Build Pyhton Classifier and NLP Extraction

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.