Steven Kolawole

According to our database, Steven Kolawole authored at least 13 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

PrivacyBench: Privacy Isn't Free in Hybrid Privacy-Preserving Vision Systems.

Nnaemeka C. Obiefuna, Samuel Oyeneye, Similoluwa Odunaiya, Iremide Oyelaja, Steven Kolawole

CoRR, February, 2026

2025

From Scarcity to Efficiency: Investigating the Effects of Data Augmentation on African Machine Translation.

Mardiyyah Oduwole, Oluwatosin Olajide, Jamiu Suleiman, Faith Hunja, Busayo Awobade, Fatimo Adebanjo, Comfort Akanni, Chinonyelum Igwe, Peace Ododo, Promise Omoigui, Steven Kolawole, Abraham Toluwase Owodunni

CoRR, September, 2025

PARALLELPROMPT: Extracting Parallelism from Large Language Model Queries.

Steven Kolawole, Keshav Santhanam, Virginia Smith, Pratiksha Thaker

CoRR, June, 2025

Agreement-Based Cascading for Efficient Inference.

Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith

Trans. Mach. Learn. Res., 2025

Semantic Agreement Enables Efficient Open-Ended LLM Cascades.

Duncan Soiffer, Steven Kolawole, Virginia Smith

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Revisiting Cascaded Ensembles for Efficient Inference.

Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith

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

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

2023

Vision Transformers for Mobile Applications: A Short Survey.

Nahid Alam, Steven Kolawole, Simardeep Sethi, Nishant Bansali, Karina Nguyen

CoRR, 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, Tosin P. Adewumi

CoRR, 2023

Evolutionary Federated Learning Using Particle Swarm Optimization.

Ender Minyard, Steven Kolawole, Nayan Saxena

Proceedings of the First Tiny Papers Track at ICLR 2023, 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, Shamsudeen Muhammad, Steven Kolawole, Younwoo Choi, Tosin P. Adewumi

Proceedings of the 4th Workshop on African Natural Language Processing, 2023

2022

Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language.

Steven Kolawole, Opeyemi Osakuade, Nayan Saxena, Babatunde Kazeem Olorisade

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022