Purpose: Use LexNLP ([login to view URL]) and its word2vec models to train a classifier capable of classifying clauses among broad types. For this specific example, we will be training it to identify so-called "Force Majuere" clauses. Samples of the use of LexNLP are located here - [login to view URL]
Sample documents to use are located at [login to view URL]
The deliverables shall include the following:
1. Instructions on how to train a classifier (including examples of how it was used to train for the force majuere clause) that could be reused for other clauses.
2. Set of python scripts used in the classifying as well as an example where, fed in a sample agreement as a command line argument, displays (as output) the name of the document, whether a clause is found, and the text of the clause.
For example:
[login to view URL] [login to view URL]
outputs:
[login to view URL], y, "Neither party shall be in default if failure to perform any obligation hereunder is caused by supervening conditions beyond that party's control, including acts of God, civil commotion, strikes, labor disputes, and governmental demands or requirements."
Samples of Force Majuere Clauses (including the document they are located in at [login to view URL]).
1029786_2005-08-04_FORM OF SOFTWARE LICENSE [login to view URL]
FORCE MAJUERE
Either party shall be excused from failures or delays in
delivery or performance hereunder if such failure or delay is attributable to causes beyond the reasonable control of the party, which makes such performance or delivery commercially impractical. In the event of any such delay, the time of delivery
or performance and time of payment shall be extended for a period of time equal to the time lost by reason of such delay (unless otherwise specified in writing between the parties hereto).
1013687_1998-05-08_SOFTWARE LICENSE & DEVELOPMENT [login to view URL]
8.8 Force Majeure. Neither party shall be in default if failure to perform any
obligation hereunder is caused solely by supervening conditions beyond that
party's control, including acts of God, civil commotion, strikes, labor
disputes, and governmental demands or requirements.
1029744_2002-05-15_SOFTWARE [login to view URL]
15.13 Force Majeure. Neither party shall be responsible for any failure to
perform due to unforeseen, non-commercial circumstances beyond its reasonable
control, including but not limited to acts of God, war, riot, embargo, acts of
civil or military authorities, fire, flood, earthquake, accident, strike, or
shortage of fuel or energy. In the event of any such delay, any applicable
period of time for action by said party may be deferred for a period equal to
the time of such delay.
Hi, I read your project description and I have prior experience using word2vec and Lex NLP. If you want I can give a demo also. Here is my github link where you can see a few of my previous projects:
github: [login to view URL]
Since I am still new at this site and building my clientele I am willing to go an extra mile and to work harder and give you good results at a better price.
$111 USD in 3 giorni
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5 freelance hanno fatto un'offerta media di $208 USD
I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building financial models (Stock Markets) , Image Processing and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots.
Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same.
I understand the project requirement and will deliver the desired product within the time specified.
I would like to hear from you.
Thanks
Shivam
Dear sir.
Your project attracted my attention at first glance, because I've extensive experience in Python Classifier Programming.
I'm really confident about your project, and very eager to join your project.
If we have a chance to cooperate, I'll do my best to provide wonderful result.
Looking forward to your response.
Best Regards.
Hi,i'm a data scientist with a BS degree in computer science i will do your task as
fast as i can and i will achieve it exactly as you want,don't worry about any thing
contact me for discussion