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Character-based methods for natural language processing
, 2006 Etienne Denoual
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Natural Language Processing in Vascular Surgery
EJVES Vascular ForumHinpetch Daungsupawong, Viroj Wiwanitkit
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Annual Review of Computer Science, 1990
From the Publisher: These ten contributions describe the major technical ideas underlying many of the significant advances in natural language processing over the last decade, focusing in particular on the challenges in areas such as knowledge representation, reasoning, planning, and integration of multiple knowledge sources, where NLP and AI research
WEISCHEDEL, R +6 more
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From the Publisher: These ten contributions describe the major technical ideas underlying many of the significant advances in natural language processing over the last decade, focusing in particular on the challenges in areas such as knowledge representation, reasoning, planning, and integration of multiple knowledge sources, where NLP and AI research
WEISCHEDEL, R +6 more
openaire +4 more sources
Natural Language Processing (Almost) from Scratch
Journal of machine learning research, 2011We propose a unified neural network architecture and learning algorithm that can be applied to various natural language processing tasks including part-of-speech tagging, chunking, named entity recognition, and semantic role labeling. This versatility is
R. Collobert +5 more
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Pre-trained models for natural language processing: A survey
Science China Technological Sciences, 2020Recently, the emergence of pre-trained models (PTMs) has brought natural language processing (NLP) to a new era. In this survey, we provide a comprehensive review of PTMs for NLP.
Xipeng Qiu +5 more
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Book Reviews: Foundations of Statistical Natural Language Processing
International Conference on Computational Logic, 1999Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear.
Christopher D. Manning, Hinrich Schütze
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Recent Trends in Deep Learning Based Natural Language Processing
IEEE Computational Intelligence Magazine, 2017Deep learning methods employ multiple processing layers to learn hierarchical representations of data and have produced state-of-the-art results in many domains.
Tom Young +3 more
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