3 citations · 4 across the 5 of their papers we have counts for
6 papers
Am I Blue or Is My Hobby Counting Teardrops? Expression Leakage in Large Language Models as a Symptom of Irrelevancy Disruption
Berkay Köprü, Mehrzad Mashal, Yigit Gurses +6
Large language models (LLMs) have advanced natural language processing (NLP) skills such as through next-token prediction and self-attention, but their ability to integrate broad c…
Extraction of Medication Names from Twitter Using Augmentation and an Ensemble of Language Models
Igor Kulev, Berkay Köprü, Raul Rodriguez-Esteban +4
The BioCreative VII Track 3 challenge focused on the identification of medication names in Twitter user timelines. For our submission to this challenge, we expanded the available t…
Affective Burst Detection from Speech using Kernel-fusion Dilated Convolutional Neural Networks
Berkay Kopru, Engin Erzin
As speech-interfaces are getting richer and widespread, speech emotion recognition promises more attractive applications. In the continuous emotion recognition (CER) problem, track…
Use of Affective Visual Information for Summarization of Human-Centric Videos
Berkay Köprü, Engin Erzin
Increasing volume of user-generated human-centric video content and their applications, such as video retrieval and browsing, require compact representations that are addressed by…
Neural Network Based Sleep Phases Classification for Resource Constraint Environments
Berkay Köprü, Murat Aslan, Alisher Kholmatov
Sleep is restoration process of the body. The efficiency of this restoration process is directly correlated to the amount of time spent at each sleep phase. Hence, automatic tracki…
Multimodal Continuous Emotion Recognition using Deep Multi-Task Learning with Correlation Loss
Berkay Köprü, Engin Erzin
In this study, we focus on continuous emotion recognition using body motion and speech signals to estimate Activation, Valence, and Dominance (AVD) attributes. Semi-End-To-End netw…