Leon Derczynski

Publikation

Publikationer pr. år 2018 2019 2020 2021 2022

• 28 Konferencebidrag i proceedings
• 4 Tidsskriftartikel
• 2 Paper

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2022

  Bridging the Domain Gap for Stance Detection for the Zulu language

  Dlamini, G., BEKKOUCH, I. E. I., Khan, A. & Derczynski, L., 1 sep. 2022, Proceedings of the 2022 Intelligent Systems Conference (IntelliSys). Springer, Cham, s. 312-325

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Stance Detection 100%
  • Zulu Language 100%
  • Domain Gap 100%
  • Misinformation 100%
  • Target Language 100%

• Handling and Presenting Harmful Text in NLP Research

  Kirk, H. R., Birhane, A., Vidgen, B. & Derczynski, L., 2022, Findings of EMNLP. Association for Computational Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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• Modelling Persuasion through Misuse of Rhetorical Appeals

  Pauli, A. B., Derczynski, L. & Assent, I., 2022, Proc. Workshop on NLP for Positive Impact. Association for Computational Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

• Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction

  Jurewicz, M. & Derczynski, L., jul. 2022, Proceedings on the International Joint Conferences on Artificial Intelligence.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Neural Network 100%
  • Interdependence 100%
  • Transformer 100%
  • Permutation 100%
  • Cardinality 66%
• 2021

  Abusive Language Recognition in Russian

  Saitov, K. & Derczynski, L., 20 apr. 2021, Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing. Association for Computational Linguistics, s. 20-25

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Automatic Detection 100%
  • Language Recognition 100%
  • Multiple Domain 50%
  • Machine Learning Approach 50%
  • Competitive Performance 25%

• An IDR Framework of Opportunities and Barriers between HCI and NLP

  Inie, N. & Derczynski, L., 20 apr. 2021, Proceedings of the First Workshop on Bridging Human–Computer Interaction and Natural Language Processing: HCINLP. Association for Computational Linguistics, s. 101-108

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Interdisciplinary Research 100%
  • Natural Language Processing 100%
  • Human Computer Interaction 100%
  • Research Collaboration 50%
  • Field Research 50%

• Annotating Online Misogyny

  Zeinert, P., Inie, N. & Derczynski, L., 3 aug. 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). Association for Computational Linguistics, s. 3181–3197

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Online Misogyny 100%
  • Annotation 100%
  • Social Media 100%
  • Social Consequence 100%
  • Written Language 100%

• DanFEVER: claim verification dataset for Danish

  Nørregaard, J. & Derczynski, L., 1 jun. 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa). Northern European Association for Language Technology (NEALT)

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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• Discriminating Between Similar Nordic Languages

  Haas, R. & Derczynski, L., 20 apr. 2021, Proceedings of the Eighth Workshop on NLP for Similar Languages, Varieties and Dialects. Association for Computational Linguistics, s. 67–75

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Nordic Languages 100%
  • Language Identification 100%
  • Automatic Language Identification 66%
  • Danish Language 50%
  • Swedish 50%

• Hyperparameter Power Impact in Transformer Language Model Training

  Puvis de Chavannes, L. H., Kongsbak, M. G. K., Rantzau, T. & Derczynski, L., 1 nov. 2021, Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing. Association for Computational Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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• PROCAT: Product Catalogue Dataset for Implicit Clustering, Permutation Learning and Structure Prediction

  Jurewicz, M. & Derczynski, L., 1 dec. 2021, Thirty-fifth Conference on Neural Information Processing Systems: Datasets and Benchmarks Track. 2021 udg. Bind 1.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Product Catalog 100%
  • Learning Prediction 100%
  • Permutation Learning 100%
  • Permutation Structures 100%
  • Structure Prediction 100%

• The Danish Gigaword Corpus

  Derczynski, L., Ciosici, M. R., Baglini, R., Christiansen, M., Dalsgaard, J. A., Fusaroli, R., Henrichsen, P. J., Hvingelby, R., Kirkedal, A. S., Kjeldsen, A. S., Ladefoged, C., Nielsen, F. Å., Madsen, J., Petersen, M. L., Rystrøm, J. H. & Varab, D., 1 jun. 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa). Northern European Association for Language Technology (NEALT)

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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• 2020

  Accelerated High-Quality Mutual-Information Based Word Clustering

  Ciosici, M. R., Assent, I. & Derczynski, L., 1 maj 2020, Proceedings of The 12th Language Resources and Evaluation Conference. Marseille, France: European Language Resources Association, s. 2484-2489 6 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Mutual Information 100%
  • Information-centric 100%
  • Brown Clustering 100%
  • Efficient Implementation 100%
  • Applicability 50%

• Detection and Resolution of Rumors and Misinformation with NLP

  Derczynski, L. & Zubiaga, A., dec. 2020, Proceedings of the 28th International Conference on Computational Linguistics: Tutorial Abstracts. Barcelona, Spain (Online): Association for Computational Linguistics, s. 22-26

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Misinformation Detection 100%
  • Misinformation 100%
  • Knowledge Base 100%
  • Deception 100%
  • Type Analysis 100%

• Maintaining quality in FEVER annotation

  Schulte, H., Binau, J. & Derczynski, L., 9 jul. 2020, Proceedings of the Third Workshop on Fact Extraction and VERification (FEVER): Association for Computational Linguistics. Association for Computational Linguistics, s. 42-46

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Fever 100%
  • Information Theory 33%
  • Learning Systems 33%
  • Automatic Annotation 33%
  • Task Utility 33%

• Offensive Language and Hate Speech Detection for Danish

  Sigurbergsson, G. & Derczynski, L., 1 maj 2020, Proceedings of the International Conference on Language Resources and Evaluation: LREC 2020. European Language Resources Association, s. 3498–3508

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • F1 Score 100%
  • Hate Speech Detection 100%
  • Offensive Language 100%
  • Performing System 100%
  • Speech Detection 100%

• SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020)

  Zampieri, M., Nakov, P., Rosenthal, S., Atanasova, P., Karadzhov, G., Mubarak, H., Derczynski, L., Pitenis, Z. & Coltekin, C., dec. 2020, Proceedings of the Fourteenth Workshop on Semantic Evaluation. Barcelona (online): Association for Computational Linguistics, s. 1425-1447 23 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Social Media 100%
  • SemEval 100%
  • Offensive Language Identification 100%
  • Language Identification 100%
  • System Description 50%

• The Rumour Mill: Making the Spread of Misinformation Explicit and Tangible

  Inie, N., Falk Olesen, J. & Derczynski, L., apr. 2020, The ACM CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Misinformation 100%
  • Artificial Intelligence 100%
  • NLP Technology 50%
  • Natural Language Text 50%
  • Spreading Rumors 50%
• 2019

  Bornholmsk Natural Language Processing: Resources and Tools

  Derczynski, L. & Kjeldsen, A. S., 2019, Proceedings of the Nordic Conference of Computational Linguistics (2019). Linköping University Electronic Press, s. 338–344 (NEALT (Northern European Association of Language Technology) Proceedings Series).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Natural Language Processing 100%
  • Familia 50%
  • Bornholm 50%
  • Nordic Languages 50%
  • NLP Model 50%

• Joint Rumour Stance and Veracity Prediction

  Edelbo Lillie, A., Middelboe, E. R. & Derczynski, L., 2019, Nordic Conference of Computational Linguistics (2019). Linköping University Electronic Press, s. 208–221 (NEALT (Northern European Association of Language Technology) Proceedings Series).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Across Languages 100%
  • Rumor Veracity 100%
  • Rumor Stance 100%
  • Social Media 100%
  • Support Vector Machine 100%

• Misinformation on Twitter During the Danish National Election: A Case Study

  Derczynski, L., Albert-Lindqvist, T. O., Bendsen, M. V., Inie, N., Pedersen, J. E. & Pedersen, V. D., 4 okt. 2019, Proceedings of the conference on Truth and Trust Online.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Twitter 100%
  • Misinformation 100%
  • National Elections 100%
  • Danish 100%
  • Elections 100%

• Political Stance in Danish

  Lehmann, R. & Derczynski, L., 2019, Proceedings of the Nordic Conference of Computational Linguistics (2019). Linköping University Electronic Press, s. 197–207 (NEALT (Northern European Association of Language Technology) Proceedings Series).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Politicians 100%
  • Stance Detection 100%
  • Political Attitudes 100%
  • Word Embedding 100%
  • Danish 100%

• Quantifying the morphosyntactic content of Brown Clusters

  Ciosici, M., Derczynski, L. & Assent, I., jun. 2019, Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, Bind 1. s. 1541–1550 N19-1157

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Brown Clusters 100%
  • Syntactic Information 50%
  • Average Mutual Information 50%
  • Language Family 50%
  • Part of Speech 25%

• SemEval-2019 Task 7: RumourEval 2019: Determining Rumour Veracity and Support for Rumours

  Gorrell, G., Kochkina, E., Liakata, M., Aker, A., Zubiaga, A., Bontcheva, K. & Derczynski, L., 7 jun. 2019, Proceedings of the 13th International Workshop on Semantic Evaluation: NAACL HLT 2019. Association for Computational Linguistics, s. 845-854

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • SemEval 100%
  • Rumor Veracity 100%
  • Rumor Verification 100%
  • Standing 100%
  • State of the Art 100%

• The Lacunae of Danish Natural Language Processing

  Kirkedal, A. S., Plank, B., Derczynski, L. & Schluter, N., 2019, Proceedings of the Nordic Conference of Computational Linguistics (2019). Linköping University Electronic Press, s. 356–362 (NEALT (Northern European Association of Language Technology) Proceedings Series).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Natural Language Processing 100%
  • Lacunae 100%
  • Tradition 66%
  • Denmark 33%
  • Ressources 33%
• 2018

  Helping Crisis Responders Find the Informative Needle in the Tweet Haystack

  Derczynski, L., Meesters, K., Maynard, D. & Bontcheva, K., 2018, Proceedings of the 15th ISCRAM Conference. Rochester, NY (USA): RIT Scholar Works / Rochester Institute of Technology

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Crisis Response 100%
  • Actionable Information 100%
  • Effective Response 100%
  • Need Threat 100%
  • Haystack 100%

• IUCM at SemEval-2018 Task 11: Similar-Topic Texts as a Comprehension Knowledge Source

  Reznikova, S. & Derczynski, L., 2018, Proceedings of the 12th International Workshop on Semantic Evaluation (SemEval-2018). Association for Computational Linguistics, s. 1068-1072

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Common Knowledge 100%
  • SemEval 100%
  • Tasks 100%
  • Knowledge Source 100%
  • System Evaluation 50%

• Stance Prediction for Russian: Data and Analysis

  Lozhnikov, N., Derczynski, L. & Mazzara, M., 2018, Proceedings of 6th International Conference in Software Engineering for Defence Applications: SEDA 2018. Springer, s. 176-186 (Advances in Intelligent Systems and Computing, Bind 925).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Stance Detection 100%
  • Stance Prediction 100%
  • Critical Component 100%
  • classification approach 100%
  • Text Classification 100%