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pro vyhledávání: '"Creanga A"'
This paper describes the approach of the UniBuc - NLP team in tackling the SemEval 2024 Task 8: Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text Detection. We explored transformer-based and hybrid deep learning architect
Externí odkaz:
http://arxiv.org/abs/2405.17964
Autor:
Creanga, Claudiu, Dinu, Liviu P.
This paper outlines the approach of the ISDS-NLP team in the SemEval 2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF). For Subtask 1 we obtained a weighted F1 score of 0.43 and placed 12 in the leaderboard. We investiga
Externí odkaz:
http://arxiv.org/abs/2405.11222
Autor:
Creanga, Claudiu, Dinu, Liviu Petrisor
Publikováno v:
Vol-3496, 2023, 4-8
We used Data Maps to model and characterize the AuTexTification dataset. This provides insights about the behaviour of individual samples during training across epochs (training dynamics). We characterized the samples across 3 dimensions: confidence,
Externí odkaz:
http://arxiv.org/abs/2405.11212
Autor:
Creanga, Claudiu, Dinu, Liviu P.
Natural Language Inference (NLI) is foundational for evaluating language understanding in AI. However, progress has plateaued, with models failing on ambiguous examples and exhibiting poor generalization. We argue that this stems from disregarding th
Externí odkaz:
http://arxiv.org/abs/2405.11197
Autor:
Joseph P. Casazza, Amelia R. Hofstetter, Pamela J. M. Costner, LaSonji A. Holman, Cynthia S. Hendel, Alicia T. Widge, Richard L. Wu, William R. Whalen, Jennifer Cunningham, Anita Arthur, Xiaolin Wang, Abidemi Ola, Jamie Saunders, Floreliz Mendoza, Laura Novik, Maria C. Burgos Florez, Ana M. Ortega-Villa, Preeti J. Apte, Larisa Strom, Lu Wang, Marjaan Imam, Manjula Basappa, Mursal Naisan, Mike Castro, Jessica F. Trost, Sandeep R. Narpala, Hillary A. Vanderven, Galina V. Yamshchikov, Nina M. Berkowitz, Ingelise J. Gordon, Sarah H. Plummer, Diane L. Wycuff, Sandra Vazquez, Rebecca A. Gillespie, Adrian Creanga, William C. Adams, Kevin Carlton, Jason G. Gall, Adrian B. McDermott, Leonid A. Serebryannyy, Katherine V. Houser, Richard A. Koup, Barney S. Graham, Julie E. Ledgerwood, John R. Mascola, Theodore C. Pierson, Sarah F. Andrews, Masaru Kanekiyo, Lesia K. Dropulic, The VRC 323 study team
Publikováno v:
npj Vaccines, Vol 9, Iss 1, Pp 1-10 (2024)
Abstract The relative conservation of the influenza hemagglutinin (HA) stem compared to that of the immunodominant HA head makes the HA stem an attractive target for broadly protective influenza vaccines. Here we report the first-in-human, dose-escal
Externí odkaz:
https://doaj.org/article/96bea20f4a6e46d8a78a3f7c6943f262
Publikováno v:
Conflict and Health, Vol 18, Iss 1, Pp 1-14 (2024)
Abstract Background Maternal and Perinatal Death Surveillance and Response (MPDSR) systems provide an opportunity for health systems to understand the determinants of maternal and perinatal deaths in order to improve quality of care and prevent futur
Externí odkaz:
https://doaj.org/article/4e0ee799ef0a4ae68bdeb966501481e6
Autor:
Andreea A. Creanga, Briana Kramer, Carrie Wolfson, Meighan Mary, Elizabeth M. Stierman, Sarah Clifford, Ada Ezennia, Jane Rhule, Nina Martin, Maxine Vance-Reed, Teneele Bruce, Bonnie DiPietro, Adriane Burgess, Nicole Warren, Shari N. Lawson, Sarah Meyerholz, Kelly Bower
Publikováno v:
Health Equity, Vol 8, Iss 1, Pp 406-418 (2024)
Objective: To describe two main pillars of the Maryland Maternal Health Innovation Program (MDMOM): (1) centering equity and (2) fostering broad stakeholder collaboration and trust. Methods: We summarized MDMOM?s key activities and used severe matern
Externí odkaz:
https://doaj.org/article/51167d54f2384078a7e6c8654a4882b8
Autor:
Ioana Creanga-Murariu, Leontina-Elena Filipiuc, Maria-Raluca Gogu, Mitica Ciorpac, Carmen Marinela Cumpat, Bogdan-Ionel Tamba, Teodora Alexa-Stratulat
Publikováno v:
Frontiers in Pharmacology, Vol 15 (2024)
Introduction: Chemotherapy-induced peripheral neuropathy (CIPN) is a shared burden for 68.1% of oncological patients undergoing chemotherapy with Paclitaxel (PTX). The symptoms are intense and troublesome, patients reporting paresthesia, loss of sens
Externí odkaz:
https://doaj.org/article/7f5357b0b9e44c9b9d73eaf03a6af2c9
Autor:
Oana Irina Gavril, Carmen Camelia Buruiana, Ionela Grosu Creanga, Radu Sebastian Gavril, Irina Mihaela Esanu
Publikováno v:
Romanian Journal of Oral Rehabilitation, Vol 15, Iss 4, Pp 215-223 (2023)
Hepatic fibrosis is a common consequence of chronic liver diseases and necessitates accurate evaluation for optimal patient management. Traditional liver biopsy, the gold standard for fibrosis assessment, is invasive and can be associated with compli
Externí odkaz:
https://doaj.org/article/a84d20cc08264b62b342f94238e9b377
Autor:
Eliza-Maria Bordeanu-Diaconescu, Andrei Cretu, Andreea Grosu-Bularda, Mihaela-Cristina Andrei, Florin-Vlad Hodea, Catalina-Stefania Dumitru, Valentin Enache, Cosmin-Antoniu Creanga, Ioan Lascar, Cristian-Sorin Hariga
Publikováno v:
Diagnostics, Vol 14, Iss 19, p 2210 (2024)
Melanoma is one of the most aggressive forms of skin cancer. While most melanomas have a discernible primary site, a small subset, approximately 3.2%, present as a metastatic disease without an identifiable primary origin, a condition known as melano
Externí odkaz:
https://doaj.org/article/097d798b2e554f5d97b7eb9159401fea