Information Extraction
Kursbeschreibung
| Studiengang |
Modulkürzel |
Leistungs-
bewertung
|
| BA-2010[100%|75%] |
CS-CL |
6 LP |
| BA-2010[50%|25%] |
BS-CL, BS-AC |
4 LP |
| NBA[100%|75%] |
CS-CL |
6 LP |
| NBA[50%|25%] |
BS-CL, BS-AC |
4 LP |
| Magister |
- |
- |
| Dozenten/-innen |
Vivi Nastase |
| Veranstaltungsart |
Proseminar |
| Erster Termin |
23.04.2012 |
| Zeit und Ort |
Mo, 14:15–15:45, INF 325 / SR 23 (SR)
|
Leistungsnachweis
- implement a seminar project
- pass a written exam
Inhalt
In this course we will study methods to deal with large amounts of textual data, and
how to extract relevant information for various tasks.
The first part of the semester will consist of lectures, the second part will consist
of student presentations based on papers on the topic that I will assign to them.
Throughout the semester students will have to implement an IR system, and give a demo
and short presentation at the end of the course.
Kursübersicht
Seminarplan
| Datum |
Sitzung |
Materialien |
| 23.04.2012 |
Introduction |
|
| 30.04.2012 |
Temporal expression analysis |
|
| 7.05.2012 |
Named entities |
|
| 14.05.2012 |
Relation extraction |
|
| 21.05.2012 |
Large scale IE |
|
| 28.05.2012 |
Holiday |
|
| 4.06.2012 |
Student presentations |
Concept Discovery from Text Lin & Pantel, 2002
Corpus-based semantic class mining: distributional vs. pattern-based approaches Shi, Zhang, Yuan & Wen, 2010
|
| 11.06.2012 |
Student presentations |
Training and Evaluating a German Named Entity Recognizer with Semantic Generalization Faruqui & Pado, 2010
Discovering relations between noun categories Mohamed, Hruschka & Mitchell, 2011
|
| 18.06.2012 |
Student presentations |
Hypernym Discovery Based on Distributional Similarity and Hierarchical Structures Yamada, Torisawa, Kazama & Kuroda, 2009
Unsupervised methods for developing taxonomies by combining syntactic and statistical information Widdows, 2003
|
| 25.06.2012 |
Student presentations |
Learning to extract relations from the web using minimal supervision Bunescu & Mooney, 2007
The Tradeoffs Between Open and Traditional Relation Extraction Banko & Etzioni, 2008
|
| 2.07.2012 |
Buffer (for student presentations) |
|
| 9.07.2012 |
No lecture (Vivi is away) |
|
| 16.07.2012 |
Student project presentations |
|
| 23.07.2012 |
Student project presentations |
|
