https://github.com/veldhub/veld_chain__apis_ner_evaluate_old_models

Chain velds encapsulating evalution of old spacy models.
https://github.com/veldhub/veld_chain__apis_ner_evaluate_old_models

named-entity-recognition nlp spacy spacy-nlp spacy-nlp-ner

Last synced: 6 days ago
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Chain velds encapsulating evalution of old spacy models.

• Host: GitHub
• URL: https://github.com/veldhub/veld_chain__apis_ner_evaluate_old_models
• Owner: veldhub
• License: mit
• Created: 2024-12-04T13:36:44.000Z (about 2 months ago)
• Default Branch: main
• Last Pushed: 2025-01-20T16:47:31.000Z (7 days ago)
• Last Synced: 2025-01-20T17:44:08.515Z (7 days ago)
• Topics: named-entity-recognition, nlp, spacy, spacy-nlp, spacy-nlp-ner
• Language: Python
• Homepage:
• Size: 52.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# ![veld chain](https://raw.githubusercontent.com/veldhub/.github/refs/heads/main/images/symbol_V_letter.png) veld_chain__apis_ner_evaluate_old_models

This repo contains [chain velds](https://zenodo.org/records/13322913) encapsulating evalution of 

old spacy models, trained in the 

[APIS](https://www.oeaw.ac.at/acdh/research/dh-research-infrastructure/activities/modelling-humanities-data/apis) 

/ [ÖBL](https://www.oeaw.ac.at/acdh/research/dh-research-infrastructure/activities/modelling-humanities-data/oebl-austrian-biographical-dictionary) 

context.

## requirements

- git

- docker compose (note: older docker compose versions require running `docker-compose` instead of 

  `docker compose`)

Clone this repo with all its submodules

```

git clone --recurse-submodules https://github.com/veldhub/veld_chain__apis_ner_evaluate_old_models.git

```

## how to reproduce

The following chain velds were used. Open the respective veld yaml file for more information.

**[./veld_evaluate.yaml](./veld_evaluate.yaml)** 

Reruns the evalation. Note: I couldn't find out the exact versions of the python interpreter and

packages that were used to train the models, but I could get the models loading and this evaluation

running by using python 3.7.6 (3.8 or higher would crash when unpickling some eval data sets) and

spacy 2.2.4 .

```

docker compose -f veld_evaluate.yaml up

```

## Evaluation results

The results are written directly into apis spacy ner repo: 

https://gitlab.oeaw.ac.at/acdh-ch/apis/spacy-ner/-/blob/master/reevaluations_all.md