https://github.com/veldhub/veld_chain__akp_ner_inference

A chain veld encapsulating NER inference.
https://github.com/veldhub/veld_chain__akp_ner_inference

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

Last synced: 6 days ago
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A chain veld encapsulating NER inference.

• Host: GitHub
• URL: https://github.com/veldhub/veld_chain__akp_ner_inference
• Owner: veldhub
• License: mit
• Created: 2024-12-04T13:39:07.000Z (about 2 months ago)
• Default Branch: main
• Last Pushed: 2025-01-20T16:47:22.000Z (7 days ago)
• Last Synced: 2025-01-20T17:44:06.133Z (7 days ago)
• Topics: named-entity-recognition, ner, nlp, spacy, spacy-nlp, spacy-nlp-ner
• Homepage:
• Size: 17.6 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__akp_ner_inference

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

chains.

In the context of the [intavia project](https://intavia.eu/), spaCy NER models were trained. These

are reused here for the

[PFP project](https://www.oeaw.ac.at/acdh/research/dh-research-infrastructure/activities/modelling-humanities-data/pfp-prosopographical-research-platform-austria) 

, and applied on linkedcat data.

## requirements

- git

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

  `docker compose`)

Clone this repo with all its submodules (important as they may contain necessary data and code)

```

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

```

## how to reproduce

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

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

This will launch a jupyter notebook at http://localhost:8888/ where the inference can be executed.

```

docker compose -f veld_infer.yaml up

```