Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language. - Steven Kolawole; Opeyemi Osakuade; Nayan Saxena; Babatunde Kazeem Olorisade (IJCAI, 2022)

Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. - Colin Leong; Herumb Shandilya; Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Joel Mathew; Abdul-Hakeem Omotayo; Oreen Yousuf; Zainab Akinjobi; Chris Chinenye Emezue; Shamsudeen Muhammad; Steven Kolawole; Younwoo Choi; et al. (AfricaNLP, 2023)

Evolutionary Federated Learning Using Particle Swarm Optimization. - Ender Minyard; Steven Kolawole; Nayan Saxena (Tiny Papers @ ICLR, 2023)

Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. - Colin Leong; Herumb Shandilya; Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Joel Mathew; Abdul-Hakeem Omotayo; Oreen Yousuf; Zainab Akinjobi; Chris Chinenye Emezue; Shamsuddeen Hassan Muhammad; Steven Kolawole; Younwoo Choi; et al. (CoRR, 2023)

Vision Transformers for Mobile Applications: A Short Survey. - Nahid Alam; Steven Kolawole; Simardeep Sethi; Nishant Bansali; Karina Nguyen (CoRR, 2023)

Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes. - Lucio M. Dery; Steven Kolawole; Jean-François Kagey; Virginia Smith; Graham Neubig; Ameet Talwalkar (CoRR, 2024)

What Happens When Small Is Made Smaller? Exploring the Impact of Compression on Small Data Pretrained Language Models. - Busayo Awobade; Mardiyyah Oduwole; Steven Kolawole (CoRR, 2024)

Revisiting Cascaded Ensembles for Efficient Inference. - Steven Kolawole; Don Kurian Dennis; Ameet Talwalkar; Virginia Smith (CoRR, 2024)

Agreement-Based Cascading for Efficient Inference. - Steven Kolawole; Don Kurian Dennis; Ameet Talwalkar; Virginia Smith (Trans. Mach. Learn. Res., 2025)

PARALLELPROMPT: Extracting Parallelism from Large Language Model Queries. - Steven Kolawole; Keshav Santhanam; Virginia Smith; Pratiksha Thaker (CoRR, 2025)