Essays about: "BPE"
Found 3 essays containing the word BPE.
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1. Incremental Re-tokenization in BPE-trained SentencePiece Models
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : This bachelor's thesis in Computer Science explores the efficiency of an incremental re-tokenization algorithm in the context of BPE-trained SentencePiece models used in natural language processing. The thesis begins by underscoring the critical role of tokenization in NLP, particularly highlighting the complexities introduced by modifications in tokenized text. READ MORE
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2. Addressing the Rare Word Problem in Source Code Modelling
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The field of automatic program repair has adapteddeep learning techniques. Sequence to sequence neural networkshave successfully been applied in neural machine translation(NMT). This can also be applied to automatic program repair,attempting to translate buggy source code into fixed sourcecode. READ MORE
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3. Bidirectional LSTM-CNNs-CRF Models for POS Tagging
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : In order to achieve state-of-the-art performance for part-of-speech(POS) tagging, the traditional systems require a significant amount of hand-crafted features and data pre-processing. In this thesis, we present a discriminative word embedding, character embedding and byte pair encoding (BPE) hybrid neural network architecture to implement a true end-to-end system without feature engineering and data pre-processing. READ MORE