Handbook of Natural Language Processing and Machine Translation pdf epub mobi txt 电子书下载 2025

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出版者:

作者:Olive, Joseph; Christianson, Caitlin; McCary, John

出品人:

页数:964

译者:

出版时间:2011-3

价格:$ 224.87

装帧:

isbn号码:9781441977120

丛书系列:

图书标签:

自然语言处理
机器学习
数据挖掘
计算机科学
Natural
MT
of
nlp

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This comprehensive handbook, written by leading experts in the field, details the groundbreaking research conducted under the breakthrough GALE program--The Global Autonomous Language Exploitation within the Defense Advanced Research Projects Agency (DARPA), while placing it in the context of previous research in the fields of natural language and signal processing, artificial intelligence and machine translation. The most fundamental contrast between GALE and its predecessor programs was its holistic integration of previously separate or sequential processes. In earlier language research programs, each of the individual processes was performed separately and sequentially: speech recognition, language recognition, transcription, translation, and content summarization. The GALE program employed a distinctly new approach by executing these processes simultaneously. Speech and language recognition algorithms now aid translation and transcription processes and vice versa. This combination of previously distinct processes has produced significant research and performance breakthroughs and has fundamentally changed the natural language processing and machine translation fields. This comprehensive handbook provides an exhaustive exploration into these latest technologies in natural language, speech and signal processing, and machine translation, providing researchers, practitioners and students with an authoritative reference on the topic.