NER models in Argilla
- #Artificial Intelligence
- #Projects
🤝Organizer: Argilla.io
🏠Venue Host: Argilla Event Calendar
📝Agenda:
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 :)
Related posts
FeaturedPanama Papers Investigation using Entity Resolution and Entity LinkingCombine Senzing's entity resolution with spaCy's entity linking to build domain-specific Knowledge Graphs, shown on a Panama Papers investigation.
- #Artificial Intelligence
- #Analytics
- #Projects
FeaturedGraphs and LanguageHow Knowledge Graphs and LLMs strengthen each other: grounding LLMs in facts with Graph RAG, and using LLMs to automate Knowledge Graph construction.
- #Artificial Intelligence
- #Projects
When Natural Language Processing (NLP) meets FootballLouis Guitton, Principal Machine Learning Engineer for OneFootball: Scaling football news ingestion with Graph-based Natural Language Processing
- #Artificial Intelligence
- #Projects