Evaluating Adaptive Layer Freezing through Hyperparameter Optimization for Enhanced Fine-Tuning Performance of Language Models by Figueroa, Reinaldo

“…When dealing with data scarcity, transfer learning has become the go-to method to use these models in specialized downstream tasks via fine-tuning. However, fine-tuning on small datasets can lead to overfitting and a lack of generalization. …”
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EyeTrAES: Fine-grained, Low-Latency Eye Tracking via Adaptive Event Slicing by Sen, Argha, Bandara, Nuwan, Gokarn, Ila, Kandappu, Thivya, Misra, Archan

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Fine-tuning selective layer architecture of hydrogel membrane towards high separation performances for engineered osmosis by Qin, Detao, Liu, Zhaoyang, Bai, Hongwei, Song, Xiaoxiao, Li, Zhengtao, Sun, Darren Delai

“…Towards this goal, the architecture of hydrogel selective layer is finely tuned for the first time for improving engineered osmosis (EO) membrane performance. …”
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Feasibility conditions of ecological models: Unfolding links between model parameters by AlAdwani, Mohammad, Saavedra, Serguei

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Landscape perception : linking physical monitoring data to perceived landscape properties by Hedblom, Marcus, Hedenås, Henrik, Blicharska, Malgorzata, Adler, Sven, Knez, Igor, Mikusiński, Grzegorz, Svensson, Johan S., Sandström, Stefan, Sandström, Per, Wardle, David A.

“…This study develops and evaluates a model that links people’s perceptions of a mountain landscape to physical monitoring data. …”
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Adaptive synchronization of multi-agent systems with resilience to communication link faults by Chen, Ci, Xie, Kan, Lewis, Frank L., Xie, Shengli, Fierro, Rafael

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Tailoring the properties of shape memory polymers via UV cross-linking by Gay, Angela Shi Hui

“…This study covers the experimental investigation of ultraviolet (UV) resin and Acrylonitrile Butadiene Styrene (ABS)-like resin properties when it is cross-linked via UV and its shape memory behaviour. Several tests were conducted to observe the characteristics of both UV resin and ABS-like resin and when it is mixed with other polymers such as Polycaprolactone (PCL) and Thermoplastic polyurethane (TPU). …”
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COVID-19 tweet links: a preliminary investigation of type and relevance by Goh, Dion Hoe-Lian, Lee, Chei Sian, Zheng, Han, Theng, Yin Leng

“…We conducted an exploratory study of the links found in Twitter tweets. Our results showed that the largest category of tweet links was social media platforms followed by alternative news sites. …”
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Real time MP3 transmission over bluetooth ACL link by Feng, Chen

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QoS provisioning by power control for video communication via satellite links by Ma, Ting, Lee, Yee Hui, Winkler, Stefan, Ma, Maode

“…Video transmissions over satellite links are sensitive to signal fades because of rain, especially in the tropics. …”
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On extracting link information of relationship instances from a web site by Naing, Myo Myo, Lim, Ee Peng, Goh, Dion Hoe-Lian

“…We define the notion of link chain and formulate the link chain extraction problem. …”
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Linking Cerebral Malaria Pathogenesis to APOE-Mediated Amyloidosis: Observations and Hypothesis by Kioko, M, Mwangi, S, Njunge, JM, Berkley, JA, Bejon, P, Abdi, AI

“…In this article, we explore available data and hypothesise that cerebral malaria might be linked to APOE-mediated amyloidosis, one of the pathological processes associated with Alzheimer’s disease. …”

Rediscovering Homo sapiens in international politics: evolution and rationality’s missing link by Johnson, D

May measurement month 2022: an analysis of blood pressure screening findings from Sierra Leone by Jalloh, MB, Williams, CEE, Jegede, OG, Malijan, GMB, Naveed, A, Kanu, A, Bah, AK, Jalloh, F, Jalloh, A, Faulkner, MMJ, Agboola, K, Baldeh, M, Russell, JBW, Oladapo, OO

“…However, only 17% (140 out of 818) of the participants were previously diagnosed with hypertension. The findings revealed a wide range of antihypertensive medication use among people with known hypertension, ranging from no medication to the use of five or more medication classes. …”

Link me baby one more time: social music discovery on Spotify by Babul, SA, Hristova, D, Lima, A, Lambiotte, R, Beguerisse-Díaz, M

“…We consider several factors that may influence this process, such as the strength of the sender-receiver relationship, the user’s role in the Spotify social network, their music social cohesion, and how similar the new artist is to the receiver’s taste. We find that the receiver of a link is more likely to engage with a new artist when (1) they have similar music taste to the sender and the shared track is a good fit for their taste, (2) they have a stronger and more intimate tie with the sender, and (3) the shared artist is popular amongst the receiver’s connections. …”

Dynamic stabilization of formation fines to enhance oil recovery of a medium permeability sandstone core at reservoir conditions by Agi, Augustine Aja, Radzuan, Junin, Mohd Zaidi, Jaafar, Zulkifli, Abdul Majid, Nor Aishah Saidina, Amin, Akhmal, Sidek, Yakasai, Faruk, Muhammad Abbas Ahmad, Zaini, Azrul Nurfaiz, Mohd Faizal, Gbadamosi, Afeez Olayinka, Sirajo, Lawal, Oseh, Jeffrey Onuoma

“…Fines migration has impacted the efficiency of low salinity water flooding at reservoir condition. …”
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Extracting structured data from organic synthesis procedures using a fine-tuned large language model by Ai, Qianxiang, Meng, Fanwang, Shi, Jiale, Pelkie, Brenden, Coley, Connor W

“…The fine-tuned model produces syntactically correct ORD records with an average accuracy of 91.25% for ORD “messages” (e.g., full compound, workups, or condition definitions) and 92.25% for individual data fields (e.g., compound identifiers, mass quantities), with the ability to recognize compound-referencing tokens and to infer reaction roles. …”
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Discrete and fine wavelength tunable thermo-optic WSS for low power consumption C+L band tunability by Prabhathan, Patinharekandy, Murukeshan, Vadakke Matham, Zhang, Huijuan, Chen, Shiyi, Zhang, Jing

“…Instead of direct tuning a single MRR spectrum, the discrete and fine wavelength tunability in a Vernier configured TO-WSS has been used to achieve single wavelength selection over a high free spectral range (FSR). …”
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Fine-scale population structure and widespread conservation of genetic effect sizes between human groups across traits by Hu, S, Ferreira, LAF, Shi, S, Hellenthal, G, Marchini, J, Lawson, DJ, Myers, SR

“…We developed a statistical pipeline to infer fine-scale Ancestry Components and applied it to UK Biobank data. …”

Towards greener concrete: a comprehensive review of waste glass powder as a partial fine aggregate substitute by S.J.S, Hakim, Mhaya, A M, Mokhatar, S N A F, Kamarudin, S. N., Tong, Y G, Chik, T N T

“…Overall, preparing a review paper on the performance of waste glass powder as a partial substitution of fine aggregate in concrete consolidates existing knowledge, evaluates performance, identifies benefits, challenges, and guides future research…”
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