Siddhartha Banerjee
Abstract
This article describes ongoing dissertation work on the automatic generation of Wikipedia articles. The goal of this work is to build an AI system to automatically summarize existing web content and utilize the resulting text to improve incomplete Wikipedia articles.
- Banerjee, S., Caragea, C., & Mitra, P. (2014). Playscript Classification and Automatic Wikipedia Play Articles Generation. In 22nd International Conference on Pattern Recognition (ICPR), Stockholm. Google Scholar
Digital Library
- Banerjee, S., & Mitra, P. (2015a). Filling the Gaps: Improving Wikipedia Stubs. In the 15th ACM SIGWEB International Symposium on Document Engineering (DocEng). Laussanne, Switzerland: ACM. Google ScholarDigital Library
- Banerjee, S., & Mitra, P. (2015b). WikiKreator: Improving Wikipedia Stubs Automatically. In the 53rd Annual Meeting of the Association for Computational Linguistics (ACL). Beijing, China: ACL.Google ScholarDigital Library
- Banerjee, S., Mitra, P., & Sugiyama, K. (2015). Multi-Document Abstractive Summarization Using ILP based Multi-Sentence Compression. In 24th International Joint Conference on Artificial Intelligence (IJCAI). Buenos Aires, Argentina: AAAI press. Google ScholarDigital Library
- Blei, D.M., Ng, A.Y., & Jordan, M.I. (2003). Latent dirichlet allocation. Journal of Machine Learning Research 3, 993--1022. Google ScholarDigital Library
- Filippova, K. (2010). Multi-Sentence Compression?: Finding Shortest Paths in Word Graphs. In Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) (pp. 322--330). Google ScholarDigital Library
- Nenkova, A. (2011). Automatic Summarization. Foundations and Trends in Information Retrieval 5(2), 103--233. doi:10.1561/1500000015Google ScholarCross Ref
- Sauper, C., & Barzilay, R. (2009). Automatically Generating Wikipedia Articles?: A Structure-Aware Approach. In ACL 09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP (pp. 208--216). Google ScholarDigital Library
Index Terms
- WikiKreator: automatic authoring of Wikipedia content
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