Семинар НУЛ ММВП “You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models”

В четверг 11 сентября 2023 г. в 19:00 состоится онлайн семинар по теме "You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models". Докладчиком выступит Баранов Александр, аспирант департамента больших данных и информационного поиска ФКН. 

Аннотация: In this research presentation, we investigate the important field of automatic humor detection within conversational AI. Although there are multiple English humor datasets, there is little information about the generalization and real-world behavior of models trained on them. Our thorough analysis includes examining existing datasets, training RoBERTa-based classifiers on each one, and carrying out extensive cross-dataset testing. Additionally, we use large language models (LLMs) to perform thorough testing and evaluate their effectiveness in detecting humour.