florian-hoenicke
commited on
feat: push custom dataset
Browse files- README.md +40 -0
- samples_eval.jsonl +0 -0
- samples_train.jsonl +0 -0
- topics.txt +537 -0
README.md
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@@ -0,0 +1,40 @@
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---
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license: apache-2.0
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task_categories:
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- feature-extraction
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- sentence-similarity
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language:
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- en
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tags:
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- sentence-transformers
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- feature-extraction
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- sentence-similarity
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- mteb
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- Insurance
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- Automotive
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- Coverage
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- Claims
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- Premiums
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pretty_name: insurance search for car policies
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size_categories:
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- n<1K
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---
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# jina-embeddings-v2-base-code-06052024-irct-webapp Dataset
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## Dataset Description
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The dataset "insurance search for car policies" is a generated dataset designed to support the development of domain specific embedding models for retrieval tasks.
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## Associated Model
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This dataset was used to train the [**jina-embeddings-v2-base-code-06052024-irct-webapp**](https://huggingface.co/fine-tuned/jina-embeddings-v2-base-code-06052024-irct-webapp) model.
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## How to Use
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To use this dataset for model training or evaluation, you can load it using the Hugging Face `datasets` library as follows:
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```python
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from datasets import load_dataset
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dataset = load_dataset("fine-tuned/jina-embeddings-v2-base-code-06052024-irct-webapp")
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print(dataset['test'][0])
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```
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samples_eval.jsonl
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The diff for this file is too large to render.
See raw diff
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samples_train.jsonl
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The diff for this file is too large to render.
See raw diff
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topics.txt
ADDED
@@ -0,0 +1,537 @@
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1 |
+
Accident Forgiveness
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Actual Cash Value
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Actual Total Loss
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Actuarial Tables
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Additional Insured
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Adjuster
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Admitted Assets
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Admitted Carrier
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Admitted Reinsurer
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Admitted Risk
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Admitted Value
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Adverse Selection
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Agent of Record
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Aggregate Excess of Loss Reinsurance
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Aggregate Limit
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Aggregate Limit
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Aggregate Stop Loss Reinsurance
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18 |
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Agreed Amount Clause
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Agreed Value
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Agreed Value
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21 |
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All Perils Coverage
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All-Risk Insurance
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Allied Lines
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Alternative Markets
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Alternative Risk Transfer
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Amortization
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Annual Statement
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Annuitant
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Annuitization
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Annuitization Phase
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Annuity
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Annuity Certain
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33 |
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Annuity Contract
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34 |
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Annuity Factor
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35 |
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Annuity Option
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36 |
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Annuity Payment
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37 |
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Annuity Period
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38 |
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Annuity Table
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39 |
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Annuity in Advance
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40 |
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Annuity in Arrears
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41 |
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Anti-Theft Device
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42 |
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Appraisal Clause
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43 |
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Assigned Risk
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44 |
+
At-Fault Accident
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Automobile Liability Insurance
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Automobile Physical Damage Insurance
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Automobile Policy
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Automobile Underwriting
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Average Annual Mileage
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Average Loss Payment per Claim
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51 |
+
Average Loss Ratio
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Average Severity
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53 |
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Average Written Premium
|
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Avoidance
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Backdate
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Backfire
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Backplate
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Backup Camera
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Balance Shaft
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Ballistic Coefficient
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Ballistic Nylon
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Ballistic Protection
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Ballistic Vest
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Barricade
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+
Barrier Coat
|
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Base Curve
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67 |
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Base Metal
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Base Plate
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Base Station
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Baseband
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Baseline Data
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Bearing Capacity
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Bearing Stress
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Bearing Wall
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Beaufort Scale
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Bedrock
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Belt Drive
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Belt Sander
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Bench Grinder
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Bench Vise
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Bending Moment
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Beryllium
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Bias Ply
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Bias Voltage
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Bifurcation
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Bilge Pump
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Bimetallic Strip
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Binoculars
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Biodegradable
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Biogas
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Biological Control
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92 |
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Biological Diversity
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Biological Oxygen Demand
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Bioluminescence
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Biomass Energy
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Biosphere
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97 |
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Biotite
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98 |
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Birefringence
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99 |
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Bismuth
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Bituminous Coal
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Blackbody Radiation
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Blanching
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Blast Furnace
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Blind Rivet
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Captive Insurance Company
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Catastrophic Coverage
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107 |
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Certificate of Insurance
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108 |
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Claim Frequency
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Claim Reserve
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110 |
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Claim Settlement Ratio
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111 |
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Claim Severity
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112 |
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Claims Adjuster
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113 |
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Claims History
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114 |
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Claims Process
|
115 |
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Claims-Made Policy
|
116 |
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Classic Car Insurance
|
117 |
+
Coinsurance Clause
|
118 |
+
Collateral Source Rule
|
119 |
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Collision Coverage
|
120 |
+
Commercial Auto Insurance
|
121 |
+
Commercial General Liability
|
122 |
+
Commercial Lines Insurance
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123 |
+
Commercial Property Insurance
|
124 |
+
Commercial Vehicle Insurance
|
125 |
+
Common Carrier Liability
|
126 |
+
Comparative Negligence
|
127 |
+
Comparative Negligence
|
128 |
+
Compensatory Damages
|
129 |
+
Completed Operations Coverage
|
130 |
+
Comprehensive Insurance
|
131 |
+
Compulsory Excess
|
132 |
+
Concurrent Causation
|
133 |
+
Conditional Exclusion
|
134 |
+
Consequential Loss
|
135 |
+
Consequential Loss
|
136 |
+
Contingent Business Interruption
|
137 |
+
Contingent Liability
|
138 |
+
Contractual Liability
|
139 |
+
Contractual Liability Insurance
|
140 |
+
Coverage Extension
|
141 |
+
Coverage Limit
|
142 |
+
Coverage Territory
|
143 |
+
Coverage Territory
|
144 |
+
Coverage Trigger
|
145 |
+
Credit-Based Insurance Score
|
146 |
+
Crime Insurance
|
147 |
+
Critical Illness Insurance
|
148 |
+
Custom Equipment
|
149 |
+
Custom Parts
|
150 |
+
Customer Service
|
151 |
+
Cyber Liability Insurance
|
152 |
+
Cyber Risk Insurance
|
153 |
+
Cybersecurity Measures
|
154 |
+
Deductible
|
155 |
+
Depreciation
|
156 |
+
Driver Assistance System
|
157 |
+
Driving Record
|
158 |
+
Eco-friendly
|
159 |
+
Electric Vehicle
|
160 |
+
Electronic Stability Control
|
161 |
+
Emergency Roadside Assistance
|
162 |
+
Emissions Control
|
163 |
+
Emissions Test
|
164 |
+
Endorsement
|
165 |
+
Energy-efficient
|
166 |
+
Engine Block
|
167 |
+
Engine Capacity
|
168 |
+
Engine Cooling System
|
169 |
+
Engine Cylinder
|
170 |
+
Engine Displacement
|
171 |
+
Engine Efficiency
|
172 |
+
Engine Immobilizer
|
173 |
+
Engine Knock
|
174 |
+
Engine Lubrication
|
175 |
+
Engine Mapping
|
176 |
+
Engine Misfire
|
177 |
+
Engine Oil
|
178 |
+
Engine Overhaul
|
179 |
+
Engine Performance
|
180 |
+
Engine Power
|
181 |
+
Engine Revving
|
182 |
+
Engine Timing
|
183 |
+
Engine Torque
|
184 |
+
Engine Valve
|
185 |
+
Environmental Impact
|
186 |
+
Environmental Protection
|
187 |
+
Ethanol Blend
|
188 |
+
Ethanol Fuel
|
189 |
+
Excess
|
190 |
+
Exclusion
|
191 |
+
Exhaust Emissions
|
192 |
+
Exhaust Gas Recirculation
|
193 |
+
Exhaust Manifold
|
194 |
+
Exhaust Pipe
|
195 |
+
Exhaust System
|
196 |
+
Exhaust Valve
|
197 |
+
Exotic Car
|
198 |
+
Exotic Car Manufacturer
|
199 |
+
Extended Warranty
|
200 |
+
Exterior Styling
|
201 |
+
External Combustion Engine
|
202 |
+
Fault Tolerance
|
203 |
+
Fender Bender
|
204 |
+
Fiduciary Duty
|
205 |
+
Financial Responsibility
|
206 |
+
Gap Insurance
|
207 |
+
Gear Ratio
|
208 |
+
General Liability
|
209 |
+
Geotargeting
|
210 |
+
Gross Premium
|
211 |
+
Guaranteed Renewal
|
212 |
+
Guaranty Fund
|
213 |
+
Guaranty Fund
|
214 |
+
Guaranty Fund
|
215 |
+
Guaranty Fund
|
216 |
+
Guaranty Fund
|
217 |
+
Guaranty Fund
|
218 |
+
Guaranty Fund
|
219 |
+
Guaranty Fund
|
220 |
+
Guaranty Fund
|
221 |
+
Guaranty Fund
|
222 |
+
Guaranty Fund
|
223 |
+
Guaranty Fund
|
224 |
+
Guaranty Fund
|
225 |
+
Guaranty Fund
|
226 |
+
Guaranty Fund
|
227 |
+
Guaranty Fund
|
228 |
+
Guaranty Fund
|
229 |
+
Guaranty Fund
|
230 |
+
Guaranty Fund
|
231 |
+
Guaranty Fund
|
232 |
+
Guaranty Fund
|
233 |
+
Guaranty Fund
|
234 |
+
Guaranty Fund
|
235 |
+
Guaranty Fund
|
236 |
+
Guaranty Fund
|
237 |
+
Guaranty Fund
|
238 |
+
Guaranty Fund
|
239 |
+
Guaranty Fund
|
240 |
+
Guaranty Fund
|
241 |
+
Guaranty Fund
|
242 |
+
Guaranty Fund
|
243 |
+
Guaranty Fund
|
244 |
+
Guaranty Fund
|
245 |
+
Guaranty Fund
|
246 |
+
Guaranty Fund
|
247 |
+
Guaranty Fund
|
248 |
+
Guaranty Fund
|
249 |
+
Guaranty Fund
|
250 |
+
Guaranty Fund
|
251 |
+
Guaranty Fund
|
252 |
+
Hail Damage Coverage
|
253 |
+
Hazard Perception Test
|
254 |
+
Head-On Collision Coverage
|
255 |
+
Health Insurance Portability and Accountability Act (HIPAA)
|
256 |
+
Hire Purchase Agreement
|
257 |
+
Hit and Run Coverage
|
258 |
+
Holding Period
|
259 |
+
Hole-In-One Insurance
|
260 |
+
Homeowners Insurance Integration
|
261 |
+
Hybrid Electric Vehicle (HEV) Endorsement
|
262 |
+
Hydraulic Brake Fluid Specification
|
263 |
+
Hydrolocking Coverage
|
264 |
+
Hypothecation Agreement
|
265 |
+
Indemnity Agreement
|
266 |
+
Indemnity Bond
|
267 |
+
Indemnity Clause
|
268 |
+
Independent Adjuster
|
269 |
+
Individual Retirement Account (IRA) Rollover
|
270 |
+
Inflation Guard Endorsement
|
271 |
+
Inherent Diminished Value
|
272 |
+
Injury Threshold
|
273 |
+
Insurable Interest
|
274 |
+
Insurance Binder
|
275 |
+
Insurance Broker
|
276 |
+
Insurance Fraud
|
277 |
+
Insurance Premium Financing
|
278 |
+
Insurance Score
|
279 |
+
Insured Declared Value (IDV)
|
280 |
+
Insured Loss
|
281 |
+
Integrated Tail Lights
|
282 |
+
Interest Rate Swap
|
283 |
+
Intermediary
|
284 |
+
International Driving Permit (IDP)
|
285 |
+
Internet of Things (IoT) in Insurance
|
286 |
+
Investment Income
|
287 |
+
Joint Underwriting Association (JUA)
|
288 |
+
Joint and Several Liability
|
289 |
+
Judgment Proof
|
290 |
+
Junk Title
|
291 |
+
Key Person Insurance
|
292 |
+
Key Recovery Coverage
|
293 |
+
Kidnap and Ransom Insurance
|
294 |
+
Kilometre Logging
|
295 |
+
Kinesio Tape Coverage
|
296 |
+
Kinetic Energy Recovery System (KERS)
|
297 |
+
Kit Car Insurance
|
298 |
+
Knock Sensor
|
299 |
+
Knock-For-Knock Agreement
|
300 |
+
Knowledge Gap
|
301 |
+
Knowledge Management in Insurance
|
302 |
+
Liability Coverage
|
303 |
+
Liability Insurance
|
304 |
+
Lienholder
|
305 |
+
Loss Ratio
|
306 |
+
Loss Run
|
307 |
+
Losses Incurred
|
308 |
+
Mandatory Coverage
|
309 |
+
Market Value
|
310 |
+
Material Misrepresentation
|
311 |
+
Medical Payments Coverage
|
312 |
+
Mileage Discount
|
313 |
+
Minimum Premium
|
314 |
+
Misrepresentation
|
315 |
+
Modified Car Insurance
|
316 |
+
Monoline Insurance
|
317 |
+
Moral Hazard
|
318 |
+
Motor Vehicle Report
|
319 |
+
Multi-Car Discount
|
320 |
+
Multi-Line Discount
|
321 |
+
Multiple Peril Insurance
|
322 |
+
Mutual Insurance Company
|
323 |
+
Negligence
|
324 |
+
Network Security
|
325 |
+
No-fault Insurance
|
326 |
+
Non-renewal
|
327 |
+
Obligee
|
328 |
+
Obligor
|
329 |
+
Occurrence
|
330 |
+
Odometer Disclosure Statement
|
331 |
+
Off-premises Coverage
|
332 |
+
Offer and Acceptance
|
333 |
+
Open Enrollment Period
|
334 |
+
Operating Ratio
|
335 |
+
Ordinance or Law Coverage
|
336 |
+
Original Equipment Manufacturer (OEM) Parts
|
337 |
+
Out-of-pocket Maximum
|
338 |
+
Over-the-counter (OTC) Market
|
339 |
+
Overhead Expense Insurance
|
340 |
+
Owner's Policy
|
341 |
+
Ownership Clause
|
342 |
+
Ownership Interest
|
343 |
+
Oxidation Catalyst
|
344 |
+
Oxygen Sensor
|
345 |
+
Ozone Depletion Potential (ODP)
|
346 |
+
Ozone Layer
|
347 |
+
Ozone Layer Conservation
|
348 |
+
Ozone Layer Conservation Projects
|
349 |
+
Ozone Layer Depletion
|
350 |
+
Ozone Layer Depletion Prevention
|
351 |
+
Ozone Layer Depletion Prevention Measures
|
352 |
+
Ozone Layer Monitoring
|
353 |
+
Ozone Layer Monitoring Programs
|
354 |
+
Ozone Layer Preservation
|
355 |
+
Ozone Layer Preservation Efforts
|
356 |
+
Ozone Layer Protection
|
357 |
+
Ozone Layer Protection Initiatives
|
358 |
+
Ozone Layer Protection Measures
|
359 |
+
Ozone Layer Protection Policies
|
360 |
+
Ozone Layer Protection Strategies
|
361 |
+
Ozone Layer Recovery
|
362 |
+
Ozone Layer Recovery Initiatives
|
363 |
+
Ozone Layer Restoration
|
364 |
+
Ozone Layer Restoration Plans
|
365 |
+
Ozone Layer Restoration Projects
|
366 |
+
Ozone Layer Restoration Strategies
|
367 |
+
Ozone-depleting Potential (ODP)
|
368 |
+
Ozone-depleting Substances
|
369 |
+
Ozone-forming Potential
|
370 |
+
Ozone-friendly Refrigerants
|
371 |
+
Payout
|
372 |
+
Peril
|
373 |
+
Policy Limit
|
374 |
+
Policy Term
|
375 |
+
Policyholder
|
376 |
+
Policyholder Surplus
|
377 |
+
Pre-existing Condition
|
378 |
+
Premium
|
379 |
+
Product Liability
|
380 |
+
Professional Liability
|
381 |
+
Property Damage
|
382 |
+
Public Liability
|
383 |
+
Qualifying Event
|
384 |
+
Quality Control
|
385 |
+
Quality Management
|
386 |
+
Quality of Service
|
387 |
+
Quantitative Analysis
|
388 |
+
Quantitative Data Analysis
|
389 |
+
Quantitative Research
|
390 |
+
Quantitative Risk Analysis
|
391 |
+
Quantitative Risk Analysis
|
392 |
+
Quantitative Risk Analysis
|
393 |
+
Quantitative Risk Analysis
|
394 |
+
Quantitative Risk Analysis
|
395 |
+
Quantitative Risk Analysis
|
396 |
+
Quantitative Risk Assessment
|
397 |
+
Quantitative Risk Assessment
|
398 |
+
Quantitative Risk Assessment
|
399 |
+
Quantitative Risk Assessment
|
400 |
+
Quantitative Risk Assessment
|
401 |
+
Quantitative Risk Assessment
|
402 |
+
Quantitative Risk Assessment
|
403 |
+
Quantitative Risk Management
|
404 |
+
Quantitative Risk Management
|
405 |
+
Quantitative Risk Management
|
406 |
+
Quantitative Risk Management
|
407 |
+
Quantitative Risk Management
|
408 |
+
Quantitative Risk Management
|
409 |
+
Quantitative Risk Management
|
410 |
+
Quantitative Risk Modeling
|
411 |
+
Quantitative Risk Modeling
|
412 |
+
Quantitative Risk Modeling
|
413 |
+
Quantitative Risk Modeling
|
414 |
+
Quantitative Risk Modeling
|
415 |
+
Quantitative Risk Modeling
|
416 |
+
Quantitative Risk Modeling
|
417 |
+
Quotation
|
418 |
+
Quote
|
419 |
+
Rate Comparison
|
420 |
+
Rate Increase
|
421 |
+
Rate Lock
|
422 |
+
Rate Quote
|
423 |
+
Rating Factor
|
424 |
+
Rating Territory
|
425 |
+
Rebate
|
426 |
+
Rebuild Title
|
427 |
+
Rebuilt Vehicle
|
428 |
+
Recall Notice
|
429 |
+
Recession Impact
|
430 |
+
Reckless Driving
|
431 |
+
Record of Claim
|
432 |
+
Recovery Service
|
433 |
+
Recreational Vehicle Coverage
|
434 |
+
Red Book Value
|
435 |
+
Redlining
|
436 |
+
Reimbursement Method
|
437 |
+
Reinforced Safety
|
438 |
+
Reinstatement Fee
|
439 |
+
Reinsurance
|
440 |
+
Reinsurance Treaty
|
441 |
+
Renewal Notice
|
442 |
+
Renewal Premium
|
443 |
+
Rental Car Coverage
|
444 |
+
Rental Reimbursement
|
445 |
+
Repair Authorization
|
446 |
+
Repair Estimate
|
447 |
+
Repair Facility
|
448 |
+
Repair Time
|
449 |
+
Replacement Cost
|
450 |
+
Replacement Parts
|
451 |
+
Reporting Agency
|
452 |
+
Rescission
|
453 |
+
Residual Market
|
454 |
+
Residual Value
|
455 |
+
Resource Allocation
|
456 |
+
Restoration Fee
|
457 |
+
Restrictive Endorsement
|
458 |
+
Retained Earnings
|
459 |
+
Retroactive Date
|
460 |
+
Return on Equity
|
461 |
+
Return on Investment
|
462 |
+
Revenue Stream
|
463 |
+
Rider
|
464 |
+
Risk Analysis
|
465 |
+
Risk Assessment
|
466 |
+
Risk Management
|
467 |
+
Risk Pool
|
468 |
+
Roadside Assistance
|
469 |
+
Safety Glass
|
470 |
+
Safety Rating
|
471 |
+
Salvage Title
|
472 |
+
Satellite Navigation
|
473 |
+
Satellite Radio
|
474 |
+
Scratch and Dent Insurance
|
475 |
+
Seat Belt Pretensioner
|
476 |
+
Seat Cover
|
477 |
+
Self-Driving Car
|
478 |
+
Self-Leveling Suspension
|
479 |
+
Service Contract
|
480 |
+
Service History
|
481 |
+
Side Marker Lights
|
482 |
+
Side Skirts
|
483 |
+
Side-Impact Airbags
|
484 |
+
Skid Control
|
485 |
+
Skid Plate
|
486 |
+
Smart Key
|
487 |
+
Smartphone Integration
|
488 |
+
Solar Control Glass
|
489 |
+
Solar-Powered Vehicle
|
490 |
+
Sound Deadening
|
491 |
+
Sound System Upgrade
|
492 |
+
Spare Tire
|
493 |
+
Speed Limiter
|
494 |
+
Speedometer
|
495 |
+
Split-Folding Seats
|
496 |
+
Spoiler
|
497 |
+
Sport Suspension
|
498 |
+
Spot Welding
|
499 |
+
Stability Control
|
500 |
+
Stabilizer Bar
|
501 |
+
Start-Stop System
|
502 |
+
Starter Motor
|
503 |
+
Steering Column
|
504 |
+
Steering Wheel Lock
|
505 |
+
Subframe
|
506 |
+
Subrogation
|
507 |
+
Sun Visor
|
508 |
+
Sunroof
|
509 |
+
Supercharger
|
510 |
+
Surround View Camera
|
511 |
+
Suspension Bushings
|
512 |
+
Suspension System
|
513 |
+
Swing Arm
|
514 |
+
Synchromesh Transmission
|
515 |
+
Synchronized Transmission
|
516 |
+
Synthetic Blend Oil
|
517 |
+
Synthetic Oil
|
518 |
+
Telematics
|
519 |
+
Third-party Liability
|
520 |
+
Total Loss
|
521 |
+
Underwriting
|
522 |
+
Uninsured Motorist
|
523 |
+
Usage-based Insurance
|
524 |
+
Valuation
|
525 |
+
Vehicle Identification Number
|
526 |
+
Vehicle Registration
|
527 |
+
Vehicle Title
|
528 |
+
Vintage Car Insurance
|
529 |
+
Warranty
|
530 |
+
Whole Life Insurance
|
531 |
+
Windshield Coverage
|
532 |
+
Write-off
|
533 |
+
Xenon Headlights
|
534 |
+
Yearly Mileage
|
535 |
+
Zero Depreciation
|
536 |
+
Zone Rating
|
537 |
+
Zurich Protection Plus
|