Jury: A Comprehensive Evaluation Toolkit

1 code implementation • 3 Oct 2023 • Devrim Cavusoglu, Ulas Sert, Secil Sen, Sinan Altinuc

However, the vast number of Natural Language Processing (NLP) tasks and the development of various metrics have led to challenges in evaluating different systems with different metrics.

Automated question generation and question answering from Turkish texts

1 code implementation • 11 Nov 2021 • Fatih Cagatay Akyon, Devrim Cavusoglu, Cemil Cengiz, Sinan Onur Altinuc, Alptekin Temizel

In this work, we fine-tune a multilingual T5 (mT5) transformer in a multi-task setting for QA, QG and answer extraction tasks using Turkish QA datasets.

Question Answering Question Generation +1

Increasing Data Diversity with Iterative Sampling to Improve Performance

no code implementations • 5 Nov 2021 • Devrim Cavusoglu, Ogulcan Eryuksel, Sinan Altinuc

As a part of the Data-Centric AI Competition, we propose a data-centric approach to improve the diversity of the training samples by iterative sampling.