| LDR | | 02376nmm uu200421 4500 |
| 001 | | 000000331527 |
| 005 | | 20240805164549 |
| 008 | | 181129s2018 |||||||||||||||||c||eng d |
| 020 | |
▼a 9780438301184 |
| 035 | |
▼a (MiAaPQ)AAI10929557 |
| 035 | |
▼a (MiAaPQ)arizona:16521 |
| 040 | |
▼a MiAaPQ
▼c MiAaPQ
▼d 248032 |
| 082 | 0 |
▼a 401 |
| 100 | 1 |
▼a Chen, Yuan-Lu. |
| 245 | 10 |
▼a Improving Neural Net Machine Translation Systems with Linguistic Information. |
| 260 | |
▼a [S.l.] :
▼b The University of Arizona.,
▼c 2018 |
| 260 | 1 |
▼a Ann Arbor :
▼b ProQuest Dissertations & Theses,
▼c 2018 |
| 300 | |
▼a 91 p. |
| 500 | |
▼a Source: Dissertation Abstracts International, Volume: 80-01(E), Section: A. |
| 500 | |
▼a Adviser: Michael Hammond. |
| 502 | 1 |
▼a Thesis (Ph.D.)--The University of Arizona, 2018. |
| 520 | |
▼a Interlinear Glossed Text (IGT) is widely used in linguistic studies. In a form of Interlinear Glossed Text, the first line is a sentence of the language of interest, the second line is a word-by-word translation, annotated with relevant grammati |
| 520 | |
▼a The innovation of the current work is to incorporate the gloss information of Interlinear Glossed Text data into neural net machine translation systems. |
| 520 | |
▼a Critically, if the Gaelic data and the gloss data are combined in a specific way as the training data, which is named as Parallel-Partial treatment, the performance of the systems is improved significantly. The systems with Parallel-Partial trea |
| 520 | |
▼a Moreover, the boosting effect of the Parallel-Partial treatment is consistent across different languages and across neural net machine translation systems with different hyper-parameter settings. |
| 520 | |
▼a How theoretical linguistics may work hand in hand with natural language processing, and how neural net machine learning may exploit linguistics are important questions (Pater 2017). The current work also exemplifies how theoretical linguistics m |
| 590 | |
▼a School code: 0009. |
| 650 | 4 |
▼a Linguistics. |
| 690 | |
▼a 0290 |
| 710 | 20 |
▼a The University of Arizona.
▼b Linguistics. |
| 773 | 0 |
▼t Dissertation Abstracts International
▼g 80-01A(E). |
| 773 | |
▼t Dissertation Abstract International |
| 790 | |
▼a 0009 |
| 791 | |
▼a Ph.D. |
| 792 | |
▼a 2018 |
| 793 | |
▼a English |
| 856 | 40 |
▼u http://www.riss.kr/pdu/ddodLink.do?id=T15000949
▼n KERIS |
| 980 | |
▼a 201812
▼f 2019 |
| 990 | |
▼a 관리자 |