Add kleister NDA solution

.gitignore

@@ -1,2 +1,5 @@
 *~
 *.pyc
+
+/env
+geval

dev-0/out.tsv

@@ -0,0 +1,83 @@
+ effective_date=2014-05-20 jurisdiction=New_York party=
+ effective_date=2012-06-21 jurisdiction=New_York party=
+ effective_date= jurisdiction=Delaware party=JDA_Software_Group_Inc.
+ effective_date=2009-02-23 jurisdiction=Massachusetts party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2012-01-1 jurisdiction=Washington party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date= jurisdiction=New_Jersey party=
+ effective_date=2008-03-21 jurisdiction=New_York party=Intercept_Pharmaceuticals_Inc.
+ effective_date=2015-12-11 jurisdiction= party=Anadigics_Inc.
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2018-11-5 jurisdiction=Delaware party=
+ effective_date=2012-12-17 jurisdiction=Delaware party=
+ effective_date=2000-05-23 jurisdiction=Delaware party=uDate.com_Inc.
+ effective_date= jurisdiction=New_York party=Virgin_Mobile_USA_LLC
+ effective_date=2012-01-25 jurisdiction=Massachusetts party=
+ effective_date=2008-07-31 jurisdiction=Minnesota party=
+ effective_date= jurisdiction=California party=Penumbra_Inc.
+ effective_date=2020-11-25 jurisdiction=New_York party=AOL_Inc.
+ effective_date=2017-07-11 jurisdiction=Delaware party=
+ effective_date=2018-12-28 jurisdiction=Iowa party=Flexsteel_Industries_Inc.
+ effective_date=2012-03-31 jurisdiction=California party=
+ jurisdiction=Virginia party=
+ effective_date=2004-10-11 jurisdiction=North_Carolina party=Inspire_Pharmaceuticals_Inc.
+ jurisdiction=Arizona party=
+ jurisdiction=Indiana party=
+ jurisdiction=New_Jersey
+ effective_date=2004-02-27 jurisdiction=California party=
+ effective_date=2018-03-30 jurisdiction=Delaware party=Jamba_Inc.
+ effective_date= jurisdiction=Georgia party=Citi_Trends_Inc.
+ effective_date= jurisdiction=New_York party=
+ effective_date=2015-06-23 jurisdiction=New_York party=
+ effective_date= jurisdiction=California party=BioLargo_Inc.
+ jurisdiction=Minnesota
+ effective_date= jurisdiction=California party=
+ effective_date= jurisdiction=Kentucky party=CafePress_Inc.
+ effective_date=2017-01-13 jurisdiction=Minnesota party=
+ jurisdiction=Ohio
+ effective_date= jurisdiction=Massachusetts party=
+ effective_date= jurisdiction=California party=GigPeak_Inc.
+ effective_date=2000-02-10 jurisdiction=Minnesota party=New_England_Business_Service_Inc.
+ effective_date= jurisdiction=California party=BioLargo._Inc.
+ effective_date= jurisdiction=Delaware party=Opsware_Inc.
+ effective_date= jurisdiction=Illinois party=
+ effective_date= jurisdiction=Minnesota party=Flexsteel_Industries_Inc.
+ effective_date=2010-06-23 jurisdiction=Texas party=
+ effective_date= jurisdiction=New_Jersey party=AlgoRx_Pharmaceuticals_Inc.
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2001-01-26 jurisdiction=Washington party=Corus_Pharma_Inc.
+ effective_date=2005-02-16 jurisdiction=Georgia party=
+ effective_date=2014-11-26 jurisdiction=Delaware party=
+ effective_date= jurisdiction=Oregon party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2012-06-11 jurisdiction=Delaware party=Lightwave_Logic_Inc.
+ effective_date= jurisdiction=Delaware party=Webex_Communications_Inc.
+ effective_date=2007-04-30 jurisdiction=Massachusetts party=
+ effective_date=2011-10-25 jurisdiction=California party=
+ effective_date=2012-10-15 jurisdiction=Delaware party=
+ effective_date=2016-03-15 jurisdiction=Delaware party=
+ effective_date=2005-09-15 jurisdiction=Illinois party=
+ effective_date= jurisdiction=Idaho party=
+ effective_date= jurisdiction=Washington party=
+ effective_date=2016-07-15 jurisdiction=New_York party=Wizard_World_Inc.
+ effective_date= jurisdiction=New_York party=
+ effective_date=2005-12-31 jurisdiction=California party=
+ effective_date=2015-03-16 jurisdiction=Utah party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date= jurisdiction=Washington party=
+ effective_date=2004-02-29 jurisdiction=Virginia party=
+ effective_date=2006-12-19 jurisdiction=New_York party=
+ effective_date=2010-07-13 jurisdiction=New_York party=
+ effective_date=2000-12-11 jurisdiction=Delaware party=Motorola_Inc.
+ effective_date=2011-12-31 jurisdiction=California party=GigOptix_LLC
+ effective_date= jurisdiction=Delaware party=
+ effective_date= jurisdiction= party=
+ effective_date=2011-03-29 jurisdiction=Texas party=the_undersigned_and_Newgistics_Inc.
+ effective_date=2011-05-26 jurisdiction=California party=Skyworks_Solutions_Inc.
+ effective_date= jurisdiction=Delaware party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date= jurisdiction=Washington party=
+ effective_date=2011-01-18 jurisdiction=Delaware party=
+ effective_date= jurisdiction=Washington party=
+ effective_date= jurisdiction=Illinois party=

requirements.txt

@@ -0,0 +1,32 @@
+blis==0.7.4
+catalogue==2.0.3
+certifi==2020.12.5
+chardet==4.0.0
+click==7.1.2
+cymem==2.0.5
+idna==2.10
+jellyfish==0.6.1
+Jinja2==2.11.3
+MarkupSafe==1.1.1
+murmurhash==1.0.5
+numpy==1.20.2
+packaging==20.9
+pandas==1.2.4
+pathy==0.5.2
+preshed==3.0.5
+pydantic==1.7.3
+pyparsing==2.4.7
+python-dateutil==2.8.1
+pytz==2021.1
+regex==2021.4.4
+requests==2.25.1
+six==1.15.0
+smart-open==3.0.0
+spacy-legacy==3.0.5
+srsly==2.4.1
+thinc==8.0.3
+tqdm==4.60.0
+typer==0.3.2
+urllib3==1.26.4
+us==2.0.2
+wasabi==0.8.2

rules.py

@@ -0,0 +1,138 @@
+import regex as re
+import pandas as pd
+import us
+from collections import Counter
+
+columns_names = ['filename', 'params', 'text1', 'text2', 'text3', 'text4']
+data_train = pd.read_csv('./train/in.tsv', sep='\t', names=columns_names)
+data_dev = pd.read_csv('./dev-0/in.tsv', sep='\t', names=columns_names)
+data_test = pd.read_csv('./test-A/in.tsv', sep='\t', names=columns_names)
+
+
+months = {
+    'January': '01',
+    'February': '02',
+    'March': '03',
+    'April': '04',
+    'May': '05',
+    'June': '06',
+    'July': '07',
+    'August': '08',
+    'September': '09',
+    'October': '10',
+    'November': '11',
+    'December': '12'
+}
+
+def transform_date_format(date):
+    if date != None:
+        if len(date) == 4:
+            # Check if month is string
+            try:
+                month = months[date[1]] 
+            except(KeyError):
+                month = None
+            # If year has 4-digit
+            if len(date[3]) == 2:
+                if int(date[3][0]) < 5:
+                    if month != None:
+                        return "20"+str(date[3])+"-"+str(month)+"-" + str(date[2])
+                    else:
+                        return "20"+str(date[3])+"-"+str(date[1])+"-" + str(date[2])
+                else:
+                    if int(date[3][0]) < 5:
+                        if month != None:
+                            return "19"+str(date[3])+"-"+str(month)+"-" + str(date[2])
+                        else:
+                            return "19"+str(date[3])+"-"+str(date[1])+"-" + str(date[2])
+            elif len(date[3]) == 4:
+                if month != None:
+                    return str(date[3])+"-"+str(month)+"-" + str(date[2])
+                else:
+                    return str(date[3])+"-"+str(date[1])+"-" + str(date[2])
+        elif len(date) == 5:
+            return str(date[4])+"-"+str(months[date[3]])+"-"+re.findall(r'.*(\d+).*', date[1])[0]
+    return ""
+
+def get_effective_date(text):
+
+    # Date format "04/18/01"
+    first_format = re.findall(r'((1[0-2]|0[1-9])/(0[1-9]|[1|2][0-9]|3[0-1])/(0[1-9]|[1-9][0-9]))', text)
+
+    # Date format "01/21/2016"
+    sec_format = re.findall(r'((0[1-9]|1[1-2])/(0[1-9]|1[1-9]|2[1-9]|3[0-1])/(19[0-9][0-9]|20[0-9][0-9]))', text)
+
+    # Date format "January, 13 2021", "February 28, 2011"
+    third_format = re.findall(r'(([j|J]anuary|[f|F]ebruary|[m|M]arch|[A|a]pril|[M|m]ay|[J|j]une|[J|j]uly|[A|a]ugust|[S|s]eptember|[O|o]ctober|[n|N]ovember|[d|D]ecember)[,\s|\s]+(0[1-9]|[1-2][0-9]|3[0-1])[,\s|\s|,]+(19[0-9][0-9]|20[0-9][0-9]))', text)
+
+    # Date format "6th day of January, 2012"
+    fourth_format = re.findall(r'(([1-9]+(th\sday\sof\s|rd\sday\sof\s|nd\sday\sof\s))([j|J]anuary|[f|F]ebruary|[m|M]arch|[A|a]pril|[M|m]ay|[J|j]une|[J|j]uly|[A|a]ugust|[S|s]eptember|[O|o]ctober|[n|N]ovember|[d|D]ecember),\s(19[0-9][0-9]|20[0-9][0-9]))', text)
+
+    dates = []
+
+    for format in [first_format, sec_format, third_format, fourth_format]:
+        if len(format) > 0:
+            dates = format
+            return dates[0]
+    return None
+
+def get_terms(text):
+    years = re.findall(r'(?<=\s)[0-9.\s.,\(\)]+(?=years)', text)
+    months = re.findall(r'(?<=\s)[0-9.\s.,\(\)]+(?=months)', text)
+    if len(years) > 0:
+        return years
+    if len(months) > 0:
+        return months
+
+def get_parties(text):
+    first_party = re.findall(r'(?<=between)[\p{Latin}\s.,]+(?=Inc.|INC.|LLC|llc|,|.)', text)
+    if len(first_party) > 0:
+        if "Inc." in first_party[0]:
+            prepare = first_party[0].replace(",", "").strip().replace(" ", "_")
+            return prepare[:prepare.index("Inc.") + len("Inc.")]
+        if "inc." in first_party[0]:
+            prepare = first_party[0].replace(",", "").strip().replace(" ", "_")
+            return prepare[:prepare.index("inc.") + len("inc.")]
+        if "LLC" in first_party[0]:
+            prepare = first_party[0].replace(",", "").strip().replace(" ", "_")
+            return prepare[:prepare.index("LLC") + len("LLC")]
+        if "llc" in first_party[0]:
+            prepare = first_party[0].replace(",", "").strip().replace(" ", "_")
+            return prepare[:prepare.index("llc") + len("llc")]
+    return ""
+
+def get_jurisdiction(text):
+    for state in us.states.STATES:
+        if re.search(rf"(?<=laws\sof\sthe)[\w\s]*{str(state)}\s*(?=,|.)", text):
+            return str(state).replace(" ", "_")
+    for state in us.states.STATES:
+        if re.search(rf"(.*{str(state).lower()}.*)", text.lower()):
+            return str(state).replace(" ", "_")            
+    return ""
+    
+def process_parameters(params, text):
+    params_result = ""
+    for param in params.split(" "):
+        if param == "effective_date":
+            params_result += " " + "effective_date=" + str(transform_date_format(get_effective_date(text)))
+        elif param == "jurisdiction":
+            params_result += " " + "jurisdiction=" + str(get_jurisdiction(text))
+        elif param == "party":
+            params_result += " " + "party=" + str(get_parties(text))
+    return params_result
+
+
+with open('train/out.tsv', 'w') as writer:
+    for idx, row in data_train.iterrows():
+        params_result = process_parameters(row['params'], row['text1'])
+        writer.write(params_result+"\n")
+
+with open('dev-0/out.tsv', 'w') as writer:
+    for idx, row in data_dev.iterrows():
+        params_result = process_parameters(row['params'], row['text1'])
+        writer.write(params_result+"\n")
+
+with open('test-A/out.tsv', 'w') as writer:
+    for idx, row in data_test.iterrows():
+        params_result = process_parameters(row['params'], row['text1'])
+        writer.write(params_result+"\n")

test-A/out.tsv

@@ -0,0 +1,203 @@
+ effective_date=2014-10-22 jurisdiction=Ohio party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date= jurisdiction=Indiana party=Zimmer_Inc.
+ effective_date=2007-03-28 jurisdiction=New_York party=Motive_Inc.
+ effective_date=2015-05-21 jurisdiction=Nevada party=
+ effective_date=2010-07-16 jurisdiction=Colorado party=
+ effective_date= jurisdiction=Colorado party=Array_BioPharma_Inc.
+ effective_date= jurisdiction=California party=
+ effective_date=2013-12-31 jurisdiction=Delaware party=
+ effective_date=2008-06-25 jurisdiction=New_York party=Superior_Essex_Inc.
+ effective_date=2016-04-19 jurisdiction=California party=
+ effective_date=2011-02-28 jurisdiction=Delaware party=
+ effective_date= jurisdiction=New_York party=
+ effective_date=2017-07-20 jurisdiction=New_York party=
+ effective_date=2015-08-10 jurisdiction=Delaware party=
+ effective_date=2008-03-17 jurisdiction=California party=
+ effective_date=2012-12-19 jurisdiction=Washington party=
+ effective_date= jurisdiction= party=
+ effective_date=2009-03-30 jurisdiction=Florida party=
+ effective_date=2008-07-16 jurisdiction=Delaware party=
+ effective_date= jurisdiction=Florida party=Flow_Capital_Advisors_Inc.
+ effective_date=2009-12-31 jurisdiction=New_York party=Intercept_Pharmaceuticals_Inc.
+ effective_date= jurisdiction=California party=Aerohive_Networks_Inc.
+ effective_date=2007-10-1 jurisdiction=Florida party=
+ effective_date=2009-11-19 jurisdiction=New_York party=
+ effective_date=2005-06-17 jurisdiction=Washington party=
+ effective_date= jurisdiction=Texas party=Santander_Consumer_USA_Inc.
+ effective_date=2012-10-18 jurisdiction=Delaware party=
+ effective_date= jurisdiction=Georgia party=
+ effective_date=2020-05-19 jurisdiction=Washington party=
+ effective_date=2012-01-11 jurisdiction=Delaware party=OPNET_Technologies_Inc.
+ effective_date=2007-10-5 jurisdiction=Nevada party=KKS_Venture_Management_Inc.
+ effective_date= jurisdiction=California party=
+ effective_date= jurisdiction=California party=
+ effective_date= jurisdiction=New_York party=Oramed_Pharmaceuticals_Inc.
+ effective_date= jurisdiction=New_York party=
+ effective_date= jurisdiction=Virginia party=Information_Spectrum_Inc.
+ effective_date=2014-01-28 jurisdiction=Delaware party=Vapotherm_Inc.
+ effective_date=2006-06-29 jurisdiction=Florida party=Sun_Energy_Solar_Inc.
+ effective_date= jurisdiction=California party=
+ effective_date= jurisdiction=Virginia party=
+ effective_date=2010-07-23 jurisdiction=Pennsylvania party=
+ effective_date=2010-01-25 jurisdiction=Delaware party=Protection_One_Inc.
+ effective_date= jurisdiction=Washington party=
+ effective_date=2012-02-24 jurisdiction=Virginia party=
+ effective_date= jurisdiction=California party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2000-03-28 jurisdiction=Pennsylvania party=Piercing_Pagoda_Inc.
+ effective_date=2012-05-11 jurisdiction=New_Jersey party=
+ effective_date= jurisdiction=California party=the_Adept_Technology_Inc.
+ effective_date= jurisdiction=Texas party=
+ effective_date= jurisdiction=Delaware party=resTORbio_Inc.
+ effective_date=2010-06-5 jurisdiction=Washington party=
+ effective_date=2011-02-23 jurisdiction=New_York party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date= jurisdiction=New_York party=Maxwell_Shoe_Company_Inc.
+ effective_date=2006-04-19 jurisdiction=Pennsylvania party=
+ effective_date= jurisdiction=California party=Autodesk_Inc.
+ effective_date=2001-09-17 jurisdiction=Delaware party=EarthLink_Inc.
+ effective_date= jurisdiction=Delaware party=Arch_Coal_Inc.
+ effective_date=2018-04-10 jurisdiction=Delaware party=
+ effective_date=2017-10-31 jurisdiction=Massachusetts party=Sonus_Networks_Inc.
+ effective_date= jurisdiction=Connecticut party=
+ effective_date=2006-05-11 jurisdiction=California party=
+ effective_date=2007-11-26 jurisdiction=Texas party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2006-03-17 jurisdiction=Virginia party=
+ effective_date=2013-11-18 jurisdiction=Delaware party=
+ effective_date= jurisdiction=Washington party=
+ effective_date=2011-10-18 jurisdiction=Minnesota party=Electromed_Inc.
+ effective_date=2020-08-27 jurisdiction=Delaware party=
+ effective_date=2002-06-21 jurisdiction=Texas party=Mannatech_Inc.
+ effective_date= jurisdiction=Colorado party=
+ effective_date=2007-10-31 jurisdiction=Colorado party=
+ effective_date=2017-05-24 jurisdiction=Nevada party=
+ effective_date=2017-12-18 jurisdiction=New_York party=
+ effective_date= jurisdiction=Delaware party=
+ jurisdiction=Illinois party=
+ effective_date=2014-12-22 jurisdiction=New_York party=
+ effective_date=2012-01-27 jurisdiction=Delaware party=
+ effective_date=2006-07-10 jurisdiction=Florida party=Sun_Energy_Solar_Inc.
+ effective_date= jurisdiction=Virginia party=CACI_International_Inc.
+ effective_date= jurisdiction=California party=
+ effective_date=2005-09-19 jurisdiction=Nevada party=
+ effective_date=2016-11-17 jurisdiction=Delaware party=
+ jurisdiction=New_Jersey party=
+ effective_date=2001-12-12 jurisdiction=North_Carolina party=
+ effective_date= jurisdiction=Georgia party=Apogee_Enterprises_Inc.
+ effective_date= jurisdiction=Connecticut party=
+ jurisdiction=California
+ effective_date= jurisdiction=Delaware party=BATS_Exchange_Inc.
+ effective_date=2016-07-25 jurisdiction=Florida party=Carolco_Pictures_Inc.
+ effective_date=2015-08-26 jurisdiction=Washington party=
+ effective_date=2001-03-21 jurisdiction=Oregon party=
+ effective_date=2004-03-17 jurisdiction=New_York party=
+ jurisdiction=Georgia party=Creative_Insurance_Managers_Inc.
+ effective_date= jurisdiction=Delaware party=Orbitz_LLC
+ effective_date=2015-10-26 jurisdiction=New_York party=
+ jurisdiction=Colorado party=
+ effective_date=2016-07-26 jurisdiction=California party=
+ effective_date=2004-09-29 jurisdiction=Delaware party=Telco_Solutions_III_LLC
+ effective_date= jurisdiction=Ohio party=Myers_Industries_Inc.
+ effective_date= jurisdiction=Minnesota party=
+ effective_date=2003-08-21 jurisdiction=Delaware party=
+ jurisdiction=California party=
+ effective_date= jurisdiction=Connecticut party=
+ effective_date=2019-02-14 jurisdiction=Maryland party=
+ effective_date=2016-11-17 jurisdiction=Delaware party=
+ effective_date=2019-01-16 jurisdiction=Utah party=
+ effective_date=2010-10-19 jurisdiction=California party=
+ effective_date=2012-02-12 jurisdiction=Utah party=
+ effective_date= jurisdiction=Colorado party=
+ effective_date=2009-12-8 jurisdiction=New_York party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2002-02-28 jurisdiction=California party=Openwave_Systems_Inc.
+ effective_date=2013-07-29 jurisdiction=New_York party=
+ effective_date=2006-04-21 jurisdiction=Virginia party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2007-01-31 jurisdiction=Texas party=
+ effective_date= jurisdiction=Massachusetts party=
+ effective_date=2007-04-23 jurisdiction=Colorado party=
+ effective_date=2018-04-26 jurisdiction=New_York party=Giant_Beverage_Inc.
+ jurisdiction=Michigan party=Flagstar_Bancorp_Inc.
+ effective_date=2013-01-31 jurisdiction=Pennsylvania party=
+ effective_date=2006-09-22 jurisdiction=New_York party=
+ effective_date=2012-07-3 jurisdiction=Delaware party=
+ effective_date=2011-05-27 jurisdiction=New_York party=
+ jurisdiction=Minnesota party=
+ effective_date= jurisdiction=Ohio party=
+ effective_date= jurisdiction=Oregon party=
+ effective_date=2014-07-15 jurisdiction=New_Jersey party=Realogy_Group_LLC
+ effective_date=1999-04-29 jurisdiction=Florida party=HTE_Inc.
+ effective_date= jurisdiction=Oregon party=
+ effective_date= jurisdiction=Massachusetts party=
+ effective_date= jurisdiction=Ohio party=
+ effective_date=2008-02-19 jurisdiction=Minnesota party=
+ effective_date= jurisdiction=Maryland party=
+ effective_date=1999-11-5 jurisdiction=Illinois party=
+ effective_date=2015-10-19 jurisdiction=California party=Social_Reality_Inc.
+ effective_date=2012-05-21 jurisdiction=Virginia party=
+ effective_date=2017-12-31 jurisdiction=Tennessee party=
+ effective_date=2009-02-16 jurisdiction=Delaware party=
+ effective_date=2007-09-10 jurisdiction=Maryland party=Welocalize_Inc.
+ effective_date=2013-03-1 jurisdiction=Minnesota party=
+ effective_date=2015-12-7 jurisdiction=Ohio party=Myers_Industries_Inc.
+ effective_date=1994-07-11 jurisdiction=California party=
+ effective_date=2006-10-31 jurisdiction=New_Jersey party=
+ jurisdiction=Colorado party=
+ jurisdiction=Indiana party=
+ jurisdiction=Virginia party=
+ jurisdiction=Minnesota party=
+ effective_date= jurisdiction=New_York party=
+ effective_date= jurisdiction=Delaware party=Spark_Therapeutics_Inc.
+ effective_date=2006-02-28 jurisdiction=New_York party=
+ effective_date= jurisdiction=California party=GigPeak_Inc.
+ effective_date=2008-03-28 jurisdiction=Delaware party=Hologic_Inc.
+ effective_date=2012-04-30 jurisdiction=Louisiana party=
+ effective_date=2007-11-30 jurisdiction=Georgia party=
+ effective_date=1998-09-22 jurisdiction=New_York party=
+ effective_date=2012-01-27 jurisdiction=Delaware party=
+ effective_date=1994-08-31 jurisdiction=Oregon party=
+ jurisdiction=Nevada party=
+ effective_date= jurisdiction=California party=
+ effective_date=2008-06-16 jurisdiction=North_Carolina party=
+ effective_date=2008-03-12 jurisdiction=California party=
+ effective_date=2008-07-9 jurisdiction=Georgia party=
+ effective_date= jurisdiction=California party=
+ effective_date=2012-06-22 jurisdiction=New_York party=
+ effective_date= jurisdiction= party=
+ effective_date= jurisdiction=New_York party=
+ effective_date=2017-04-24 jurisdiction=Delaware party=
+ jurisdiction=Georgia
+ jurisdiction=New_Jersey party=
+ effective_date= jurisdiction=Minnesota party=Arctic_Cat_Inc.
+ effective_date=2006-10-30 jurisdiction=Delaware party=
+ effective_date=2011-11-5 jurisdiction=Georgia party=COMVERGE_Inc.
+ effective_date=1996-03-4 jurisdiction=Kentucky party=
+ effective_date=2019-07-19 jurisdiction=Nevada party=
+ jurisdiction=Missouri
+ effective_date=2007-06-14 jurisdiction=Colorado party=
+ effective_date=2010-04-27 jurisdiction=Connecticut party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2020-11-24 jurisdiction=North_Carolina party=Red_Hat_Inc.
+ effective_date=2017-02-10 jurisdiction=California party=
+ effective_date=2018-12-17 jurisdiction=Georgia party=
+ effective_date= jurisdiction=California party=
+ effective_date=2013-05-29 jurisdiction=New_York party=
+ jurisdiction=Pennsylvania party=
+ effective_date=2005-02-5 jurisdiction=California party=
+ effective_date= jurisdiction=Maryland party=
+ effective_date= jurisdiction=California party=ZipRealty_Inc.
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2015-04-6 jurisdiction=Pennsylvania party=
+ effective_date=2003-07-30 jurisdiction=New_York party=Alloy_Inc.
+ effective_date=2003-03-31 jurisdiction=Virginia party=USA_Deck_Inc.
+ effective_date=2001-03-30 jurisdiction=Virginia party=
+ effective_date=2018-03-19 jurisdiction=Delaware party=ARMO_Biosciences_Inc.
+ effective_date= jurisdiction=Nevada party=
+ effective_date= jurisdiction=Nevada party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date=2008-09-10 jurisdiction=California party=
+ jurisdiction=Colorado party=
+ effective_date=2014-07-5 jurisdiction= party=

train/out.tsv

@@ -0,0 +1,254 @@
+ effective_date=2001-04-18 jurisdiction=Oregon party=
+ effective_date=2017-02-10 jurisdiction=California party=
+ effective_date=2012-01-6 jurisdiction=California party=
+ effective_date= jurisdiction=Pennsylvania party=
+ effective_date=2011-07-13 jurisdiction=California party=
+ effective_date=2004-11-19 jurisdiction=California party=
+ effective_date=2009-09-23 jurisdiction=New_York party=
+ effective_date=2011-02-28 jurisdiction=Delaware party=
+ effective_date= jurisdiction=Illinois party=
+ effective_date=2006-12-28 jurisdiction=New_York party=
+ effective_date=2014-12-11 jurisdiction=Delaware party=
+ effective_date= jurisdiction=Iowa party=
+ effective_date=2009-01-15 jurisdiction=Delaware party=
+ jurisdiction=Indiana party=
+ effective_date=2013-02-18 jurisdiction=New_York party=
+ effective_date= jurisdiction=Delaware party=
+ effective_date= jurisdiction=New_York party=
+ effective_date=2006-01-30 jurisdiction=Michigan party=
+ effective_date=2004-10-28 jurisdiction=Connecticut party=
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