ParkingSticker: A Real-World Object Detection Dataset

no code implementations • 31 Jan 2020 • Caroline Potts, Ethem F. Can, Aysu Ezen-Can, Xiangqian Hu

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 like PASCAL VOC.

Object object-detection +1

The Effect of Data Ordering in Image Classification

no code implementations • 8 Jan 2020 • Ethem F. Can, Aysu Ezen-Can

We hypothesize that the data ordering affects how well a model performs.

Classification General Classification +2

Hybrid RNN at SemEval-2019 Task 9: Blending Information Sources for Domain-Independent Suggestion Mining

no code implementations • SEMEVAL 2019 • Aysu Ezen-Can, Ethem F. Can

Social media has an increasing amount of information that both customers and companies can benefit from.

Sentiment Analysis Suggestion mining

Multilingual Sentiment Analysis: An RNN-Based Framework for Limited Data

no code implementations • 8 Jun 2018 • Ethem F. Can, Aysu Ezen-Can, Fazli Can

Our goal is to build a single model in the language with the largest dataset available for the task, and reuse it for languages that have limited resources.

Sentiment Analysis Word Embeddings

RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem

no code implementations • SEMEVAL 2018 • Aysu Ezen-Can, Ethem F. Can

In this paper, we present an approach that utilizes multiple binary classifiers that represent different affective categories to model Twitter posts (e. g., tweets).

Action Recognition Binary Classification +2