67 citations · 136 across the 4 of their papers we have counts for
4 papers
A Comparison of LSTM and BERT for Small Corpus
Aysu Ezen-Can
Recent advancements in the NLP field showed that transfer learning helps with achieving state-of-the-art results for new tasks by tuning pre-trained models instead of starting from…
ParkingSticker: A Real-World Object Detection Dataset
Caroline Potts, Ethem F. Can, Aysu Ezen-Can +1
We present a new and challenging object detection dataset, ParkingSticker, which mimics the type of data available in industry problems more closely than popular existing datasets…
The Effect of Data Ordering in Image Classification
Ethem F. Can, Aysu Ezen-Can
The success stories from deep learning models increase every day spanning different tasks from image classification to natural language understanding. With the increasing popularit…
Multilingual Sentiment Analysis: An RNN-Based Framework for Limited Data
Ethem F. Can, Aysu Ezen-Can, Fazli Can
Sentiment analysis is a widely studied NLP task where the goal is to determine opinions, emotions, and evaluations of users towards a product, an entity or a service that they are…