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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 14 of 14 1 Learning Argument Structures with Recurrent Neural Network Grammars Yoshida, Ryo; Oseki, Yohei In: Proceedings of the Society for Computation in Linguistics (2022) BASE Show details 2 Cross-linguistic patterns of morpheme order reflect cognitive biases: An experimental study of case and number morphology ... Saldana, Carmen; Culbertson, Jennifer; Oseki, Yohei. - : Elsevier, 2021 BASE Show details 3 Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars ... Yoshida, Ryo; Noji, Hiroshi; Oseki, Yohei. - : arXiv, 2021 BASE Show details 4 Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Noji, Hiroshi; Oseki, Yohei. - : Underline Science Inc., 2021 BASE Show details 5 Effective Batching for Recurrent Neural Network Grammars ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Noji, Hiroshi; Oseki, Yohei. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.findings-acl.380 Abstract: As a language model that integrates traditional symbolic operations and flexible neural representations, recurrent neural network grammars (RNNGs) have attracted great attention from both scientific and engineering perspectives. However, RNNGs are known to be harder to scale due to the difficulty of batched training. In this paper, we propose effective batching for RNNGs, where every operation is computed in parallel with tensors across multiple sentences. Our PyTorch implementation effectively employs a GPU and achieves x6 speedup compared to the existing C++ DyNet implementation with model-independent auto-batching. Moreover, our batched RNNG also accelerates inference and achieves x20-150 speedup for beam search depending on beam sizes. Finally, we evaluate syntactic generalization performance of the scaled RNNG against the LSTM baseline, based on the large training data of 100M tokens from English Wikipedia and the broad-coverage ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Neural Network; Semantics URL: https://dx.doi.org/10.48448/x6f1-3c03 https://underline.io/lecture/26471-effective-batching-for-recurrent-neural-network-grammars BASE Hide details 6 Lower Perplexity is Not Always Human-Like ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Asahara, Masayuki; Inui, Kentaro. - : Underline Science Inc., 2021 BASE Show details 7 Lower Perplexity is Not Always Human-Like ... Kuribayashi, Tatsuki; Oseki, Yohei; Ito, Takumi. - : arXiv, 2021 BASE Show details 8 Modeling Human Morphological Competence Oseki, Yohei; Marantz, Alec In: Front Psychol (2020) BASE Show details 9 Modeling Morphological Processing in Human Magnetoencephalography Marantz, Alec; Oseki, Yohei In: Proceedings of the Society for Computation in Linguistics (2020) BASE Show details 10 Dual suppletion in Japanese Oseki, Yohei; Tagawa, Takumi In: Proceedings of the 14th Workshop on Altaic Formal Linguistics (WAFL14) ([2019]), S. 193-204 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 11 Case-Number morpheme order ... Saldana, Carmen; Oseki, Yohei; Culbertson, Jennifer. - : Open Science Framework, 2019 BASE Show details 12 Some consequences of simplest Merge and defectiveness in Japanese Oseki, Yohei; Miyamoto, Yoichi In: Proceedings of the 10th Workshop on Altaic Formal Linguistics (WAFL10) ([2018]), S. 217-228 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 13 The reliability of acceptability judgments across languages Linzen, Tal; Oseki, Yohei In: Glossa: a journal of general linguistics; Vol 3, No 1 (2018); 100 ; 2397-1835 (2018) BASE Show details 14 Wh-Concord in Okinawan = Syntactic Movement + Morphological Merger Kinjo, Kunio; Oseki, Yohei In: University of Pennsylvania Working Papers in Linguistics (2016) BASE Show details

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