Upload README.md with huggingface_hub

README.md

@@ -1,62 +1,141 @@
 ---
-dataset_info:
-- config_name: form
-  features:
-  - name: form_id
-    dtype: string
-  - name: document_type
-    dtype: string
-  - name: section
-    dtype: string
-  - name: question_number
-    dtype: string
-  - name: question_sub_type
-    dtype: string
-  - name: question_text
-    dtype: string
-  - name: input_type
-    dtype: string
-  - name: tick_options
-    list: string
-  - name: guidance_notes
-    dtype: string
-  - name: evidence_required
-    dtype: bool
-  - name: declaration_required
-    dtype: bool
-  - name: general_instructions
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 5779856
-    num_examples: 5442
-  download_size: 313336
-  dataset_size: 5779856
-- config_name: guidance
-  features:
-  - name: form_id
-    dtype: string
-  - name: document_type
-    dtype: string
-  - name: section
-    dtype: 'null'
-  - name: content
-    dtype: string
-  - name: declaration_required
-    dtype: bool
-  splits:
-  - name: train
-    num_bytes: 4431
-    num_examples: 13
-  download_size: 4685
-  dataset_size: 4431
-configs:
-- config_name: form
-  data_files:
-  - split: train
-    path: form/train-*
-- config_name: guidance
-  data_files:
-  - split: train
-    path: guidance/train-*
+license: mit
+task_categories:
+- question-answering
+- text-classification
+language:
+- en
+tags:
+- uk-benefits
+- government-forms
+- welfare
+- accessibility
+- easyclaimai
+pretty_name: UK Benefit Forms Structured Dataset
+size_categories:
+- 1K<n<10K
 ---
+
+# UK Benefit Forms Structured Dataset
+
+A structured dataset of 120 UK government benefit and legal forms, extracted and processed for use in AI-assisted form-filling applications. Built as part of the [EasyClaimAI](https://easyclaimai.co.uk) project.
+
+## Why This Dataset Exists
+
+Millions of people in the UK struggle with complex government forms — benefit claims, legal applications, pension forms. The language is dense, the guidance is buried, and mistakes can cost people money or delay vital support.
+
+This dataset was created to train AI models that can genuinely help people understand and complete these forms accurately — particularly those with limited literacy, disabilities, or who simply find the bureaucratic language overwhelming.
+
+## Dataset Structure
+
+Two configs:
+
+### `form`
+One record per question across all form documents. 5,442 records total.
+
+| Field | Description |
+|---|---|
+| `form_id` | Form identifier |
+| `document_type` | Always `form` in this config |
+| `section` | Section of the form the question appears in |
+| `question_number` | Question number as it appears on the form |
+| `question_sub_type` | `standard`, `overview`, or `detail` |
+| `question_text` | The question as written on the form |
+| `input_type` | Type of answer expected (text, date, tick, etc.) |
+| `tick_options` | Available tick box options where applicable |
+| `guidance_notes` | Any guidance notes attached to the question |
+| `evidence_required` | Whether supporting evidence is needed |
+| `declaration_required` | Whether the form includes a declaration section |
+| `general_instructions` | Top-level form instructions |
+
+### `guidance`
+One record per guidance/notes document. 13 records total.
+
+| Field | Description |
+|---|---|
+| `form_id` | Form identifier |
+| `document_type` | Always `guidance` in this config |
+| `section` | Always null for guidance docs |
+| `content` | Full guidance text |
+| `declaration_required` | Whether the associated form has a declaration |
+
+## Forms Included
+
+### Benefit & Welfare Forms
+- **AA1** — Attendance Allowance claim form (65 questions)
+- **BB1 / BB1 11/25** — Bereavement Benefits (8-108 questions)
+- **CC1 / CC1 HSCP** — Carer's Credit application (18-37 questions)
+- **DLA1 Child** — Disability Living Allowance for children (92 questions)
+- **DS700 / DS700SP** — Carer's Allowance (76-124 questions)
+- **IC1 / IC1NI** — Informal Care / UC support for child (18-25 questions)
+- **PC1 / PC1H** — Pension Credit (33-245 questions)
+- **PW1** — Permitted Work form (33 questions)
+- **SF200 Adult / Child** — Funeral Expenses Payment (70-171 questions)
+- **SSP1** — Statutory Sick Pay employer form (24 questions)
+- **TC-DB3** — Tax Credits asylum backdating (12 questions)
+- **WCA50** — Capability for Work questionnaire (113 questions)
+
+### Legal & Power of Attorney Forms
+- **LP1F** — Lasting Power of Attorney financial decisions (94 questions)
+- **LP1H** — Lasting Power of Attorney health and care (85 questions)
+- **LP3** — LPA notification form (45 questions)
+- **LPA005 / LPA120** — LPA fees and exemptions (12-47 questions)
+- **LPC** — LPA continuation sheets (21 questions)
+- **COP1A / COP1F** — Court of Protection applications (14-50 questions)
+- **EP5** — Enduring Power of Attorney disclaimer (11-12 questions)
+
+### Pension & Tax Forms
+- **AFPS Forms 1-22** — Armed Forces Pension Scheme (13-68 questions each)
+- **IHT70** — Inheritance Tax business relief (14 questions)
+- **P53 / P55 / P50Z** — Pension tax refund forms (38-46 questions)
+- **PDE / PGL** — Postgraduate Doctoral and Masters Loan applications (65-124 questions)
+
+### Employment & Tribunal Forms
+- **5223C / 5223D** — Jury service loss of earnings/benefits (10-20 questions)
+- **SSCS5** — Appeal an HMRC benefit decision (26 questions)
+- **N1 / N1A** — Civil claim form CPR Part 7 (29-36 questions)
+- **GRO 185** — Birth re-registration (36 questions)
+
+### Industrial Injuries & Occupational Health
+- **BI100A** — Industrial Injuries Disablement Benefit accidents (88 questions)
+- **BI100PD** — Industrial Injuries Disablement Benefit diseases (94 questions)
+- **BI100OAE** — Occupational asthma/allergic rhinitis (55 questions)
+- **BI100OD** — Occupational deafness (28 questions)
+
+### Energy & Housing
+- **Form F3 / F3S / F4 / F4S** — CHP Scheme Self-Assessment (26-77 questions)
+- **MR1 / Rents1** — Market rent determination (59-118 questions)
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load form questions
+ds = load_dataset("Voidreaper2026/uk-benefit-forms-structured", "form")
+
+# Load guidance documents
+guidance = load_dataset("Voidreaper2026/uk-benefit-forms-structured", "guidance")
+```
+
+## How to Help
+
+This dataset is a starting point. There are gaps:
+
+- Some forms have `UNKNOWN` as the `form_id` — if you can identify them from the question text, please open an issue
+- Welsh language forms were excluded — contributions for Welsh forms welcome
+- Some guidance notes are sparse — improvements to the extraction pipeline welcome
+- Additional UK government forms not yet included — particularly Universal Credit, PIP, ESA full forms
+
+If you work in welfare rights, benefits advice, or government services and want to contribute or use this dataset, please get in touch via the dataset repository.
+
+## Project
+
+This dataset is part of **EasyClaimAI** — an open project to make UK government forms accessible to everyone.
+
+- Website: [easyclaimai.co.uk](https://easyclaimai.co.uk)
+- Built by: Voidreaper2026
+
+## Licence
+
+MIT — free to use, modify, and build on. Attribution appreciated but not required.