Added testing data to classify sentences with ADR contract terms.

Refactoring.

Author: IChowdhury01

README.md

@@ -1,6 +1,6 @@
 # Using Quantum NLP for Intelligent Understanding of ADR Contract Terms
 
-In this project, we use the quantum NLP library **Lambeq** to process sentences describing contract terms for American depository receipts.
+In this project, we use the quantum NLP library **Lambeq** to process sentences describing contract terms for American depository receipts (ADRs).
 
 ### How it works
 

data/classify_adr_test_data.txt

@@ -0,0 +1,35 @@
+0  woman prepares tasty dinner .
+0  man cooks tasty sauce .
+0  man prepares program .
+0  skillful woman runs application .
+0  person bakes meal .
+0  organization that fleet destroy .
+0  person that teacher teach .
+0  device that air enter .
+0  document that student submit .
+0  document that government sell .
+0  mammal that police have .
+0  material that police use ..
+0  device that show time .
+0  vehicle that replace horse .
+0  scientist that discover species .
+0  scientist that discover star .
+0  vehicle that destroy vessel .
+0  Michael walks to zoo .
+0  water enters phone .
+0  fire burns papers .
+1  Commence-Date is Mar 02 2015 .
+1  Contract is effective May 11 2016 .
+1  Effective End-Date is Jun 20 2017 .
+1  Contract will terminate Jul 25 2018 .
+1  Contract terminates 3 years after Commencement-Date .
+1  Contract terminates after 1 year .
+1  Advance payment is equal to 12500 .
+1  Advance amount is 3000 .
+1  Fixed amount is equal to 9000 .
+1  Upfront amount is 5000 .
+1  Net-Revenue is 5 percent of Dividend .
+1  Net-Revenue is 19 percent of Scrip .
+1  Program-Maintenance-Fee is initial 1500 .
+1  Program-Maintenance-Fee is initial 100 of Program Revenues .
+1  Contract renews 30 days before termination .

data/classify_adr_train_data.txt

@@ -45,10 +45,10 @@
 0  person bakes dinner .
 0  man cooks tasty meal .
 0  skillful person cooks meal .
-0  person skis down the slope .
-0  Megan runs to the aquarium .
-0  John walks in the park .
-1  Program-Maintenance-Fee is the initial 10000 .
+0  person skis down slope .
+0  Megan runs to aquarium .
+0  John walks in park .
+1  Program-Maintenance-Fee is initial 10000 .
 1  Commencement-Date is Jan 15 2020 .
 1  Effective End-Date is Jan 14 2022 .
 1  Initial ADS-Amount is equal to 6000000 .
@@ -63,7 +63,7 @@
 1  Fixed amount is equal to 35000 .
 1  Upfront payment is equal to 95100 .
 1  Net-Revenue is 95 percent of Issuance .
-1  Program-Maintenance-Fee is the initial 30000 of Program Revenues .
+1  Program-Maintenance-Fee is initial 30000 of Program Revenues .
 1  Effective Start-Date is Feb 06 2019 .
 1  Net-Revenue is 20 percent of Issuance and Cancellation .
 1  Net-Revenue is 65 percent of TA Fee .