2 citations · 2 across the 3 of their papers we have counts for
4 papers
Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes
M. Şafak Bilici, Mehmet Fatih Amasyali
Data augmentation methods for Natural Language Processing tasks are explored in recent years, however they are limited and it is hard to capture the diversity on sentence level. Be…
A Robust Optimization Method for Label Noisy Datasets Based on Adaptive Threshold: Adaptive-k
Enes Dedeoglu, Himmet Toprak Kesgin, Mehmet Fatih Amasyali
SGD does not produce robust results on datasets with label noise. Because the gradients calculated according to the losses of the noisy samples cause the optimization process to go…
Cyclical Curriculum Learning
H. Toprak Kesgin, M. Fatih Amasyali
Artificial neural networks (ANN) are inspired by human learning. However, unlike human education, classical ANN does not use a curriculum. Curriculum Learning (CL) refers to the pr…
Open Source Software Development Challenges: A Systematic Literature Review on GitHub
Abdulkadir Şeker, Banu Diri, Halil Arslan +1
Git is used as the distributed version control system for many open-source software projects. One Git-based service, GitHub, is the most common code hosting and repository service…