[1]

Becker, M., Korfhage, K., and Frank, A. (2021) COCO-EX: A Tool for Linking Concepts from Texts to ConceptNet. Proceedings of the Software Demonstrations of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), pp. 119--126, Association of Computational Linguistics. [ bib | http ]

[2]

Becker, M., Liang, S., and Frank, A. (2021) Reconstructing Implicit Knowledge with Language Models. Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures at NAACL 2021, pp. 11--24, *Best Paper Award*. [ bib | http ]

[3]

Becker, M., Korfhage, K., Paul, D., and Frank, A. (2021) CO-NNECT: A Framework for Revealing Commonsense Knowledge Paths as Explicitations of Implicit Knowledge in Texts. Proceedings of the 14th International Workshop on Computational Semantics (IWCS), Groningen, The Netherlands (Online), pp. 21--32, Association for Computational Linguistics. [ bib | .pdf ]

[4]

Becker, M., Korfhage, K., and Frank, A. (2020) Implicit Knowledge in Argumentative Texts: An Annotated Corpus. Proceedings of the 12th Conference on Language Resources and Evaluation (LREC), Marseille, France, pp. 2316--2324. [ bib | .pdf ]

[5]

Becker, M., Hulpus, I., Paul, D., Opitz, J., Kobbe, J., Stuckenschmidt, H., and Frank, A. (2020) Explaining Arguments with Background Knowledge -- Towards Knowledge-based Argumentation Analysis . Datenbank Spektrum (Special Issue: Argumentation Intelligence), 20, 131--141. [ bib | http ]

[6]

Paul, D., Opitz, J., Becker, M., Kobbe, J., Hirst, G., and Frank, A. (2020) Argumentative Relation Classification with Background Knowledge. Proceedings of the 8th International Conference on Computational Models of Argument (COMMA 2020), vol. 326 of Frontiers in Artificial Intelligence and Applications, pp. 319--330, Computational Models of Argument, *Best Student Paper Award Nomination* (3 runner-ups). [ bib | http ]

[7]

Becker, M., Staniek, M., Nastase, V., and Frank, A. (2019) Assessing the Difficulty of Classifying ConceptNet Relations in a Multi-Label Classification Setting. RELATIONS - Workshop on meaning relations between phrases and sentences (co-located with IWCS). [ bib | http ]

[8]

Hulpus, I., Kobbe, J., Becker, M., Opitz, J., Hirst, G., Meilicke, C., Nastase, V., Stuckenschmidt, H., and Frank, A. (2019) Towards Explaining Natural Language Arguments with Background Knowledge. 1st Workshop on Semantic Explainability – co-located with the 18th International Semantic Web Conference (ISWC 2019). [ bib | .pdf ]

[9]

Kobbe, J., Opitz, J., Becker, M., Hulpus, I., Stuckenschmidt, H., and Frank, A. (2019) Exploiting Background Knowledge for Argumentative Relation Classification. Eskevich, M., de Melo, G., Fäth, C., McCrae, J., Buitelaar, P., Chiarcos, C., Klimek, B., and Dojchinovski, M. (eds.), 2nd Conference on Language, Data and Knowledge (LDK 2019), vol. 70 of OASIcs, pp. 1--14. [ bib | .pdf ]

[10]

Becker, M., Staniek, M., Nastase, V., Palmer, A., and Frank, A. (2018) The Impact of Attention Mechanism, Context and Genre Information when Classifying Semantic Clause Types with Recurrent Neural Networks. 40th Annual Conference of the German Linguistic Society (DGfS). Stuttgart.. [ bib ]

[11]

Becker, M., Staniek, M., Nastase, V., Palmer, A., and Frank, A. (2018) Automatisches Klassifizieren Semantischer Clauses: Modellierung von Kontext und Genremerkmalen mit Rekurrenten Neuronalen Netzwerken und dem Attention-Mechanismus. 54. Jahrestagung des Instituts für Deutsche Sprache. Mannheim (poster). [ bib | .pdf ]

[12]

Becker, M., Staniek, M., Nastase, V., and Frank, A. (2017) Enriching Argumentative Texts with Implicit Knowledge. Frasinca, F., Ittoo, A., Nguyen, L., and Metais, E. (eds.), Applications of Natural Language to Data Bases (NLDB) - Natural Language Processing and Information Systems, Lecture Notes in Computer Science, Springer. [ bib | .pdf ]

[13]

Becker, M., Palmer, A., and Frank, A. (2017) Semantic Clause Types and Modality as Features for Argument Analysis. Argument & Computation, Special Issue on Language and Argumentation. [ bib | http ]

[14]

Becker, M., Staniek, M., Nastase, V., Palmer, A., and Frank, A. (2017) Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention. Proceedings of *SEM (Joint Conference on Lexical and Computational Semantics). [ bib | http ]

[15]

Becker, M. (2016) Argumentative Reasoning, Clause Types and Implicit Knowledge. Gaggl, S. and Thimm, M. (eds.), Proceedings of the Second Summer School on Argumentation: Computational and Linguistic Perspectives, pp. 1--2, [Best poster award]. [ bib | .pdf ]

[16]

Becker, M., Palmer, A., and Frank, A. (2016) Argumentative texts and clause types. Proceedings of the 3rd Workshop on Argument Mining (ArgMining2016), Berlin, Germany, pp. 21--30. [ bib | .pdf ]

[17]

Becker, M., Palmer, A., and Frank, A. (2016) Clause Types and Modality in Argumentative Microtexts. Workshop on Foundations of the Language of Argumentation (in conjunction with COMMA 2016), Potsdam, Germany, pp. 1--9. [ bib | .pdf ]

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