Summary of the paper
| Title | Buildind a Resource of Patterns Using Semantic Types |
|---|---|
| Authors | Octavian Popescu |
| Abstract | While a word in isolation has a high potential of expressing various senses, in certain phrases this potential is restricted up to the point that one and only one sense is possible. A phrase is called sense stable if the senses of all the words compounding it do not change their sense irrespective of the context which could be added to its left or to its right. By comparing sense stable phrases we can extract corpus patterns. These patterns have slots which are filled by semantic types that capture the relevant information for disambiguation. The relationship between slots is such that a chain like disambiguation process is possible. Annotating a corpus with these kinds of patterns is beneficial for NLP, because problems such as data sparseness, noise, learning complexity are alleviated. We evaluate the inter agreement of annotators on examples coming from BNC. |
| Topics | Information Extraction, Information Retrieval, Knowledge Discovery/Representation, Corpus (creation, annotation, etc.) |
Full paper  |
Buildind a Resource of Patterns Using Semantic Types |
| Bibtex | @InProceedings{POPESCU12.1055, author = {Octavian Popescu}, title = {Buildind a Resource of Patterns Using Semantic Types}, booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)}, year = {2012}, month = {may}, date = {23-25}, address = {Istanbul, Turkey}, editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Uğur Doğan and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis}, publisher = {European Language Resources Association (ELRA)}, isbn = {978-2-9517408-7-7}, language = {english} } |