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DyNet: The Dynamic Neural Network Toolkit
TLDR
We describe DyNet, a toolkit for implementing neural network models based on dynamic declaration of network structure. Expand
An Empirical Exploration of Curriculum Learning for Neural Machine Translation
TLDR
We adopt a probabilistic view of curriculum learning, which lets us flexibly evaluate the impact of curricula design, and perform an extensive exploration on a German-English translation task. Expand
Script Independent Word Spotting in Offline Handwritten Documents Based on Hidden Markov Models
TLDR
In this paper, we propose a novel script independent line based word spotting framework for offline handwritten documents based on Hidden Markov Models. Expand
Curriculum Learning for Domain Adaptation in Neural Machine Translation
TLDR
We introduce a curriculum learning approach to adapt generic neural machine translation models to a specific domain. Expand
Some insights from translating conversational telephone speech
TLDR
We report insights from translating Spanish conversational telephone speech into English text by cascading an automatic speech recognition (ASR) system with a statistical machine translation (SMT) system. Expand
Reinforcement Learning based Curriculum Optimization for Neural Machine Translation
TLDR
We use reinforcement learning to learn the curriculum for presenting training samples to an NMT system during the course of a single training run. Expand
Statistical script independent word spotting in offline handwritten documents
TLDR
We propose a statistical script independent line based word spotting framework for offline handwritten documents based on Hidden Markov Models. Expand
Segmentation of Handwritten Hindi Text
TLDR
We provide the new segmentation technique based on structure approach for Handwritten Hindi text. Expand
A Coarse-Grained Model for Optimal Coupling of ASR and SMT Systems for Speech Translation
TLDR
Speech translation is conventionally carried out by cascading an automatic speech recognition (ASR) and a statistical machine translation (SMT) system. Expand
Performance analysis of BPSK system with ZF & MMSE equalization
In mobile communications systems, data transmission at high bit rates is essential for many services such as video, high quality audio and mobile integrated service digital network. When the data isExpand
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