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pro vyhledávání: '"Golchin A"'
In-context learning (ICL) has proven to be an effective strategy for improving the performance of large language models (LLMs) with no additional training. However, the exact mechanism behind this performance improvement remains unclear. This study i
Externí odkaz:
http://arxiv.org/abs/2408.11546
Autor:
Sainz, Oscar, García-Ferrero, Iker, Jacovi, Alon, Campos, Jon Ander, Elazar, Yanai, Agirre, Eneko, Goldberg, Yoav, Chen, Wei-Lin, Chim, Jenny, Choshen, Leshem, D'Amico-Wong, Luca, Dell, Melissa, Fan, Run-Ze, Golchin, Shahriar, Li, Yucheng, Liu, Pengfei, Pahwa, Bhavish, Prabhu, Ameya, Sharma, Suryansh, Silcock, Emily, Solonko, Kateryna, Stap, David, Surdeanu, Mihai, Tseng, Yu-Min, Udandarao, Vishaal, Wang, Zengzhi, Xu, Ruijie, Yang, Jinglin
The 1st Workshop on Data Contamination (CONDA 2024) focuses on all relevant aspects of data contamination in natural language processing, where data contamination is understood as situations where evaluation data is included in pre-training corpora u
Externí odkaz:
http://arxiv.org/abs/2407.21530
Massive open online courses (MOOCs) offer free education globally to anyone with a computer and internet access. Despite this democratization of learning, the massive enrollment in these courses makes it impractical for one instructor to assess every
Externí odkaz:
http://arxiv.org/abs/2406.11102
Autor:
Khalil, Ahmad, Dege, Tizian, Golchin, Pegah, Olshevskyi, Rostyslav, Anta, Antonio Fernandez, Meuser, Tobias
In the pursuit of refining precise perception models for fully autonomous driving, continual online model training becomes essential. Federated Learning (FL) within vehicular networks offers an efficient mechanism for model training while preserving
Externí odkaz:
http://arxiv.org/abs/2405.01108
Massive open online courses (MOOCs) unlock the doors to free education for anyone around the globe with access to a computer and the internet. Despite this democratization of learning, the massive enrollment in these courses means it is almost imposs
Externí odkaz:
http://arxiv.org/abs/2402.03776
In the present paper, we investigate traversable wormhole solutions determined by an exponential shape function and fractional redshift function in the background of four viable $f(R)$ models. Although in the absence of the redshift function $\varphi
Externí odkaz:
http://arxiv.org/abs/2312.02714
Publikováno v:
Journal of Dental Biomaterial, Vol 4, Iss 3, Pp 425-430 (2017)
Statement of Problem: Patient satisfaction is highly influenced by the retention of the denture. In some instances using denture adhesives may help the patient to achieve this goal. Objectives: The purpose of this study was to evaluate the participan
Externí odkaz:
https://doaj.org/article/11ce33652704473a9132056c9565160e
Autor:
Golchin, Shahriar, Surdeanu, Mihai
We propose the Data Contamination Quiz (DCQ), a simple and effective approach to detect data contamination in large language models (LLMs) and estimate the amount of it. Specifically, we frame data contamination detection as a series of multiple-choi
Externí odkaz:
http://arxiv.org/abs/2311.06233
Autor:
Golchin, Maryam, Di Marco, Moreno, Horwood, Paul, Paini, Dean, Hoskins, Andrew, Hickson, R. I.
Infectious zoonotic disease emergence, through spillover events, is of global concern and has the potential to cause significant harm to society, as recently demonstrated by COVID-19. More than 70% of the 400 infectious diseases that emerged in the p
Externí odkaz:
http://arxiv.org/abs/2311.03654
Autor:
Zahra Sohani, Shahram Jamshidi, Mohammad Kazem Koohi, Javad Malakootikhah, Mohammad Abarkar, Diba Golchin, Sarina Roshani, Haniyeh Naghdi, Negin Aghajanpour-moghaddam-gazafroudi, Gazafroudi, Nava Amjadi, Reihaneh Izadi-niaki
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Corneal ulcers, whether melting or indolent, are common in humans and companion animals. Treatment involves local administration of antibiotic eye drops and corneal healing drugs. Compared to traditional treatments for ulcerative keratitis,
Externí odkaz:
https://doaj.org/article/601d5947ca214fcbadbdc44f7e0a3ba6