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Ines Montani

inesmontani

4 Stars

Data Collection & Annotation

My talks about data collection and annotation best practices and workflows using Prodigy, a modern annotation tool for machine learning developers.

Reality is not an End-to-End Prediction Problem: Applied NLP in the Age of Generative AI

0

410

Applied NLP with LLMs: Beyond Black-Box Monoliths

0

250

Taking LLMs out of the black box: A practical guide to human-in-the-loop distillation

3

1.3k

Applied NLP in the Age of Generative AI

3

1.3k

10 Years of Open Source: Navigating the Next AI Revolution

0

200

Towards Structured Data: LLMs from Prototype to Production

2

370

Workshop: Half hour of labeling power: Can we beat GPT?

2

1.8k

Large Language Models: From Prototype to Production (EuroPython keynote)

2

2.2k

Large Language Models: From Prototype to Production (PyData London keynote)

11

5.2k

Incorporating LLMs into practical NLP workflows

3

3.3k

Designing Practical NLP Solutions

2

1.1k

The Future of NLP in Python (Keynote, PyCon Colombia 2020)

6

3.3k

Practical transfer learning for NLP with spaCy and Prodigy

6

2.7k

Belgium NLP Meetup: Rapid NLP Annotation Through Binary Decisions, Pattern Bootstrapping and Active Learning

1

580

Teaching AI about Human Knowledge

2

530

Rapid NLP Annotation Through Binary Decisions, Pattern Bootstrapping and Active Learning

2

700

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