AI Deep Dive: NLP Tool and LLMs

Name: AI Deep Dive: NLP Tool and LLMs
Start: 2023-04-25T18:00:00+01:00
End: 2023-04-25T20:30:00+01:00
Location: UCL School of Management

UCL School of Management, One Canada Square, Greater London, E14 5AA

GDG Cloud London

Join us for an engaging discussion on two cutting-edge topics in AI: NLP (Natural Language Processing) Tool: From Modeling to Production and How Crowdsourcing can Democratize Language Model (LLMs).

Apr 25, 2023, 5:00 – 7:30 PM

86 RSVP'd

Key Themes

AICloud

About this event

Welcome to our in-person meet-up about Artificial Intelligence (AI)!
GDG Cloud London is thrilled to be collaborating with AICamp (https://www.meetup.com/London-AI-Tech-Talk/) for a deep dive into the AI world.
Join us for an engaging discussion on two cutting-edge topics: NLP (Natural Language Processing) Tool: From Modeling to Production and How Crowdsourcing can Democratize Language Model (LLMs).
The event will be held at the UCL School of Management's home on Level 50 of One Canada Square, providing a dynamic and inspiring setting for our discussions.
This meet-up is a unique opportunity to connect with fellow AI enthusiasts, industry practitioners, and researchers in a dynamic and interactive setting. Whether you are a seasoned AI professional or just curious about the latest advancements in NLP and crowdsourcing technology for LLMs, this meet-up is for you! Join us for an insightful and thought-provoking discussion on the forefront of AI innovation. Don't miss out, RSVP now!
Please note that a QR-Code will be emailed to all registered attendees a day before the event, which will serve as your entry pass for the meet-up. We may not let you in the building without it. 

When

Tuesday, April 25, 2023
5:00 PM – 7:30 PM UTC

Where

UCL School of Management
One Canada Square
Greater London, E14 5AA

Agenda

Arrivals and Check In
Welcome / Community Update	A quick intro from both GDG Cloud London and AICamp.
Annalisa Arcella - NLP Tool: From modeling to production	NLP is one of the most fascinating fields of Artificial Intelligence that is helping organisations to modernise their business. This session will showcase the full life cycle of an NLP tool that automates the analysis of thousands customer reviews. The architecture of the tool, deployed in Google cloud, will be discussed along with challenges and successes.
Alexey Dolotov - How Crowdsourcing can Democratize LLMs	In this talk, we discuss several gaping problems of modern LLMs that became particularly salient after the release of ChatGPT. We discuss a set of performance evaluation experiments and the discrepancies between the distribution of languages in the training data and the distribution of languages in terms of their native speakers across the globe. We illustrate how crowdsourcing can amend these challenges using the example of WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages. With a series of experiments with LLMs and multimodal generative models, we try to illustrate how modern crowdsourcing can facilitate prompt engineering and even assist in fine-tuning a model for a more narrow use case. Finally, we discuss the demand for more skilled and committed data labelers that arises as LLMs get broader adoption.
Wrap up and Networking

Speakers

Annalisa Arcella

ML Engineer Manager - NLP lead - Google Women Techmakers Ambassador

Alexey Dolotov

Toloka.ai

Head of Commercial Partnerships

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