metadata

license: mit
language:
  - de
tags:
  - QA
dataset_info:
  features:
    - name: id
      dtype: string
    - name: title
      dtype: string
    - name: context
      dtype: string
    - name: question
      dtype: string
    - name: answers
      struct:
        - name: answer_start
          sequence: int64
        - name: text
          sequence: string
  splits:
    - name: test
      num_bytes: 560403
      num_examples: 357
    - name: train
      num_bytes: 2826731
      num_examples: 1773
  download_size: 710027
  dataset_size: 3387134
task_categories:
  - question-answering
pretty_name: 'LHM Dienstleistungen: QA'
size_categories:
  - 1K<n<10K

LHM-Dienstleistungen-QA - german public domain question-answering dataset

Datasets created based on data from Munich city administration. Format inspired by GermanQuAD.

Annotated by:

  Institute for Applied Artificial Intelligence: Leon Marius Schröder

  BettercallPaul GmbH: Clemens Gutknecht, Oubada Alkiddeh, Susanne Weiß

```
  Stadt München: Leon Lukas
```

Data basis

Texts taken from the “Dienstleistungsfinder“ of the city of Munich administration. There information about services offered by city is presented online. Information ranges from applying for an ID card to dispose of garbage.

https://stadt.muenchen.de/service/ (Date 11/2022)

Dataset statistics

```
  Shortest Question: 13 Characters 
```
```
  Average Question: 68 Characters 
```
```
  Longest Question: 183 Characters
```

Distribution of first sentence beginnings

Distribution of first sentence beginnings: Wie

Distribution of first sentence beginnings: Wo

Distribution of first sentence beginnings: Was

Models trained using this datset

QA

cgutknecht/gelectra_large_gsqd-gq-LHM

DPR

schreon/xnext-lhm_queries_encoder
schreon/xnext-lhm_passages_encoder