000 02039 a2200169 4500
005 20251008111937.0
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020 _a9781441977120
082 _a006.35
_bOliH
245 _aHand Book of Natural Language Processing and Machine Translation :
_bDARPA Global Autonomous Language Exploitation /
_cedited by Joseph Olive, Caitlin Christianson and John McCary
260 _bSpringer
_aNew York ,
_c©2011.
300 _axxvi,936p.
520 _aThis 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.
650 _aNatural Language Processing
700 _aedited by John McCary
942 _cBK
999 _c6799
_d6799