Steven Kolawole

15 papers A* 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
PrivacyBench: Privacy Isn't Free in Hybrid Privacy-Preserving Vision Systems.
CoRR
Nnaemeka C. Obiefuna, Samuel Oyeneye, Similoluwa Odunaiya, Iremide Oyelaja, Steven Kolawole
2025 J jnl
Agreement-Based Cascading for Efficient Inference.
Trans. Mach. Learn. Res.
Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith
2025 J jnl
From Scarcity to Efficiency: Investigating the Effects of Data Augmentation on African Machine Translation.
CoRR
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
2025 J jnl
PARALLELPROMPT: Extracting Parallelism from Large Language Model Queries.
CoRR
Steven Kolawole, Keshav Santhanam, Virginia Smith, Pratiksha Thaker
2025 — conf
Semantic Agreement Enables Efficient Open-Ended LLM Cascades.
EMNLP (Industry Track)
Duncan Soiffer, Steven Kolawole, Virginia Smith
2025 J jnl
Semantic Agreement Enables Efficient Open-Ended LLM Cascades.
CoRR
Duncan Soiffer, Steven Kolawole, Virginia Smith
2024 J jnl
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes.
CoRR
Lucio M. Dery, Steven Kolawole, Jean-François Kagey, Virginia Smith, Graham Neubig, Ameet Talwalkar
2024 J jnl
Revisiting Cascaded Ensembles for Efficient Inference.
CoRR
Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith
2024 J jnl
What Happens When Small Is Made Smaller? Exploring the Impact of Compression on Small Data Pretrained Language Models.
CoRR
Busayo Awobade, Mardiyyah Oduwole, Steven Kolawole
2023 — conf
Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages.
AfricaNLP
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
2023 J jnl
Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages.
CoRR
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
2023 — conf
Evolutionary Federated Learning Using Particle Swarm Optimization.
Tiny Papers @ ICLR
Ender Minyard, Steven Kolawole, Nayan Saxena
2023 J jnl
Vision Transformers for Mobile Applications: A Short Survey.
CoRR
Nahid Alam, Steven Kolawole, Simardeep Sethi, Nishant Bansali, Karina Nguyen
2022 A* conf
Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language.
IJCAI
Steven Kolawole, Opeyemi Osakuade, Nayan Saxena, Babatunde Kazeem Olorisade
2021 J jnl
Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language.
CoRR
Steven Kolawole, Opeyemi Osakuade, Nayan Saxena, Babatunde Kazeem Olorisade