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Automatic relation extraction
IA161 Advanced NLP Course, Course Guarantee: Aleš Horák
Prepared by: Adam Rambousek
State of the Art
References
Approx 3 current papers (preferably from best NLP conferences/journals, eg. ACL Anthology) that will be used as a source for the one-hour lecture:
- Lefever, Els, Marjan Van de Kauter, and Véronique Hoste. "Evaluation of Automatic Hypernym Extraction from Technical Corpora in English and Dutch." Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC 2014). 2014.
- Wang, Tong, and Graeme Hirst. "Exploring patterns in dictionary definitions for synonym extraction." Natural Language Engineering 18.03 (2012): 313-342.
- Schropp, Gwendolijn, Els Lefever, and Véronique Hoste. "A Combined Pattern-based and Distributional Approach for Automatic Hypernym Detection in Dutch." RANLP. 2013.
- Grefenstette, Gregory. "INRIASAC: Simple Hypernym Extraction Methods." arXiv preprint arXiv:1502.01271 (2015).
Practical Session
Using various sources (wordnet, corpora, handwritten rules) detect hyponyms or synonyms in the text.
Attachments (4)
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gold.txt (512 bytes) - added by 6 years ago.
gold standard
- ia161-hyper.zip (2.8 MB) - added by 3 years ago.
- input.txt (2.3 KB) - added by 16 months ago.
- gold_en.txt (411 bytes) - added by 16 months ago.