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My work
Hi - Buon giorno - Привет - 你好!
My name is Janna Lipenkova. I hold a Master in Chinese Studies and Economics, a PhD in Computational Linguistics and speak seven languages. After several years of work in AI and NLP in both academia and industry, I started my own analytics business. I am currently leading two exciting companies - Anacode and Equintel. Both use Artificial Intelligence to deliver cutting-edge business intelligence and guide our clients towards smarter decisions, strategy and execution. I am also writing a book about building great products with AI, which will soon be published with Manning Publications.
I know from experience that the path to successful AI deployment is as challenging as it is fascinating. One of the things I enjoy most is sharing this experience with others. In this blog, I condense and share my learnings from a large variety of projects and first-mover initiatives in business intelligence. Below, you can also find a list of my recent presentations and articles.
Please get in touch if you would like to discuss your project or AI content with me!
My name is Janna Lipenkova. I hold a Master in Chinese Studies and Economics, a PhD in Computational Linguistics and speak seven languages. After several years of work in AI and NLP in both academia and industry, I started my own analytics business. I am currently leading two exciting companies - Anacode and Equintel. Both use Artificial Intelligence to deliver cutting-edge business intelligence and guide our clients towards smarter decisions, strategy and execution. I am also writing a book about building great products with AI, which will soon be published with Manning Publications.
I know from experience that the path to successful AI deployment is as challenging as it is fascinating. One of the things I enjoy most is sharing this experience with others. In this blog, I condense and share my learnings from a large variety of projects and first-mover initiatives in business intelligence. Below, you can also find a list of my recent presentations and articles.
Please get in touch if you would like to discuss your project or AI content with me!
Presentations and workshops
- September 14, 2023: Kicking off innovation with AI; Ada Lovelace Festival @ Berlin.
- June 12, 2023: Greenwashing detection using NLP (with Rao Xi and Guang Lu); SwissText 2023 @ Neuchâtel.
- December 6, 2022: Talk to me! Text2SQL conversations with your company's data; New York NLP meetup.
- April 19, 2022: Trend detection from public media; ARIC Brownbag Session.
- March 9, 2022: Using unstructured data to analyze unstructured ESG assets - An exploration of Human Capital; II Economy for the Common Good International Conference 2022.
- May 19, 2021: Bridging the Trust Gap: How to Govern AI (with TechCode, Huawei and ARIC)
- March 31, 2021: Evaluation of Intangible Assets with Big Data and NLP (with Timo Heroth); Fintech and Artificial Intelligence in Finance Meetup
- March 17, 2021: Mapping AI with AI (with Techcode and Huawei)
- March 17, 2021: Automating Taxonomy Construction; NLP Meetup Zurich
- March 16, 2021: Disentangling the Global AI Landscape; ARIC Brownbag Session
- October 7, 2020: Learning From The Vector Space: Extracting Knowledge From x2vec; NLP Summit by John Snow Labs
- May 5, 2020: Employee Sentiment and Mental Well-Being in a World of Remote Work (with Ekaterina Novisova); Emotion AI Conference.
- April 13, 2020: Automatic Learning of Lexical Relations; New York NLP Meetup
Academic publications
- With Guang Lu, Martin Businger, Christian Dollfus, Thomas Wozniak, Matthes Fleck, Timo Heroth and Irina Lock (2022): Agenda-Setting for COVID-19: A Study of Large-Scale Economic News Coverage Using Natural Language Processing. In International Journal of Data Science and Analytics.
- With Timo Heroth (2022): Using unstructured data to analyze unstructured ESG assets - An exploration of Human Capital. In Proceedings of IInd Economy for the Common Good Conference.
- With Guang Lu, Christian Dollfus, David Schreiber, Thomas Wozniak, Vinzenz Rast, Matthes Fleck (2021): Corporate culture explained by mission and vision statements using Natural Language Processing. In Proceedings of 8th Swiss Conference on Data Science.
- With Aaron Baur, Julian Bühler, Markus Bick (2015):A Novel Design Science Approach for Integrating Chinese User-Generated Content in Non-Chinese Market Intelligence. In Proceedings of ICIS 2015.
- 2015. A system for fine-grained sentiment analysis of Chinese. In Proceedings of ACL 2015 (demo track).
- 2015. The Syntax-Semantics Interface in the Chinese ba-construction. PhD Thesis, Berlin: Freie Universität.
- (with Milan Soucek) 2014. Converting Russian Dependency Treebank to Stanford Dependencies, in: Proceedings of EACL 2014.
- (with Stefan Müller) 2013. Implementation of a HPSG grammar fragment for Chinese, in: Proceedings of PACLIC 2013, Taipei: National Chengchi University.
- 2011. Reanalysis of obligatory modifiers as complements in the Chinese ba-construction, in: Proceedings of the 18th International HPSG Conference (ed. Stefan Müller), Stanford: CSLI Publications.
- 2011. A usage-based study of the verb kan in the Chinese ba-construction , Proceedings of the 12th Chinese Lexical Semantics Workshop, Taiwan: National Taiwan University.
- (with Stefan Müller) 2009. Serial Verb Constructions in Chinese: A HPSG Account. In: Proceedings of the 16th International Conference on Head-Driven Phrase Structure Grammar, University of Göttingen, p. 234-254. Stanford: CSLI Publications.