available: http://www.lrec-conf.org/proceedings/lrec2016/summaries/195.html.
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