Search Results for author: Muhammed Yusuf Kocyigit

Found 5 papers, 4 papers with code

On Measuring Social Biases in Prompt-Based Multi-Task Learning

1 code implementation Findings (NAACL) 2022 Afra Feyza Akyürek, Sejin Paik, Muhammed Yusuf Kocyigit, Seda Akbiyik, Şerife Leman Runyun, Derry Wijaya

Large language models trained on a mixture of NLP tasks that are converted into a text-to-text format using prompts, can generalize into novel forms of language and handle novel tasks.

Language Modelling Multi-Task Learning +3

Better Quality Estimation for Low Resource Corpus Mining

no code implementations Findings (ACL) 2022 Muhammed Yusuf Kocyigit, Jiho Lee, Derry Wijaya

We show that State-of-the-art QE models, when tested in a Parallel Corpus Mining (PCM) setting, perform unexpectedly bad due to a lack of robustness to out-of-domain examples.

Contrastive Learning Data Augmentation +2

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