The Small Language Model (SLM) Show, Arcee AI, 2024

LLM Efficiency: What Does It Mean and Can Smaller Models Compete?

Panel Moderator & Co-host

Co-hosted with Julien Simon. A discussion on language model efficiency, the trade-off between model size, accuracy, and performance, with guests Jekaterina Novikova (Principal AI Scientist, Vanguard) and Milica Cvetkovic (Applied AI Solutions Lead, Google).

SLM Show SLM Show SLM Show

Virtual Event (San Francisco, CA, USA)

Machine Learning for Cognitive and Mental Health (ML4CMH) Workshop, AAAI 2024

ML4CMH Workshop

Program Co-chair

A workshop addressing the urgent need for ML systems that better understand cognitive and mental health through diverse biomarkers — from speech and EEG to health records and wearables. Brought together experts in multimodal learning, clinical NLP, and AI safety with a focus on robustness, interpretability, and low-resource settings.

ML4CMH Workshop AAAI 2024 ML4CMH Workshop AAAI 2024 ML4CMH Workshop AAAI 2024

Vancouver, BC, Canada

5th Clinical NLP Workshop, ACL 2023

Factors Affecting the Performance of Automated Speaker Verification in Alzheimer's Disease Clinical Trials

Speaker

ACL 2023 ACL 2023 ACL 2023

Toronto, ON, Canada

8th Workshop on Noisy User-generated Text, COLING 2022

Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data

Speaker

COLING 2022 COLING 2022 COLING 2022