SubmissionNumber#=%=#253 FinalPaperTitle#=%=#Team Bolaca at SemEval-2024 Task 6: Sentence-transformers are all you need ShortPaperTitle#=%=# NumberOfPages#=%=#4 CopyrightSigned#=%=#Ilinca Vandici, Hong Bo Wei, Bela Linus Roesener JobTitle#==# Organization#==# Abstract#==#Our team tackled the SemEval-2024 Task 6, focusing on identifying fluent over-generation hallucinations in NLP outputs. We proposed a pragmatic solution using a logistic regression classifier and a feed-forward ANN, harnessing SBERT embeddings for feature extraction. Author{1}{Firstname}#=%=#Béla Linus Author{1}{Lastname}#=%=#Rösener Author{1}{Email}#=%=#bela.roesener@gmail.com Author{1}{Affiliation}#=%=#University of Tübingen Author{2}{Firstname}#=%=#Hong-Bo Author{2}{Lastname}#=%=#Wei Author{2}{Email}#=%=#hong-bo.wei@student.uni-tuebingen.de Author{2}{Affiliation}#=%=#University of Tübingen Author{3}{Firstname}#=%=#Ilinca Author{3}{Lastname}#=%=#Vandici Author{3}{Username}#=%=#bolaca Author{3}{Email}#=%=#ilin.watteau@gmail.com Author{3}{Affiliation}#=%=#Universität Tübingen ========== èéáğö