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このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/9823
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| タイトル: | Efficiency of the Symmetry Bias in Grammar Aquisition |
| 著者: | Matoba, Ryuichi
Nakamura, Makoto
Tojo, Satoshi |
| キーワード: | language acquisition
iterated learning
symmetry bias |
| 発行日: | 2010 |
| 出版者: | Elsevier |
| 誌名: | Information and Computation |
| 巻: | 209 |
| 号: | 3 |
| 開始ページ: | 536 |
| 終了ページ: | 547 |
| DOI: | 10.1016/j.ic.2010.11.018 |
| 抄録: | It is well known that the symmetry bias greatly accelerates vocabulary learning. In particular, the bias helps infants to connect objects with their names easily. However, grammar learning is another important aspect of language acquisition. In this study, we propose that the symmetry bias also helps to acquire grammar rules faster. We employ the Iterated Learning Model, and revise it to include the symmetry bias. The result of the simulations shows that infants could abduce the meanings from unrecognized utterances using the symmetry bias, and acquire compositional grammar from a reduced amount of learning data. |
| Rights: | NOTICE: This is the author's version of a work accepted for publication by Elsevier. Ryuichi Matoba, Makoto Nakamura, Satoshi Tojo, Information and Computation, 209(3), 2010, 536-547, http://dx.doi.org/10.1016/j.ic.2010.11.018 |
| URI: | http://hdl.handle.net/10119/9823 |
| 資料タイプ: | author |
| 出現コレクション: | b10-1. 雑誌掲載論文 (Journal Articles)
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このアイテムのファイル:
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記述 |
サイズ | 形式 |
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| 15832-1.pdf | | 142Kb | Adobe PDF | 見る/開く |
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