Dr.-Ing. Maryam Habibi
Address: Institute for Computer Science
Humboldt-Universität zu Berlin
Rudower Chaussee 25
12489 Berlin
Germany
Email Address: habibima(at)informatik.hu-berlin.de
Tel: ++49 (0) 30 2093 3904
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Education
Invited Talk
Document recommender systems, InfoSys group (Host: Dr. Ralf Krestel), Universität Potsdam, Potsdam, Germany
Machine learning tutorial, Bayer, Berlin, Germany
Text Mining, Averbis GmbH, Freiburg, Germany
Table Similarity Measure, NLP research group (Host: Dr. Felix Naumann),
Hasso-Plattner-Institut, Potsdam, Germany
Biomedical Text Mining, Text Mining for Science and Technology Studies
Workshop (invited speaker), Humboldt-Universität zu Berlin, Berlin, Germany
Publications
Journals
M. Habibi, A. Rheinlaender, W. Thielemann, R. Adams, P. Fischer, S. Krolkiewicz, D. L. Wiegandt & U. Leser, (2020) - "PatSeg: a Sequential Patent Segmentation Approach", Big Data Research.
L. Weber, J. Münchmeyer, T. Rocktäschel, M. Habibi, & U. Leser, (2020) - "HUNER: Improving Biomedical NER with Pretraining", Bioinformatics.
M. Habibi, L. Weber, M. Neves, D. L. Wiegandt & U. Leser, (2017) - "Deep learning with word embeddings improves biomedical named entity recognition", Bioinformatics, 33(14); special issue of ISMB/ECCB, Prague, Czech.
M. Habibi, D. L. Wiegandt, F. Schmedding & U. Leser, (2016) - "Recognizing Chemicals in Patents - A Comparative Analysis", Journal of Cheminformatics.
M. Habibi, P. Mahdabi & A. Popescu-Belis, (2016) - "Question Answering in Conversations: Query Refinement Using Contextual and Semantic Information", Data & Knowledge Engineering Journal.
M. Habibi & A. Popescu-Belis, (2015) - "Keyword Extraction and Clustering for Document Recommendation in Conversations", IEEE/ACM Transactions on Audio Speech and Language Processing, 23(4):746 - 759.
M. Habibi, H. Sameti & H. Setareh, (2010) - "On-Line Learning of a Persian Spoken Dialogue System Using Real Training Data", Journal of Advances In Computer Research, pages 31-40, issue 2.
Conferences
M. Habibi, D. L. Wiegandt, F. Schmedding & U. Leser, (2016) - "Performance of Gene Name Recognition Tools on Patents", Semantic Mining in Biomedicine, Potsdam, Germany.
M. Habibi & A. Popescu-Belis, (2015) - "Query Refinement Using Conversational Context: a Method and an Evaluation Resource", Proceedings of NLDB 2015 (20th International Conference on Applications of Natural Language to Information Systems), Passau, Germany.
M. Habibi & A. Popescu-Belis, (2014) - "Enforcing Topic Diversity in a Document Recommender for Conversations", Proceedings of Coling 2014 (25th International Conference on Computational Linguistics), Dublin, 2014.
C. Bhatt, N. Pappas, M. Habibi & A. Popescu-Belis, (2014) - "Multimodal Reranking of Content-based Recommendations for Hyperlinking Video Snippets", Proceedings of ACM ICMR 2014, special session on User-centric Video Search and Hyperlinking, Glasgow, Scotland.
M. Habibi & A. Popescu-Belis, (2013) - "Diverse Keyword Extraction from Conversations", Proceedings of ACL 2013 (51th Annual Meeting of the ACL), Short Papers, Sofia, Bulgaria.
C. Bhatt, N. Pappas, M. Habibi & A. Popescu-Belis, (2013) - "Idiap at MediaEval 2013: Search and Hyperlinking Task", in: MediaEval 2013 Workshop, Barcelona, Spain.
C. Bhatt, A. Popescu-Belis, M. Habibi, S. Ingram, F. McInnes, S. Masneri, N. Pappas & O. Schreer, (2013) - "Multi-factor Segmentation for Topic Visualization and Recommendation: the MUST-VIS System", Proceedings of the 21st ACM International Conference on Multimedia (MM '13), Grand Challenge Solutions, Barcelona, Spain.
M. Habibi & A. Popescu-Belis, (2012) - "Using Crowdsourcing to Compare Document Recommendation Strategies for Conversations", Proceedings of RUE 2012 (ACM RecSys Workshop on Recommendation Utility Evaluation: Beyond RMSE), Dublin.
M. Habibi, S. Rahbar & H. Sameti, (2010) - "Divided POMDP Method for Complex Menu Problems in Spoken Dialogue Systems", 2010 IEEE Workshop on Spoken Language Technology ,Berkeley, California, U.S.A..
M. Habibi, H. Sameti & H. Setareh, (2010) - "On-Line Learning of a Persian Spoken Dialogue System Using Real Training Data", Proceed ISSPA2010 International Conference on Information Sciences, Signal Processing and their Applications, Kuala Lumpur, Malaysia.
Other
M. Habibi, (2015) - "Modeling Users' Information Needs in a Document Recommender for Meetings", EPFL, Lausanne, Switzerland.