Steven Kolawole

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Language Understanding

Empirical Studies

Efficient Inference

Pruning Methods

Top Venues

Tiny Papers @ ICLR

Publications

Busayo Awobade, Mardiyyah Oduwole, Steven Kolawole
What Happens When Small Is Made Smaller? Exploring the Impact of Compression on Small Data Pretrained Language Models. CoRR (2024)
Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith
Revisiting Cascaded Ensembles for Efficient Inference. CoRR (2024)
Lucio M. Dery, Steven Kolawole, Jean-Francois Kagey, Virginia Smith, Graham Neubig, Ameet Talwalkar
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes. CoRR (2024)
Nahid Alam, Steven Kolawole, Simardeep Sethi, Nishant Bansali, Karina Nguyen
Vision Transformers for Mobile Applications: A Short Survey. CoRR (2023)
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
Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. AfricaNLP (2023)
Ender Minyard, Steven Kolawole, Nayan Saxena
Evolutionary Federated Learning Using Particle Swarm Optimization. Tiny Papers @ ICLR (2023)
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
Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. CoRR (2023)
Steven Kolawole, Opeyemi Osakuade, Nayan Saxena, Babatunde Kazeem Olorisade
Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language. IJCAI (2022)
Steven Kolawole, Opeyemi Osakuade, Nayan Saxena, Babatunde Kazeem Olorisade
Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language. CoRR (2021)