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Traditional Sword Kata

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3 documents available in our comprehensive collection of Traditional Sword Kata resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Massive-Scale Named Entity Disambiguation with Deep Learning and Data Augmentation
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Massive-Scale Named Entity Disambiguation with Deep Learning and Data Augmentation (conll2018.pdf)

360 KBEN 10 pages
It proposes data augmentation and transfer learning to address scarce training data, demonstrating that bag-of-word embeddings outperform LSTMs in low-data scenarios, while LSTMs excel with larger datasets.
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Preview of QAInfomax: Enhancing Reading Comprehension with Mutual Information Maximization
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QAInfomax: Enhancing Reading Comprehension with Mutual Information Maximization (D19-1333.pdf)

354 KBYi-Ting Yeh ; Yun-Nung ChenEN 6 pages
A regularization technique for enhancing reading comprehension systems by maximizing mutual information, aiming to improve the distinction between related but incorrect answers and the actual correct response.
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Preview of Segment-Based Acoustic Models with Multi-level Search Algorithms for Continuous Speech Recognition
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Segment-Based Acoustic Models with Multi-level Search Algorithms for Continuous Speech Recognition (H92-1100.pdf)

92 KBMarl Ostendorf; J. Robin RohlicekEN 1 page
Ostendorf and Rohlicek (Boston U, BBN) aim to enhance speaker-independent continuous speech recognition via stochastic, segment-based acoustic models and efficient, multi-level search algorithms, funded by DARPA and NSF.
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