initial

.ipynb_checkpoints/run-checkpoint.ipynb

@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

.jovianrc

@@ -0,0 +1,3 @@
+{
+  "notebooks": {}
+}

dev-0/.~lock.expected.tsv#

@@ -0,0 +1 @@
+,DESKTOP-QF2J2E3/riraa,DESKTOP-QF2J2E3,03.05.2022 17:28,file:///C:/Users/riraa/AppData/Roaming/LibreOffice/4;

dev-0/.~lock.in.tsv#

@@ -0,0 +1 @@
+,DESKTOP-QF2J2E3/riraa,DESKTOP-QF2J2E3,03.05.2022 17:28,file:///C:/Users/riraa/AppData/Roaming/LibreOffice/4;

dev-0/.~lock.out.tsv#

@@ -0,0 +1 @@
+,DESKTOP-QF2J2E3/riraa,DESKTOP-QF2J2E3,03.05.2022 17:26,file:///C:/Users/riraa/AppData/Roaming/LibreOffice/4;

dev-0/out.tsv

@@ -0,0 +1,83 @@
+effective_date=2014-05-20 jurisdiction=New_York term=3_years party=Visser_Precision_Cast_Llc party=Gregory_A._Ruegsegger
+effective_date=2008-04-08 jurisdiction=Georgia party=Oglethorpe_Power_Corporation party=Frank_G._Gill
+effective_date=1999-05-03 jurisdiction=Delaware party=New_Mountain_Capital_Llc
+effective_date=2009-02-23 jurisdiction=Massachusetts party=Nitromed_Inc. party=Kenneth_M._Bate
+effective_date=2015-03-01 jurisdiction=Delaware term=12_months party=Teva_Pharmaceutical_Industries_Ltd.
+effective_date=2003-10-10 jurisdiction=Washington party=First_Financial_Northwest_Inc. party=Spencer_L._Schneider
+effective_date=1999-05-03 jurisdiction=Delaware party=California_Micro_Devices_Corporation party=Robert_V._Dickinson
+effective_date=2003-10-02 jurisdiction=New_Jersey term=2_years party=Interpace_Diagnostics_Group_Inc.
+effective_date=2002-10-06 jurisdiction=New_York party=Intercept_Pharmaceuticals_Inc. party=Mark_E._Pruzanski
+effective_date=1999-05-03 party=Anadigics_Inc. party=Walter_R._Bashaw
+effective_date=2001-03-03 jurisdiction=Delaware party=State_Com
+effective_date=1999-05-03 jurisdiction=Delaware term=5_years party=Tesaro_Inc. party=Craig_W._Logan
+effective_date=2012-12-17 jurisdiction=Delaware term=1_year party=Allergan_Inc. party=David_M._Lawrence
+effective_date=2000-05-23 jurisdiction=Delaware party=Com_Inc.
+jurisdiction=Delaware term=2_years party=Virgin_Mobile_Usa_Llc
+effective_date=2012-01-25 jurisdiction=Massachusetts term=2_years party=Business_Com party=Richard_A._Packer
+effective_date=2008-07-31 jurisdiction=Delaware party=Cogent_Inc. party=David_G._Fellner
+jurisdiction=California term=2_years party=Penumbra_Inc. party=Robert_D._Evans
+effective_date=1999-05-03 jurisdiction=New_York term=3_years party=Aol_Inc. party=Christine_C._Pantoya
+effective_date=2017-07-11 jurisdiction=California party=Cubic_Corporation party=John_D._Thomas
+effective_date=2003-10-02 jurisdiction=Iowa term=12_months party=Flexsteel_Industries_Inc. party=Jerald_K._Dittmer
+effective_date=1999-05-03 jurisdiction=Delaware term=12_months party=Integrated_Device_Technology_Inc.
+jurisdiction=Virginia term=3_years party=Maximus_Inc. party=Bruce_L._Caswell
+jurisdiction=North_Carolina party=Inspire_Pharmaceuticals_Inc. party=Christy_L._Shaffer
+jurisdiction=Arizona party=Compuware_Corporation
+jurisdiction=Indiana party=The_Bank
+jurisdiction=New_Jersey
+effective_date=1964-05-03 jurisdiction=California party=The_Company party=Kenneth_I._Juster
+effective_date=1999-05-03 jurisdiction=Delaware party=Focus_Brands_Inc.
+effective_date=2005-03-04 jurisdiction=Georgia party=Citi_Trends_Inc.
+effective_date=2005-07-03 jurisdiction=Delaware term=5_years party=Common_Sense_Ltd. party=Stephen_E._King
+effective_date=2015-06-23 jurisdiction=New_York party=Consac_Llc
+effective_date=2008-01-01 jurisdiction=California party=Biolargo_Inc. party=Joseph_L._Provenzano
+jurisdiction=Minnesota
+jurisdiction=Delaware term=2_years party=Kbs_Capital_Advisors_Llc
+jurisdiction=Kentucky term=1_year party=Cafepress_Inc. party=Ekumene_M._Lysonge
+effective_date=2017-01-13 jurisdiction=Minnesota party=Target_Corporation
+jurisdiction=Ohio
+jurisdiction=Michigan party=Tex_Inc.
+effective_date=1999-05-03 jurisdiction=California party=Gigpeak_Inc.
+effective_date=1999-05-03 jurisdiction=Minnesota party=New_England_Business_Service_Inc. party=Thomas_D._Gleason
+effective_date=2008-11-06 jurisdiction=California party=Unfair_Com
+effective_date=1999-05-03 jurisdiction=Delaware term=12_months party=Opsware_Inc.
+effective_date=2018-05-03 jurisdiction=Illinois term=12_months party=Ahp_Servicing_Llc
+effective_date=1999-05-03 jurisdiction=Minnesota term=2_years party=Flexsteel_Industries_Inc. party=Donald_D._Dreher
+effective_date=2010-06-23 jurisdiction=Texas term=2_years party=Chalmers_Energy_Inc. party=Munawar_H._Hidayatallah
+jurisdiction=New_Jersey party=Algorx_Pharmaceuticals_Inc.
+effective_date=2009-11-06 jurisdiction=Delaware party=Hid_Global_Corporation party=Robert_T._De
+effective_date=2001-05-03 jurisdiction=Washington party=Corus_Pharma_Inc. party=Jonathan_P._Mow
+jurisdiction=Georgia term=1_year party=Omni_National_Bank party=Jeffrey_L._Levine
+effective_date=1999-05-03 jurisdiction=Delaware term=12_month party=Insight_Venture_Partners_Llc
+effective_date=1999-03-16 jurisdiction=Oregon party=Acumed_Inc.
+effective_date=2008-07-02 jurisdiction=California party=Unionbancal_Corporation party=David_R._Andrews
+effective_date=2012-06-11 jurisdiction=Delaware party=Lightwave_Logic_Inc. party=Ronald_A._Bucchi
+effective_date=1999-05-03 jurisdiction=Delaware term=12_months party=Webex_Communications_Inc. party=Mark_T._Gorman
+effective_date=2007-04-30 jurisdiction=Massachusetts term=5_years party=Implant_Sciences_Corporation party=Barry_I._Grossman
+effective_date=1967-05-03 jurisdiction=California party=The_Company party=Attachment_A._As
+effective_date=1999-05-03 jurisdiction=Delaware party=Contran_Corporation party=Roger_A._Cooke
+effective_date=2016-03-15 jurisdiction=Delaware party=The_Company party=Anthony_M._Romano
+effective_date=2005-09-15 jurisdiction=Illinois party=Midland_Company party=Paul_B._Mulhollem
+effective_date=2005-05-04 jurisdiction=Idaho party=The_Company party=Michael_L._Mooney
+effective_date=1999-05-03 jurisdiction=Washington party=Each_Company party=Catherine_M._Kilbane
+effective_date=2003-10-02 jurisdiction=California party=Wizard_World_Inc. party=John_D._Maatta
+effective_date=1999-05-03 jurisdiction=New_York term=12_months party=Omrix_Biopharmaceuticals_Inc. party=Susan_E._Morano
+effective_date=2004-05-03 jurisdiction=California term=12_months party=The_Bank party=Joseph_W._Kiley
+effective_date=1999-05-03 jurisdiction=Utah party=Galil_Medical_Inc. party=Scott_P._Youngstrom
+effective_date=1999-05-03 jurisdiction=Delaware term=3_years party=Wright_Controls_Inc. party=John_J._Delaney
+effective_date=2015-12-08 jurisdiction=Washington term=1_year party=Anchor_Bank party=Varonica_S._Ragan
+effective_date=2005-02-24 jurisdiction=Virginia term=1_year party=The_Company party=Alexander_H._Good
+effective_date=1999-05-03 jurisdiction=Connecticut term=18_months party=Mapinfo_Corporation party=David_A._Westenberg
+effective_date=2010-07-13 jurisdiction=New_York term=12_months party=Axcan_Pharma_Inc.
+effective_date=2010-05-03 jurisdiction=Delaware term=10_years party=Motorola_Inc.
+effective_date=2008-01-01 jurisdiction=Idaho term=5_years party=The_Company party=Paul_F._Judge
+effective_date=2017-10-02 jurisdiction=Delaware term=2_years party=Potbelly_Corporation
+ party=Ideal_Restaurant_Group_Inc.
+effective_date=2011-03-29 jurisdiction=Texas party=Newgistics_Inc. party=Stephen_M._Mattessich
+effective_date=2011-05-26 jurisdiction=California term=24_month party=Skyworks_Solutions_Inc. party=Richard_K._Williams
+effective_date=2006-09-01 jurisdiction=Washington term=5_years party=Exchange_Com
+effective_date=2015-04-02 jurisdiction=Delaware term=2_years party=Columbus_Mckinnon_Corporation party=Alan_S._Korman
+jurisdiction=Washington party=Adaptive_Biotechnologies_Microsoft_Corporation
+effective_date=2011-01-18 jurisdiction=New_York party=Orthovita_Inc. party=Pamela_F._Forrest
+effective_date=1999-05-03 jurisdiction=Washington term=1_year party=Alder_Biopharmaceuticals_Inc. party=James_B._Bucher
+jurisdiction=Illinois term=18_month party=The_Company

run.ipynb

@@ -0,0 +1,216 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "id": "21af5e82",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import csv\n",
+    "import re\n",
+    "from collections import Counter\n",
+    "from datetime import datetime\n",
+    "import datefinder\n",
+    "import word2number"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "fd7884b0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def most_frequent(List, howmany=1):\n",
+    "    counter = Counter(List)\n",
+    "    return counter.most_common(1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "id": "de539456",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_jurisdiction(text):\n",
+    "    us_states= r\"(Alabama|Alaska|Arizona|Arkansas|California|Colorado|Connecticut|Delaware|Florida|Georgia|Hawaii|Idaho|Illinois|Indiana|Iowa|Kansas|Kentucky|Louisiana|Maine|Maryland|Massachusetts|Michigan|Minnesota|Mississippi|Missouri|Montana|Nebraska|Nevada|New\\sHampshire|New\\sJersey|New\\sMexico|New\\sYork|North\\sCarolina|North\\sDakota|Ohio|Oklahoma|Oregon|Pennsylvania|Rhode\\sIsland|South\\sCarolina|South\\sDakota|Tennessee|Texas|Utah|Vermont|Virginia|Washington|West\\sVirginia|Wisconsin|Wyoming)\"\n",
+    "\n",
+    "    matches = re.findall(us_states, text, re.MULTILINE | re.IGNORECASE)\n",
+    "    result = most_frequent(matches)\n",
+    "\n",
+    "    if result:\n",
+    "        return result[0][0].replace(\" \", \"_\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "51106ddf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_parties(text):\n",
+    "    company_regex = r\"(([A-Z][A-za-z]+,?\\s)+(Inc\\.|LLC|Ltd\\.|Company|Corporation|INC\\.|LTD\\.|COMPANY|CORPORATION|Bank|Com|Council|Technology|Systems))\"\n",
+    "    regex2 = r\"([A-Z][a-z]+\\s[A-Z]\\.\\s[A-Z][a-z]+)\"\n",
+    "\n",
+    "    matches = re.findall(company_regex, text, re.MULTILINE)\n",
+    "    matches = [m[0] for m in matches]\n",
+    "    \n",
+    "    regex2 = re.findall(regex2, text, re.MULTILINE)\n",
+    "\n",
+    "    companies = []\n",
+    "    for m in matches:\n",
+    "        splitted = [w.capitalize().rstrip(\",\") for w in m.split()]\n",
+    "        companies.append(\" \".join(splitted))\n",
+    "\n",
+    "    result = most_frequent(companies,2)\n",
+    "\n",
+    "    \n",
+    "    if len(result) < 2:\n",
+    "        result.extend(most_frequent(regex2, 2-len(result)))   \n",
+    "\n",
+    "    if result:\n",
+    "        return [x[0].replace(\" \", \"_\") for x in result]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "e15bf4c1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_date(text):\n",
+    "    matches = []\n",
+    "    df_matches = datefinder.find_dates(text)\n",
+    "    \n",
+    "    while True:\n",
+    "        try:\n",
+    "            m = next(df_matches)\n",
+    "        except StopIteration:\n",
+    "            break\n",
+    "        except:\n",
+    "            continue\n",
+    "        matches.append(m)\n",
+    "\n",
+    "    matches = filter(lambda x: 2022 > x.year > 1950, matches)\n",
+    "\n",
+    "    dates = [x.strftime(\"%Y-%m-%d\") for x in matches]\n",
+    "\n",
+    "    result = most_frequent(dates)\n",
+    "\n",
+    "    if len(result) == 0:\n",
+    "        return None\n",
+    "    else:\n",
+    "        return result[0][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "id": "f0279749",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_term(text):\n",
+    "    term_regex = r\"\\b([\\w()]*)\\s(months?|years?)\\b\"\n",
+    "\n",
+    "    match = list(re.finditer(term_regex, text, re.MULTILINE))\n",
+    "\n",
+    "    if match:\n",
+    "        number, unit = match[0].groups()\n",
+    "    else:\n",
+    "        return None\n",
+    "\n",
+    "    if m := re.match(r\"\\d+\", number):\n",
+    "        number = m.group()\n",
+    "    else:\n",
+    "        try:\n",
+    "            number = w2n.word_to_num(re.match(r\"\\b\\w+\\b\", number).group())\n",
+    "        except:\n",
+    "            return None\n",
+    "\n",
+    "    return str(number) + \"_\" + unit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "id": "27dad743",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def run(text, needed_info):\n",
+    "    jurisdiction, date, term, parties = None, None, None, None\n",
+    "    \n",
+    "    if \"jurisdiction\" in needed_info:\n",
+    "        jurisdiction = get_jurisdiction(text)\n",
+    "    if \"effective_date\" in needed_info:\n",
+    "        date = get_date(text)\n",
+    "    if \"term\" in needed_info:\n",
+    "        term = get_term(text)\n",
+    "    if \"party\" in needed_info:\n",
+    "        parties = get_parties(text)\n",
+    "\n",
+    "    result_dict = {}\n",
+    "\n",
+    "    if date:\n",
+    "        result_dict[\"effective_date\"] = date\n",
+    "    if jurisdiction:\n",
+    "        result_dict[\"jurisdiction\"] = jurisdiction\n",
+    "    if term:\n",
+    "        result_dict[\"term\"] = term\n",
+    "\n",
+    "    result_str = \" \".join([f\"{k}={v}\" for k,v in result_dict.items()])\n",
+    "\n",
+    "    if parties:\n",
+    "        for p in parties :\n",
+    "            result_str += f\" party={p}\"\n",
+    "\n",
+    "    return result_str"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "id": "7b0f1f52",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "filenames=[('dev-0/in.tsv',\"dev-0/out.tsv\"), ('train/in.tsv', \"train/out.tsv\"), ('test-A/in.tsv', 'test-A/out.tsv')]\n",
+    "for filename in filenames:\n",
+    "    with open(filename[0], 'r', encoding=\"utf-8\") as in_file,\\\n",
+    "                open(filename[1], \"w\") as out_file:\n",
+    "            reader = csv.reader(in_file, delimiter='\\t', quoting=csv.QUOTE_NONE)\n",
+    "            for item in reader:\n",
+    "                needed_info = item[1].strip().split()\n",
+    "                text = item[2].replace(\"\\\\n\", \" \").replace(\"\\\\f\", \" \").replace(\"\\\\t\", \" \").strip()\n",
+    "                extracted = run(text, needed_info).replace(\":\", \"_\")\n",
+    "                out_file.write(extracted + \"\\n\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

run.py

@@ -0,0 +1,160 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+# In[54]:
+
+
+import csv
+import re
+from collections import Counter
+from datetime import datetime
+import datefinder
+import word2number
+
+
+# In[12]:
+
+
+def most_frequent(List, howmany=1):
+    counter = Counter(List)
+    return counter.most_common(1)
+
+
+# In[49]:
+
+
+def get_jurisdiction(text):
+    us_states= r"(Alabama|Alaska|Arizona|Arkansas|California|Colorado|Connecticut|Delaware|Florida|Georgia|Hawaii|Idaho|Illinois|Indiana|Iowa|Kansas|Kentucky|Louisiana|Maine|Maryland|Massachusetts|Michigan|Minnesota|Mississippi|Missouri|Montana|Nebraska|Nevada|New\sHampshire|New\sJersey|New\sMexico|New\sYork|North\sCarolina|North\sDakota|Ohio|Oklahoma|Oregon|Pennsylvania|Rhode\sIsland|South\sCarolina|South\sDakota|Tennessee|Texas|Utah|Vermont|Virginia|Washington|West\sVirginia|Wisconsin|Wyoming)"
+
+    matches = re.findall(us_states, text, re.MULTILINE | re.IGNORECASE)
+    result = most_frequent(matches)
+
+    if result:
+        return result[0][0].replace(" ", "_")
+
+
+# In[47]:
+
+
+def get_parties(text):
+    company_regex = r"(([A-Z][A-za-z]+,?\s)+(Inc\.|LLC|Ltd\.|Company|Corporation|INC\.|LTD\.|COMPANY|CORPORATION|Bank|Com|Council|Technology|Systems))"
+    regex2 = r"([A-Z][a-z]+\s[A-Z]\.\s[A-Z][a-z]+)"
+
+    matches = re.findall(company_regex, text, re.MULTILINE)
+    matches = [m[0] for m in matches]
+    
+    regex2 = re.findall(regex2, text, re.MULTILINE)
+
+    companies = []
+    for m in matches:
+        splitted = [w.capitalize().rstrip(",") for w in m.split()]
+        companies.append(" ".join(splitted))
+
+    result = most_frequent(companies,2)
+
+    
+    if len(result) < 2:
+        result.extend(most_frequent(regex2, 2-len(result)))   
+
+    if result:
+        return [x[0].replace(" ", "_") for x in result]
+
+
+# In[5]:
+
+
+def get_date(text):
+    matches = []
+    df_matches = datefinder.find_dates(text)
+    
+    while True:
+        try:
+            m = next(df_matches)
+        except StopIteration:
+            break
+        except:
+            continue
+        matches.append(m)
+
+    matches = filter(lambda x: 2022 > x.year > 1950, matches)
+
+    dates = [x.strftime("%Y-%m-%d") for x in matches]
+
+    result = most_frequent(dates)
+
+    if len(result) == 0:
+        return None
+    else:
+        return result[0][0]
+
+
+# In[51]:
+
+
+def get_term(text):
+    term_regex = r"\b([\w()]*)\s(months?|years?)\b"
+
+    match = list(re.finditer(term_regex, text, re.MULTILINE))
+
+    if match:
+        number, unit = match[0].groups()
+    else:
+        return None
+
+    if m := re.match(r"\d+", number):
+        number = m.group()
+    else:
+        try:
+            number = w2n.word_to_num(re.match(r"\b\w+\b", number).group())
+        except:
+            return None
+
+    return str(number) + "_" + unit
+
+
+# In[52]:
+
+
+def run(text, needed_info):
+    jurisdiction, date, term, parties = None, None, None, None
+    
+    if "jurisdiction" in needed_info:
+        jurisdiction = get_jurisdiction(text)
+    if "effective_date" in needed_info:
+        date = get_date(text)
+    if "term" in needed_info:
+        term = get_term(text)
+    if "party" in needed_info:
+        parties = get_parties(text)
+
+    result_dict = {}
+
+    if date:
+        result_dict["effective_date"] = date
+    if jurisdiction:
+        result_dict["jurisdiction"] = jurisdiction
+    if term:
+        result_dict["term"] = term
+
+    result_str = " ".join([f"{k}={v}" for k,v in result_dict.items()])
+
+    if parties:
+        for p in parties :
+            result_str += f" party={p}"
+
+    return result_str
+
+
+# In[53]:
+
+
+filenames=[('dev-0/in.tsv',"dev-0/out.tsv"), ('train/in.tsv', "train/out.tsv"), ('test-A/in.tsv', 'test-A/out.tsv')]
+for filename in filenames:
+    with open(filename[0], 'r', encoding="utf-8") as in_file,                open(filename[1], "w") as out_file:
+            reader = csv.reader(in_file, delimiter='\t', quoting=csv.QUOTE_NONE)
+            for item in reader:
+                needed_info = item[1].strip().split()
+                text = item[2].replace("\\n", " ").replace("\\f", " ").replace("\\t", " ").strip()
+                extracted = run(text, needed_info).replace(":", "_")
+                out_file.write(extracted + "\n")
+

test-A/out.tsv

@@ -0,0 +1,203 @@
+effective_date=2003-10-02 jurisdiction=Ohio term=12_months party=Lsi_Industries_Inc. party=Dennis_W._Wells
+effective_date=1999-05-03 jurisdiction=Delaware term=2_years party=Veramark_Technologies_Inc. party=Anthony_C._Mazzullo
+jurisdiction=Indiana term=6_months party=Zimmer_Inc. party=Recitals_A._For
+effective_date=1999-05-03 jurisdiction=New_York term=2_years party=Motive_Inc. party=Scott_M._Ashby
+effective_date=2015-05-21 jurisdiction=Nevada term=5_years party=Topsight_Corporation
+effective_date=2010-07-16 jurisdiction=Colorado term=20_years party=Wescor_Inc. party=Douglass_T._Simpson
+effective_date=2004-10-03 jurisdiction=Colorado party=Array_Biopharma_Inc.
+effective_date=2004-05-03 jurisdiction=Maryland party=Sunstone_Hotel_Investors_Inc. party=Gary_A._Stougaard
+effective_date=2012-01-01 jurisdiction=Delaware party=Masco_Corporation party=Donald_J._De
+effective_date=1999-05-03 jurisdiction=New_York term=2_years party=Superior_Essex_Inc. party=David_S._Aldridge
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+effective_date=2006-08-08 jurisdiction=Texas term=18_month party=Severance_Com party=Grant_E._Sims
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+ party=Dalian_Com
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+effective_date=2006-10-03 jurisdiction=Delaware term=1_year party=Technologies_Inc.
+effective_date=2003-01-02 jurisdiction=Pennsylvania party=Deferred_Com party=Stephen_P._Bramlage
+effective_date=1999-05-03 jurisdiction=New_York term=24_year party=Surviving_Corporation party=Richard_M._Graf
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+effective_date=2001-03-11 jurisdiction=Virginia party=Federal_Home_Loan_Mortgage_Corporation party=Donald_J._Bisenius
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+effective_date=2010-11-01 jurisdiction=Nevada party=Pharm_Group_Inc.
+effective_date=2019-06-04 jurisdiction=Nevada party=Renovacare_Inc. party=Harmel_S._Rayat
+effective_date=2006-12-01 jurisdiction=Delaware party=The_Company party=Stuart_G._Stein
+effective_date=2008-09-10 jurisdiction=California party=Apollo_Medical_Holdings_Inc.
+jurisdiction=Colorado party=Tanning_Technology_Corporation party=Barrett_L._Sweet
+effective_date=2003-10-02 term=2_years party=Condensate_Llc

train/out.tsv

@@ -0,0 +1,254 @@
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+effective_date=2012-01-06 jurisdiction=Florida party=The_Company
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+effective_date=2011-01-27 jurisdiction=California term=18_months party=Special_Com party=Jonathan_T._Keen
+effective_date=2004-11-19 jurisdiction=California party=Dolby_Laboratories_Inc. party=Lara_M._Hopwood
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+effective_date=2011-02-28 jurisdiction=Delaware party=Wells_Fargo_Securities_Llc party=Samuel_E._Farnham
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+effective_date=1999-05-03 jurisdiction=New_York party=Potomac_Key_Group_Llc
+effective_date=1999-05-03 jurisdiction=Delaware party=Security_Inc. party=Robert_K._Biggart
+effective_date=2009-05-03 jurisdiction=Iowa term=24_months party=The_Company
+effective_date=1999-05-03 jurisdiction=Delaware term=12_months party=Aspect_Medical_Systems_Inc. party=Susan_W._Murley
+jurisdiction=Indiana party=Incentive_Com party=David_L._Fetherman
+effective_date=2016-05-03 jurisdiction=New_York party=Central_European_Distribution_Corporation
+effective_date=1999-05-03 jurisdiction=Massachusetts term=2_years party=Neon_Systems_Inc. party=Brian_D._Helman
+effective_date=2008-08-06 jurisdiction=maine term=12_months party=The_Company party=Mark_G._Morrison
+jurisdiction=Michigan party=The_Company party=James_C._Lee
+effective_date=2004-11-05 jurisdiction=Indiana party=Haynes_Wire_Company party=Francis_J._Petro
+effective_date=2005-05-15 jurisdiction=COLORADO party=Clovis_Oncology_Inc. party=Patrick_J._Mahaffy
+jurisdiction=Georgia party=Prosperity_Bank party=Shirley_P._Fiano
+jurisdiction=New_York party=The_Company
+effective_date=2020-01-13 jurisdiction=Oregon party=Nike_Inc. party=John_J._Donahoe
+effective_date=2016-02-12 jurisdiction=Pennsylvania term=2_years party=Board_Com party=Bradley_S._Vizi
+effective_date=2008-01-01 jurisdiction=Delaware term=12_months party=Verso_Paper_Deferred_Com party=Peter_H._Kesser
+effective_date=2008-09-10 jurisdiction=Florida term=2_year party=Discover_Screens_Inc.
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+effective_date=2010-09-07 jurisdiction=Delaware party=Biodelivery_Sciences_International_Inc. party=Mark_A._Sirgo
+jurisdiction=California term=5_years party=Cisco_Systems_Inc.
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+effective_date=2013-11-11 jurisdiction=Missouri party=Compensation_Com party=Craig_W._Ashmore
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+effective_date=1999-05-03 jurisdiction=New_York term=18_months party=Acquisitions_Llc party=Catharon_J._Miller
+jurisdiction=Illinois party=First_Oak_Brook_Bancshares_Inc.
+effective_date=2005-05-04 jurisdiction=Idaho party=The_Company party=Michael_L._Mooney
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+effective_date=1999-05-03 jurisdiction=Delaware term=1_year party=Coating_Inc. party=David_H._Dingus
+jurisdiction=DELAWARE term=10_year party=Interactive_Data_Corporation
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+effective_date=2011-01-03 jurisdiction=Virginia term=18_months party=Smokeless_Tobacco_Company_John_Middleton_Company
+effective_date=1999-05-03 jurisdiction=California party=Diedrich_Coffee_Inc.
+effective_date=2004-10-03 jurisdiction=California party=Digipath_Inc.
+effective_date=2018-04-20 jurisdiction=Nevada party=The_Company party=Elaine_P._Wynn
+effective_date=2015-06-23 jurisdiction=New_York term=18_months party=The_Company party=William_S._Hughes
+effective_date=2006-05-05 jurisdiction=Washington term=1_year party=Employee_Company party=John_R._Higgins
+effective_date=1999-05-03 jurisdiction=Pennsylvania party=Maxwell_Shoe_Company_Inc. party=James_J._Tinagero
+effective_date=2008-09-29 jurisdiction=Ohio party=Cardinal_Health_Inc. party=Michael_A._Lynch
+jurisdiction=Nevada party=Heritage_Bank party=Randall_M._Chesler
+jurisdiction=Georgia party=Tz_Inc. party=Robert_S._Thompson
+effective_date=2014-04-15 jurisdiction=Delaware term=2_years party=World_Energy_Solutions_Inc. party=Philip_V._Adams
+effective_date=2015-02-10 jurisdiction=Texas party=Services_Company party=Michael_A._Carter
+effective_date=2012-05-03 jurisdiction=New_York party=Evercore_Partners_Inc.
+effective_date=1999-05-03 jurisdiction=New_York term=1_year party=Mmodal_Inc. party=Gregory_A._Belinfanti
+effective_date=2002-07-16 jurisdiction=Virginia term=5_years party=Shire_Us_Inc. party=Randal_J._Kirk
+effective_date=2017-05-03 jurisdiction=Wisconsin term=18_months party=Schneider_National_Inc.
+effective_date=2010-05-17 jurisdiction=Colorado party=Victoria_Industries_Inc. party=Robert_A._Newson
+effective_date=2006-10-30 jurisdiction=Oregon party=Tazo_Tea_Company
+effective_date=1999-05-03 jurisdiction=Delaware term=2_years party=Anadigics_Inc. party=Francis_J._Kramer
+effective_date=2001-05-22 jurisdiction=Ohio party=Aep_Energy_Services_Inc.
+effective_date=2009-01-09 jurisdiction=Missouri party=Compensation_Com party=Thomas_T._Riley
+jurisdiction=South_Dakota term=2_years party=The_Company
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