Die folgenden Themen werden an jeweils einen Studenten vergeben und vom jeweiligen Mitarbeiter betreut.
1. Named Entity Recognition (Zuo Zhe) (englische Betreuung)
- Chieu, H. L., & Ng, H. T. (2002, August). Named entity recognition: a maximum entropy approach using global information. In Proceedings of the 19th international conference on Computational linguistics-Volume 1 (pp. 1-7). ACL
2. Word Sense Disambiguation (Ralf Krestel)
- David Yarowsky. 1995. Unsupervised word sense disambiguation rivaling supervised methods. In Proceedings of the 33rd annual meeting on Association for Computational Linguistics. 189-196. ACL.
3. Named Entity Linking (Zuo Zhe) (englische Betreuung)
- Mihalcea, R., & Csomai, A. (2007, November). Wikify!: linking documents to encyclopedic knowledge. In Proceedings of the sixteenth ACM conference on Conference on information and knowledge management (pp. 233-242). ACM.
4. Information Extraction (Julian Risch)
- Banko, M., Cafarella, M.J., Soderland, S., Broadhead, M. and Etzioni, O., 2007, January. Open Information Extraction from the Web. In IJCAI (Vol. 7, pp. 2670-2676).
5. Relationship Extraction (Tim Repke)
- Agichtein, E. and Gravano, L., 2000, June. Snowball: Extracting relations from large plain-text collections. In Proceedings of the fifth ACM conference on Digital libraries (pp. 85-94). ACM.
6. Document Clustering (John Koumarelas) (englische Betreuung)
- Wei Xu, Xin Liu, and Yihong Gong. 2003. Document clustering based on non-negative matrix factorization. In Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval. 267-273. ACM.
7. Text Classification (Konstantina Lazaridou) (englische Betreuung)
- Sahami, M., Dumais, S., Heckerman, D., & Horvitz, E. (1998, July). A Bayesian approach to filtering junk e-mail. In Learning for Text Categorization: Papers from the 1998 workshop (Vol. 62, pp. 98-105).
8. Topic Modeling (Julian Risch)
- Hofmann, Thomas. Probabilistic latent semantic indexing. 1999. Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval. 50-57. ACM.
9. Sentiment Analysis (Konstantina Lazaridou) (englische Betreuung)
- Theresa Wilson, Janyce Wiebe, and Paul Hoffmann. 2005. Recognizing contextual polarity in phrase-level sentiment analysis. In Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing (HLT '05). Association for Computational Linguistics, Stroudsburg, PA, USA, 347-354. DOI=http://dx.doi.org/10.3115/1220575.1220619
10. Opinion Mining (Konstantina Lazaridou) (englische Betreuung)
- Murthy Ganapathibhotla and Bing Liu. 2008. Mining opinions in comparative sentences. In Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1 (COLING '08), Vol. 1. Association for Computational Linguistics, Stroudsburg, PA, USA, 241-248.
11. Information Retrieval (Ralf Krestel)
- Page, Lawrence and Brin, Sergey and Motwani, Rajeev and Winograd, Terry. 1999. The PageRank Citation Ranking: Bringing Order to the Web. Technical Report. Stanford InfoLab.
12. Question Answering (Tim Repke)
- Prager, J., Chu-Carroll, J., Brown, E.W. and Czuba, K., 2008. Question answering by predictive annotation. In Advances in Open Domain Question Answering (pp. 307-347). Springer Netherlands.
13. Machine Translation (Ralf Krestel)
- Peter F. Brown, John Cocke, Stephen A. Della Pietra, Vincent J. Della Pietra, Fredrick Jelinek, John D. Lafferty, Robert L. Mercer, and Paul S. Roossin. 1990. A statistical approach to machine translation. Comput. Linguist. 16, 2 (June 1990), 79-85.
14. Automatic Summarization (Julian Risch)
- Carenini, G., Cheung, J.C.K. and Pauls, A., 2013. MULTI‐DOCUMENT SUMMARIZATION OF EVALUATIVE TEXT. Computational Intelligence, 29(4), pp.545-576.
15. Text Visualization (Tim Repke)
- Burch, M., Lohmann, S., Beck, F., Rodriguez, N., Di Silvestro, L. and Weiskopf, D., 2014, July. Radcloud: Visualizing multiple texts with merged word clouds. In Information Visualisation (IV), 2014 18th International Conference on (pp. 108-113). IEEE.
