[PDF.04gj] Learning to Rank for Information Retrieval and Natural Language Processing (Synthesis Lectures on Human Language Technology)

Learning to Rank for Information Retrieval and Natural Language Processing (Synthesis Lectures on Human Language Technology)

[PDF.lh86] Learning to Rank for Information Retrieval and Natural Language Processing (Synthesis Lectures on Human Language Technology)

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 | #4792402 in Books |  2011-04-22 | Original language:English | PDF # 1 |  9.25 x.26 x7.50l,.46 | File type: PDF | 114 pages

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||0 of 0 people found the following review helpful.| quick primer on methods for learning to rank techniques and theoritical underpinnings|By ravidvs|Provides a survey of methods for learning to rank, the author focuses on problem formulations and presents loss functions (the metrics that are optimized in the learning process) in a very intuitive manner. I am a researcher in this field, a survey of software (both open source and

Learning to rank refers to machine learning techniques for training the model in a ranking task. Learning to rank is useful for many applications in information retrieval, natural language processing, and data mining. Intensive studies have been conducted on the problem recently and significant progress has been made. This lecture gives an introduction to the area including the fundamental problems, existing approaches, theories, applications, and future work.

The au...

You easily download any file type for your device.Learning to Rank for Information Retrieval and Natural Language Processing (Synthesis Lectures on Human Language Technology)   |  Hang Li.Not only was the story interesting, engaging and relatable, it also teaches lessons.

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