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Automatic Summarization through Natural Language Processing

$750-1500 USD

Closed
Posted almost 9 years ago

$750-1500 USD

Paid on delivery
Extensive work in NLP (Text tokenization, Morphological analysis, Named entity classification, POS, Sentence splitting, Rule-based dependency parsing, etc) for the purpose of condensing a single or a cluster of articles programmatically. An accurate abstraction based output is a necessity.
Project ID: 8204963

About the project

3 proposals
Remote project
Active 9 yrs ago

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3 freelancers are bidding on average $5,823 USD for this job
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While I am adept at using R for machine learning algorithms like random forests, neural networks and time series, regression analysis, to be frank, I have only dabbled a little in text analysis. I have used the koRpus package in R in the past for tokenization. And more recently, experimented with the tm package. But if you let me know what exactly you have in mind, I could give it a shot. Why don't you send me a sample of what you wish to do and then I carry out an analysis on it? If it comes up to your expectation, we can take this forward. Looking forward to hear from you. Cheers!
$1,250 USD in 20 days
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- create a baseline, using existing packages - data analysis - select algorithms and design the model (supervised/unsupervised) - build first version - evaluate, error analysis - fine tune - api
$1,220 USD in 30 days
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I have 4+ years of experience in Machine Learning Research Scholar ( Machine learning, Data Mining, Natural Language processing) Indian Institute of Science, Bangalore Master degree holder in Computer Science with specialization in Machine Learning. Regular contestant of machine learning competition/challenge platform Kaggle and crowdanalytix & top ranked. Independently worked on many machine learning projects mainly in recommendation system, Forecasting, text mining, web mining, predictive modeling, Association mining, Natural Language Processing, Information Retrieval, Image Processing. Machine learning language and tool having expertise in Matlab, R, Python, Java, Weka, Mahout, Hadoop, Hive, Hbase
$15,000 USD in 30 days
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Member since Feb 12, 2014

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