lightweight-hybrid-v1

token_logistic_regression · corrected_then_ai · Completed · 48 samples · 1569 spans
0.44Token F1
0.2268Span F1
127Unmatched labels
10Test CVs

Field-Level Scores

Field Precision Recall F1 Errors
contact 0.4712 0.7313 0.5731 FP 55 · FN 18
location 0.3778 0.3148 0.3434 FP 28 · FN 37
skills 0.3283 0.7228 0.4515 FP 448 · FN 84
education 0.5123 0.6561 0.5754 FP 158 · FN 87
employment 0.4389 0.7381 0.5505 FP 317 · FN 88

Unmatched Label Types

Label Count
EXP_POSITION 22
COUNTRY 17
EDU_DEGREE 16
SKILL 15
CITY 14
EXP_COMPANY 12
CERTIFICATION 10
EDU_UNIVERSITY 7
PHONE 6
LINKEDIN 3
NAME 2
PROFESSION 2
LOCATION 1

Worst Test Samples

Sample Span F1 Counts False Negatives False Positives
CV_Lajmi_2022.docx
Sample 26 · corrected
0.0575 Gold 47 · Pred 127 · FN 42 · FP 122
CERTIFICATION: aerodrome certification audit
CERTIFICATION: Human factor training
CERTIFICATION: Safety Management System Module 1
CERTIFICATION: Occurence report system
CERTIFICATION: Risk assessment and Safety study
CERTIFICATION: Advanced Safety Study
CERTIFICATION: Basic Security training
CERTIFICATION: GNS1 : Safety Managment System
CERTIFICATION: Security of cargo and mail
CERTIFICATION: GSN 3- Emergency Planning and crisis management
CERTIFICATION: GSN 2 - Airside Safety & Operations
CERTIFICATION: Airport Environmental Management
CERTIFICATION: CIVIL
CERTIFICATION: AUTHORITY
CERTIFICATION: (
CERTIFICATION: BY
CERTIFICATION: Safety
CERTIFICATION: Safety
CERTIFICATION: ) Safety
CERTIFICATION: training for ATC
CERTIFICATION: 2012
CERTIFICATION: 2015 FRENCH
CERTIFICATION: training
CERTIFICATION: certification Audit Safety Management System
A_K_Dwivedi_336829.pdf
Sample 6 · corrected
0.0653 Gold 29 · Pred 216 · FN 21 · FP 208
COUNTRY: Kuwait
EDU_DEGREE: A.M.I.E. B.E. Mechanical Engineering
EDU_UNIVERSITY: I.E.R.T. Allahabad
EXP_COMPANY: M/s. BURGAN DRILLING COMPANY
EXP_COMPANY: M/S JASSIM TRANSPORT & STEVEDORING Co. WLL
EXP_COMPANY: M/S AL-IRSHAD GEN. TRADING & CONT. COMPANY
EXP_COMPANY: M/S SHAHEEN AL- GHANIM , ROAD AND BRIDGE CONST. Co.
EXP_COMPANY: M/S GAJRA BEVEL GRARS LTD.
EXP_COMPANY: M/S WEAVER TRACKS PVT LTD
EXP_COMPANY: M/S TATA ENGINEERING & LOCOMOTIVE CO. LTD
EXP_POSITION: WORKSHOP MANAGER
EXP_POSITION: Fleet Maintenance Manager
CERTIFICATION: CC8800-2200
CERTIFICATION: Safety
CERTIFICATION: Health
CERTIFICATION: Productivity
CERTIFICATION: Safety
CERTIFICATION: )
CERTIFICATION: Organization
CERTIFICATION: Training
CERTIFICATION: (
CERTIFICATION: )
CERTIFICATION: Dealer
CERTIFICATION: /
344_MUHAMMAD_JC-40_1.pdf
Sample 20 · ai
0.0938 Gold 13 · Pred 51 · FN 10 · FP 48
EDU_DEGREE: Education type : Bachelors
EDU_DEGREE: Education : Degree
EDU_UNIVERSITY: Education : Degree
EDU_UNIVERSITY: Specialization : Information Technology , Electrical , Electrical ,
EDU_UNIVERSITY: Job :
EDU_UNIVERSITY: Offer :
EDU_UNIVERSITY: Country : Algeria
EDU_UNIVERSITY: What is the meaning of below tags
EDU_UNIVERSITY: System :
EDU_UNIVERSITY: Email signature :
CERTIFICATION: (
CERTIFICATION: Basic
CERTIFICATION: 5000 60000
CERTIFICATION: )
CERTIFICATION: 3000 36000
CERTIFICATION: )
EDU_DEGREE: Degree
EDU_DEGREE: Specialization
EDU_DEGREE: Technology
EDU_DEGREE: Master of Science in Electrical Engineering
EDU_DEGREE: specified
EDU_DEGREE: Science )
Resume_Maheshkumar_CACPA_Bcom.pdf
Sample 34 · corrected
0.1032 Gold 38 · Pred 117 · FN 30 · FP 109
CERTIFICATION: Certified Public Accountant ( CPA )
EDU_DEGREE: Chartered Accountancy
EDU_DEGREE: Company Secretary executive
EDU_UNIVERSITY: CPA Australia , Australia
EDU_UNIVERSITY: Institute of Chartered Accountants of India ( ICAI ) , India
EDU_UNIVERSITY: Institute of Company Secretaries of India ( ICSI )
EXP_COMPANY: Magna Tyres Group , UAE
EXP_COMPANY: Mills Trading LLC , UAE
EXP_COMPANY: Agro Indus Credits Limited , India
EXP_COMPANY: G Joseph & Associates , Chartered Accountants , India
EXP_POSITION: Finance Manager
EXP_POSITION: Finance Manager
CERTIFICATION: 2015 Certified Public
CERTIFICATION: ( CPA )
CERTIFICATION: (
CERTIFICATION: )
CERTIFICATION: (
CERTIFICATION: ( CAD
CERTIFICATION: 1
CERTIFICATION: Institute
CERTIFICATION: ICAI
CERTIFICATION: systems
CERTIFICATION: Focus ( ERP )
CERTIFICATION: Dynamics
Arsh_CV_V2.pdf
Sample 23 · corrected
0.153 Gold 39 · Pred 144 · FN 25 · FP 130
CITY: Dubai
COUNTRY: UAE
EDU_DEGREE: Computer Science Engineering
EDU_UNIVERSITY: Indian Institute of Technology , Bombay , India
EDU_UNIVERSITY: Canadian University of Dubai , Dubai , UAE
EDU_UNIVERSITY: Board of Higher Secondary Education , Hyderabad , India
EXP_COMPANY: Grand Optics LLC
EXP_COMPANY: Al Khatib Properties LLC
EXP_COMPANY: Marine Registration Services LLC
EXP_POSITION: IT Director
EXP_POSITION: Project Manager
LOCATION: Port Saeed
CERTIFICATION: & Developing
CERTIFICATION: 2015
CERTIFICATION: 2015
CERTIFICATION: Digital
CERTIFICATION: 2014
CERTIFICATION: Interest
CERTIFICATION: Language
CERTIFICATION: Training
CITY: Dubai
EDU_DEGREE: in
EDU_DEGREE: Marketing
EDU_DEGREE: Technologies
Rakshani-CV.docx
Sample 8 · corrected
0.2727 Gold 29 · Pred 37 · FN 20 · FP 28
COUNTRY: Indian
EDU_DEGREE: Pursuing graduation
EDU_DEGREE: higher secondary
EDU_DEGREE: Secondary School
EDU_UNIVERSITY: Sant Gadge Baba University
EDU_UNIVERSITY: Bhagyashree College
EDU_UNIVERSITY: Holy Cross High School , Amravati.
EXP_COMPANY: Ashoka Hotel – Nagpur
EXP_COMPANY: Vastusankalp Group – Mumbai
EXP_COMPANY: Morpheus Consultancy – Mumbai
EXP_POSITION: Property Consultant
EXP_POSITION: HR Consultant/Recruiter
EDU_DEGREE: higher secondary from
EDU_DEGREE: Secondary School from
EDU_DEGREE: –
EDU_DEGREE: Consultancy –
EDU_DEGREE: LANGUAGES
EDU_UNIVERSITY: Mumbai
EDU_UNIVERSITY: Gadge
EDU_UNIVERSITY: Baba University
EDU_UNIVERSITY: Bhagyashree College March
EDU_UNIVERSITY: Cross
EDU_UNIVERSITY: High School , Amravati.
EDU_UNIVERSITY: Mumbai
JESSA_BUNAGAN_NEWW.pdf
Sample 32 · corrected
0.2892 Gold 30 · Pred 53 · FN 18 · FP 41
EDU_DEGREE: High School Diploma
EDU_DEGREE: Elementary Diploma
EDU_UNIVERSITY: Cagayan State University
EDU_UNIVERSITY: Enrile East Central School Magalalag
EXP_COMPANY: Saudia Hypermarket Qatar
EXP_COMPANY: Asa Philippines Foundation Inc.
EXP_COMPANY: ACTIVE COOPERATION FOR ECONOMIC SUSTENANCE MULTI-PURPOSE COOPERATIVE
EXP_COMPANY: SM HYPER MARKET CHERRY CONGRESIONAL
EXP_POSITION: Microfinance Officer
EXP_POSITION: Cashier
LANGUAGE: Tagalog
LOCATION: #Street 59 house #156
CERTIFICATION: Office
CERTIFICATION: Language
CERTIFICATION: Foundation
CERTIFICATION: Diploma
EDU_DEGREE: Tagalog
EDU_DEGREE: Microfinance
EDU_DEGREE: –
EDU_DEGREE: Cashier
EDU_DEGREE: –
EDU_DEGREE: High
EDU_DEGREE: Diploma
EDU_DEGREE: Elementary
Ahmed_Awad.docx
Sample 50 · corrected
0.3372 Gold 34 · Pred 138 · FN 5 · FP 109
EDU_DEGREE: A2 Level
EDU_UNIVERSITY: Shorefields Comprehensive School
EXP_COMPANY: STRATA
LOCATION: Al Manara Tower
SKILL: Communication
CERTIFICATION: (
CERTIFICATION: Quality
CERTIFICATION: System
CERTIFICATION: ,
CERTIFICATION: Management System ( QMS
CERTIFICATION: Quality Management System Auditor/Lead Auditor certified by the IRCA
CERTIFICATION: 9000
CERTIFICATION: 9001
CERTIFICATION: Institute of Leadership and Management Endorsed Award certified by ILM.
CERTIFICATION: Internal Auditor ( OHSAS 18001 Series Standards )
CERTIFICATION: ISO 9000 : 2000 FOUNDATION
CERTIFICATION: ISO 14000 & EMAS FOUNDATION.
Sarang_O_original_-_Copy.pdf
Sample 35 · ai
0.5391 Gold 35 · Pred 80 · FN 4 · FP 49
SKILL: Incoterms
SKILL: Contractual Knowledge
SKILL: Team leader
SKILL: CRM
EDU_DEGREE: Engineering
EXP_COMPANY: Design
EXP_COMPANY: )
EXP_COMPANY: &
EXP_COMPANY: &
EXP_POSITION: Sales
EXP_POSITION: &
LOCATION: Duabi
NAME: 
PROFESSION: &
PROFESSION: &
SKILL: and
Khyati_Mayur_Trivedi_-_CV.docx
Sample 13 · corrected
0.5735 Gold 40 · Pred 96 · FN 1 · FP 57
PHONE: ( +971 ) 565 320 905
CERTIFICATION: Training
CERTIFICATION: Training
CERTIFICATION: Training
COUNTRY: United
EDU_DEGREE: in
EDU_DEGREE: 2010
EXP_COMPANY: ,
EXP_COMPANY: P
EXP_COMPANY: F.GHEEWALA- ZTECH MANPOWER SERVICES ,
EXP_COMPANY: Services
EXP_COMPANY: VAIBHAV LOAN SOLUTIONS & SERVICES – XX , India
EXP_COMPANY: IT

Weak Labels Not Found In CV Text

Sample Count Labels
Neethu_Gopi.pdf
Sample 42 · corrected
14
EDU_UNIVERSITY: College of Pharmaceutical Sciences, Govt. Medical college, Thiruvananthapuram, India
EXP_POSITION: Role : Accurately dispensing drugs to patients according to a doctor's prescription
EDU_UNIVERSITY: College of Pharmaceutical Sciences, Govt. Medical college, Thiruvananthapuram
EDU_UNIVERSITY: Board of Higher secondary Examination, Kerala, India
LINKEDIN: https://www.linkedin.com/in/neethu-gopi-8a8b4179
SKILL: Review Prescriptions And Patient Counseling
EDU_UNIVERSITY: Secondary School Examination, Kerala, India
SKILL: Customer Service And Communication Skills
EXP_COMPANY: Delight Medicals, Kottayam, Kerala
EXP_COMPANY: Aparna Medicals, Kottayam, Kerala
SKILL: Pharmacy Operations Management
SKILL: Pharmacy Benefits Management
SKILL: Drug Interaction Assessment
COUNTRY: United Arab Emirates
Firas_CV__Jan_2023-_Online.docx
Sample 31 · corrected
9
CERTIFICATION: MCTS Microsoft Certified Technology Specialist, Windows 7 - April 2015, Microsoft IT Academy
CERTIFICATION: Mini MBA Certificate - May 2016, PRICEWATERHOUSECOOPER Academy, Abu Dhabi
CERTIFICATION: Microsoft Certified Professional MCP - April 2015, Microsoft IT Academy
CERTIFICATION: MCTS Microsoft Project 2010 - June 2015, Microsoft IT Academy
CERTIFICATION: Microsoft Specialist - January 2015, Microsoft IT Academy
EXP_COMPANY: Ministry of Presidential Affairs / Camel Race Division
EXP_COMPANY: Ministry of Presidential Affairs / Camel Race Division
EXP_COMPANY: Ministry of Presidential Affairs / Camel Race Division
PROFESSION: Information Technology Manager, IT Project Manager
Resume_Maheshkumar_CACPA_Bcom.pdf
Sample 34 · corrected
5
EDU_DEGREE: Certified Public Accountant (CPA)
SKILL: Financial Planning & Analysis
EDU_DEGREE: Bachelor of Commerce (B.Com)
CERTIFICATION: Chartered Accountant (ICAI)
SKILL: Budgeting
cv11.pdf
Sample 25 · corrected
5
EDU_UNIVERSITY: DUBAI MODERN EDUCATION SCHOOL
SKILL: PREPARATION AND ORGANIZATION
COUNTRY: United Arab Emirates
PROFESSION: Legal Professional
SKILL: PROBLEM SOLVING
CV_Khrystyna.pdf
Sample 29 · corrected
5
EXP_POSITION: Personal assistant in non-commercial organization
EDU_DEGREE: Intensive course of French Language
EDU_DEGREE: EASA CC Attestation
CITY: Dubai
COUNTRY: UAE
Sarang_O_original_-_Copy.pdf
Sample 35 · ai
4
SKILL: MS Office
LOCATION: Dubai
CITY: Dubai
COUNTRY: UAE
CV_Lajmi_2022.docx
Sample 26 · corrected
4
EDU_DEGREE: Air Navigation, Rank of second lieutenant
CERTIFICATION: Safety Management System implementation
EXP_COMPANY: BORJ EL AMRI AVIATION ACADEMY
EXP_POSITION: General Manager East Africa
Ahmed_Awad.docx
Sample 50 · corrected
4
EDU_DEGREE: BEng in Engineering (Hons), specialised in Aerospace Materials Engineering
EDU_DEGREE: PhD in Engineering, specialised in Materials and Electronics Engineering
EXP_POSITION: Project Management
COUNTRY: UAE
A_Mohamed_Ansari_309761.pdf
Sample 5 · corrected
4
EDU_UNIVERSITY: National Institute of Construction Management and Research, Pune
EXP_COMPANY: Higgs & Hill Qatar (wll) (Royal BAM Group, Netherlands’)
EDU_DEGREE: Bachelor of Engineering in Civil Engineering
EDU_DEGREE: Certificate in CADD Rel.14
9_CV_Obaid.pdf
Sample 3 · corrected
4
EXP_POSITION: Assistant Legal Advisor, Legislation Committee
EXP_POSITION: Lawyer
EXP_POSITION: Lawyer
EXP_POSITION: Lawyer
Khyati_Mayur_Trivedi_-_CV.docx
Sample 11 · corrected
4
EXP_POSITION: Business Development / Sales, Marketing Manager & Global Recruiter
EXP_COMPANY: VAIBHAV LOAN SOLUTIONS & SERVICES – India
EXP_COMPANY: F.GHEEWALA- ZTECH MANPOWER SERVICES, UAE
PHONE: +971 565 320 905
Arsh_CV_V2.pdf
Sample 23 · corrected
3
EDU_DEGREE: Artificial Intelligence & Robotics Engineering
CERTIFICATION: Entrepreneurship, June 2018, Dubai, UAE
CERTIFICATION: Digital Marketing, May 2016, Dubai, UAE
ABDALLAH_KOURRI_CV_Apr2022.docx
Sample 27 · ai
3
EXP_COMPANY: Quebecor- Mediapages (Vidétron)
EDU_DEGREE: Master – Business Intelligence
SKILL: Data Analysis
Ahmed_Awad.docx
Sample 40 · corrected
3
COUNTRY: United Arab Emirates
EXP_POSITION: Project Management
CITY: Al Ain
Ashik_Mankarathodi_original.pdf
Sample 4 · corrected
3
LINKEDIN: https://www.linkedin.com/in/ashik-mankarathodi
CITY: Dubai
SKILL: Excel
A_S_Shahul_Hameed_296384.pdf
Sample 17 · corrected
3
PHONE: +971559040029
PHONE: +919841092515
COUNTRY: UAE, India
Anwar_Shaikh_Abbas.docx
Sample 14 · corrected
3
CERTIFICATION: Jotun Paints – Oman for Internal/External Painting Systems
PHONE: 050 1097929
CITY: Abudhabi
nelmina-domingo.pdf
Sample 21 · corrected
3
NAME: Nelmina Domingo
EXP_POSITION: Store Assistant
CITY: Dubai
ResumeMuhammadTariqNaseer.pdf
Sample 19 · corrected
3
COUNTRY: United Arab Emirates
EDU_UNIVERSITY: Awards
CITY: Dubai
344_MUHAMMAD_JC-40_1.pdf
Sample 20 · ai
2
NAME: MUHAMMAD ZUBAIR
EDU_DEGREE: Degree
Khyati_Mayur_Trivedi_-_CV.docx
Sample 13 · corrected
2
EXP_COMPANY: VAIBHAV LOAN SOLUTIONS & SERVICES – India
EXP_COMPANY: F.GHEEWALA- ZTECH MANPOWER SERVICES, UAE
Anwar_Shaikh_Abbas.docx
Sample 15 · corrected
2
PHONE: 050 1097929
CITY: Abudhabi
Hamza_Tawa_Resume_1_8rnqKiL.pdf
Sample 18 · corrected
2
EXP_POSITION: Investment Banking Analyst | M&A and Valuation Advisory
EDU_DEGREE: Cleared CFA Level 1
Khyati_Mayur_Trivedi_-_CV.docx
Sample 10 · corrected
2
EXP_POSITION: Business Development / Sales, Marketing Manager & Global Recruiter
COUNTRY: UAE
OLGA_PAPADOPOULOU_CV_3_1.pdf
Sample 22 · corrected
2
SKILL: HTML
SKILL: CSS

Raw Metrics

{
  "token_entity_precision": 0.3507,
  "token_entity_recall": 0.5903,
  "token_entity_f1": 0.44,
  "span_precision": 0.1492,
  "span_recall": 0.4731,
  "span_f1": 0.2268,
  "gold_span_count": 334,
  "predicted_span_count": 1059,
  "field_metrics": [
    {
      "field": "contact",
      "precision": 0.4712,
      "recall": 0.7313,
      "f1": 0.5731,
      "tp": 49,
      "fp": 55,
      "fn": 18
    },
    {
      "field": "location",
      "precision": 0.3778,
      "recall": 0.3148,
      "f1": 0.3434,
      "tp": 17,
      "fp": 28,
      "fn": 37
    },
    {
      "field": "skills",
      "precision": 0.3283,
      "recall": 0.7228,
      "f1": 0.4515,
      "tp": 219,
      "fp": 448,
      "fn": 84
    },
    {
      "field": "education",
      "precision": 0.5123,
      "recall": 0.6561,
      "f1": 0.5754,
      "tp": 166,
      "fp": 158,
      "fn": 87
    },
    {
      "field": "employment",
      "precision": 0.4389,
      "recall": 0.7381,
      "f1": 0.5505,
      "tp": 248,
      "fp": 317,
      "fn": 88
    }
  ],
  "worst_samples": [
    {
      "sample_id": 26,
      "file_name": "CV_Lajmi_2022.docx",
      "label_source": "corrected",
      "gold_span_count": 47,
      "predicted_span_count": 127,
      "false_positive_count": 122,
      "false_negative_count": 42,
      "token_error_count": 205,
      "span_precision": 0.0394,
      "span_recall": 0.1064,
      "span_f1": 0.0575,
      "false_positives": [
        {
          "label": "CERTIFICATION",
          "text": "CIVIL",
          "start_token": 56,
          "end_token": 57
        },
        {
          "label": "CERTIFICATION",
          "text": "AUTHORITY",
          "start_token": 58,
          "end_token": 59
        },
        {
          "label": "CERTIFICATION",
          "text": "(",
          "start_token": 73,
          "end_token": 74
        },
        {
          "label": "CERTIFICATION",
          "text": "BY",
          "start_token": 75,
          "end_token": 76
        },
        {
          "label": "CERTIFICATION",
          "text": "Safety",
          "start_token": 144,
          "end_token": 145
        },
        {
          "label": "CERTIFICATION",
          "text": "Safety",
          "start_token": 148,
          "end_token": 149
        },
        {
          "label": "CERTIFICATION",
          "text": ") Safety",
          "start_token": 271,
          "end_token": 273
        },
        {
          "label": "CERTIFICATION",
          "text": "training for ATC",
          "start_token": 485,
          "end_token": 488
        },
        {
          "label": "CERTIFICATION",
          "text": "2012",
          "start_token": 575,
          "end_token": 576
        },
        {
          "label": "CERTIFICATION",
          "text": "2015 FRENCH",
          "start_token": 589,
          "end_token": 591
        },
        {
          "label": "CERTIFICATION",
          "text": "training",
          "start_token": 618,
          "end_token": 619
        },
        {
          "label": "CERTIFICATION",
          "text": "certification Audit Safety Management System",
          "start_token": 620,
          "end_token": 625
        }
      ],
      "false_negatives": [
        {
          "label": "CERTIFICATION",
          "text": "aerodrome certification audit",
          "start_token": 102,
          "end_token": 105
        },
        {
          "label": "CERTIFICATION",
          "text": "Human factor training",
          "start_token": 616,
          "end_token": 619
        },
        {
          "label": "CERTIFICATION",
          "text": "Safety Management System Module 1",
          "start_token": 622,
          "end_token": 627
        },
        {
          "label": "CERTIFICATION",
          "text": "Occurence report system",
          "start_token": 627,
          "end_token": 630
        },
        {
          "label": "CERTIFICATION",
          "text": "Risk assessment and Safety study",
          "start_token": 630,
          "end_token": 635
        },
        {
          "label": "CERTIFICATION",
          "text": "Advanced Safety Study",
          "start_token": 640,
          "end_token": 643
        },
        {
          "label": "CERTIFICATION",
          "text": "Basic Security training",
          "start_token": 646,
          "end_token": 649
        },
        {
          "label": "CERTIFICATION",
          "text": "GNS1 : Safety Managment System",
          "start_token": 649,
          "end_token": 654
        },
        {
          "label": "CERTIFICATION",
          "text": "Security of cargo and mail",
          "start_token": 654,
          "end_token": 659
        },
        {
          "label": "CERTIFICATION",
          "text": "GSN 3- Emergency Planning and crisis management",
          "start_token": 659,
          "end_token": 666
        },
        {
          "label": "CERTIFICATION",
          "text": "GSN 2 - Airside Safety & Operations",
          "start_token": 668,
          "end_token": 675
        },
        {
          "label": "CERTIFICATION",
          "text": "Airport Environmental Management",
          "start_token": 680,
          "end_token": 683
        }
      ]
    },
    {
      "sample_id": 6,
      "file_name": "A_K_Dwivedi_336829.pdf",
      "label_source": "corrected",
      "gold_span_count": 29,
      "predicted_span_count": 216,
      "false_positive_count": 208,
      "false_negative_count": 21,
      "token_error_count": 271,
      "span_precision": 0.037,
      "span_recall": 0.2759,
      "span_f1": 0.0653,
      "false_positives": [
        {
          "label": "CERTIFICATION",
          "text": "CC8800-2200",
          "start_token": 171,
          "end_token": 172
        },
        {
          "label": "CERTIFICATION",
          "text": "Safety",
          "start_token": 334,
          "end_token": 335
        },
        {
          "label": "CERTIFICATION",
          "text": "Health",
          "start_token": 336,
          "end_token": 337
        },
        {
          "label": "CERTIFICATION",
          "text": "Productivity",
          "start_token": 433,
          "end_token": 434
        },
        {
          "label": "CERTIFICATION",
          "text": "Safety",
          "start_token": 440,
          "end_token": 441
        },
        {
          "label": "CERTIFICATION",
          "text": ")",
          "start_token": 1003,
          "end_token": 1004
        },
        {
          "label": "CERTIFICATION",
          "text": "Organization",
          "start_token": 1176,
          "end_token": 1177
        },
        {
          "label": "CERTIFICATION",
          "text": "Training",
          "start_token": 1437,
          "end_token": 1438
        },
        {
          "label": "CERTIFICATION",
          "text": "(",
          "start_token": 1464,
          "end_token": 1465
        },
        {
          "label": "CERTIFICATION",
          "text": ")",
          "start_token": 1466,
          "end_token": 1467
        },
        {
          "label": "CERTIFICATION",
          "text": "Dealer",
          "start_token": 1525,
          "end_token": 1526
        },
        {
          "label": "CERTIFICATION",
          "text": "/",
          "start_token": 1713,
          "end_token": 1714
        }
      ],
      "false_negatives": [
        {
          "label": "COUNTRY",
          "text": "Kuwait",
          "start_token": 25,
          "end_token": 26
        },
        {
          "label": "EDU_DEGREE",
          "text": "A.M.I.E. B.E. Mechanical Engineering",
          "start_token": 312,
          "end_token": 316
        },
        {
          "label": "EDU_UNIVERSITY",
          "text": "I.E.R.T. Allahabad",
          "start_token": 306,
          "end_token": 308
        },
        {
          "label": "EXP_COMPANY",
          "text": "M/s. BURGAN DRILLING COMPANY",
          "start_token": 13,
          "end_token": 17
        },
        {
          "label": "EXP_COMPANY",
          "text": "M/S JASSIM TRANSPORT & STEVEDORING Co. WLL",
          "start_token": 897,
          "end_token": 904
        },
        {
          "label": "EXP_COMPANY",
          "text": "M/S AL-IRSHAD GEN. TRADING & CONT. COMPANY",
          "start_token": 1045,
          "end_token": 1052
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    "B-EDU_DEGREE",
    "B-EDU_UNIVERSITY",
    "B-EMAIL",
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    "B-LANGUAGE",
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    "B-LOCATION",
    "B-NAME",
    "B-PHONE",
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  ],
  "model_kind": "token_logistic_regression",
  "warning": "This is a weak-label baseline trained from corrected labels when available and AI labels otherwise. It is not a production LayoutLM model."
}