Tài liệu Báo cáo khoa học: "Word representations: A simple and general method for semi-supervised learning" doc

... learning approach that we use is that it is simpler and more general than that of Ando and Zhang (2005) and Suzuki and Isozaki (2008). Their methods dictate a particular choice of model and training ... the final NER F1 results. We compare to the state-of-the-art methods of Ando and Zhang (2005), Suzuki and Isozaki (2008), and for NER—Lin and Wu (2009). Tables 2 and 3 s...

Ngày tải lên: 20/02/2014, 04:20

... syntax and semantics and that of the clause. References Nicholas Asher and Alex Lascarides. 1999. The semantics and pragmatics of presupposition. Journal of Semantics, to appear. Dan Cristea ... additional semantic relations and modal operators to be conveyed through anaphoric presuppositions (Van der Sandt, 1992) licensed by information that speaker and hearer are taken...

Ngày tải lên: 20/02/2014, 18:20

... of thermal inactivation and aggregation of lysozyme by polyamines Motonori Kudou 1 , Kentaro Shiraki 1 , Shinsuke Fujiwara 2 , Tadayuki Imanaka 3 and Masahiro Takagi 1 1 School of Materials Science, ... reached the same conclusion. Acknowledgements We thank Dr D. Hamada, Y. Mitsukami, and S. Uchida for helpful comments and critical reading of the manuscript, and H. Kitagawa for...

Ngày tải lên: 20/02/2014, 02:21

... McKeown, N. Elhadad, and V. Hatzivassiloglou. 2003. Leveraging a common representation for per- sonalized search and summarization in a medical digital library. In JCDL 2003. E. Mendonc a and J. Cimino. ... unclear what exactly should go into a reference summary, because physicians may want varying amounts of detail depending on familiarity with the disease and patient-specifi...

Ngày tải lên: 20/02/2014, 12:20

... xolal(xll(ala)),xll(x21(ala)),x21(ala),ala, ala, ala, ala, ala, a xo Figure 5: Example for comparison of methods one for edge for each subset of the indices deriv- ing from the antecedents ... certain similarities between categorial gram- mars and the D-Tree grammar (DTG) formal- ism of Rambow et al. (199 5a) . On this basis, we have explored adapting the DTG parsing ap- p...

Ngày tải lên: 20/02/2014, 19:20

... Pearl: A Probabilistic Chart Parser. In Proceedings of the February 1991 DARPA Speech and Nat- ural Language Workshop. Asilomar, Califor- nia. Derouault, A. , and Merialdo, B., 1985. Probabilis- ... to as Sere. Each NT (and therefore mnemonic) of the gram- mar has been assigned a syntactic (Syn) and a semantic (Sem) category. We also associate with a non-terminal a pr...

Ngày tải lên: 20/02/2014, 21:20

... both small and large data sets. Future work will involve ex- amining the proposed method for different lan- guage pairs such as English-Chinese and English- Japanese and evaluating the impact of ... Sessions, page 976. Association for Compu- tational Linguistics. B. Zhao and E. P. Xing. 2008. HM-BiTAM: Bilingual topic exploration, word alignment, and translation. In Advances i...

Ngày tải lên: 20/02/2014, 04:20

... their aligned translations (and probabil- 319 algorithm parameters in machine learning of language. Machine Learning, pages 84–95. I. Dagan and A. Itai. 1994. Word sense disambiguation using a second ... state-of-the-art systems for all languages, ex- cept for Spanish where the results are very similar. As all steps are run automatically, this multilingual approach could be an answe...

Ngày tải lên: 20/02/2014, 05:20

... neutral tag. By manually reviewing the Bengali blog data and different language specific characteristics, 10 active fea- tures have been selected heuristically for our classification task. Each ... Emotion Tagging for Bengali Blogs Dipankar Das Department of Computer Science & Engineering, Jadavpur University, India dipankar.dipnil2005@gmail.com Sivaji Bandyopadhyay Depa...

Ngày tải lên: 20/02/2014, 09:20

... Press. Satoru Ikehara, Masahiro Miyazaki, Satoshi Shirai, Akio Yokoo, Hiromi Nakaiwa, Kentaro Ogura, Yoshifumi Ooyama, and Yoshihiko Hayashi. 1999. Goi-Taikei: A Japanese Lexicon CDROM. Iwanami Shoten, ... Tokyo. Kaname Kasahara, Kazumitsu Matsuzawa, and Tsu- tomu Ishikawa. 1997. A method for judgment of se- mantic similarity between daily-used words by using machine readable dict...

Ngày tải lên: 20/02/2014, 12:20