Louis Guitton on NER models in Argilla

​Louis Guitton is a great community member, a long-time attendee of the Argilla community meetup and working as a freelancer within the AI space. Within this meetup, he will:

• ​Recap on Argilla v1.26-28 Span updates

• ​Recap on the NER task in the wider context of NLP

• ​Typical NER datasets and how to load them in Argilla

• ​The different circles of NER in Argilla

  • ​Load a research NER dataset or annotate data

  • ​Add suggestions with a spaCy pipeline (en_core_web_sm vs SpanMarker)

  • ​Add suggestions with Entity Linking

  • ​Add suggestions with a LLM and few-shot learning

  • ​Add suggestions with a foundation model from Hugging Face (NuNER)

  • ​Bonus: nested NER

​We hope to see you all on the 23rd :)