Investigating Fine-Tuning of Language Models for Multiple-Choice Questions by Wang, Ivy A.

“…In our experiments, we scaled and balanced our fine-tuning datasets and learned that both processes improve the accuracy on test sets of MCQs.…”
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Thermochromorph: Dynamic Relief Printing with Thermochromic Inks by Sethapakdi, Ticha, Myers, Paris, Yu, Tianyu, Covarrubias, Juliana, Leake, Mackenzie, Mueller, Stefanie

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Proximal advantage in knowledge diffusion : the time dimension by Wang, Jue, Zhang, Liwei

“…The geographic proximity advantage would be particularly relevant in the early stage of dissemination. We collected three sets of research articles published in 1990, 2000 and 2010 and compared the longitudinal citations they received domestically and from abroad. …”
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Ensemble hybrid learning methods for automated depression detection by Ansari, Luna, Ji, Shaoxiong, Chen, Qian, Cambria, Erik

“…The key objective is to improve depression detection performance by examining and comparing two sets of methods: hybrid and ensemble. The results show that ensemble models outperform the hybrid model classification results. …”
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Optimising expression and purification of Dengue soluble E protein by Poh, Nina Yong Xin

“…Successful modification and vector expression in pcDNA3.1 enhance solubility, enabling drug development and testing. This project sets a baseline for future functional and mechanistic understanding. …”
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Automatic image matching and applications by Singhal, Aseem.

“…The proposed algorithm was successfully tested on different image sets. Although, the functional requirements of the project were met, there are still a few improvements and research that may be extended to the algorithm including edge correspondence instead of just feature point correspondence.…”
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Online fortune-telling system using angle difference by Tan, Zhong Ming.

“…In this project, the biggest concern is that the time-efficiency of the matching algorithm suffers considerably when handling large data sets. We have proposed various indexing algorithms to help reduce the computational cost incurred. …”
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Effect of queuing and priority rules in semiconductor testing workstation by Hadi, Ferdinand

“…After undergone several sets of simulation in different conditions, the observed results show there are significant impacts of having priority (hot loads) in the system as the priority increases the performance of the overall system becomes poorer. …”
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Measurement sensitivity characteristics investigation of an optical fiber sagnac interferometer through strain sensing by Teo, Hwee Fang

“…The parameters used are to realize how the optical phase difference of the Sagnac loop would affect the measurement sensitivity characteristics of the OFSI as defined through the birefringence and length of the optical fiber, along with the fringe order of the interference transmission spectra. Several sets of OFSIs were configured and strain sensing was carried out to determine the sensitivity characteristics of each OFSI. …”
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Identity matters ... even in maritime security : China, Japan and maritime cooperation in East Asia by Eva Pejsova

“…However, given the specific, transnational character of maritime management in the twenty-first century, this would require States to rise above the traditional Westphalian understanding of sovereignty and beyond the Realist mind-sets.…”
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Machine translation of software-specific documentations by Tee, Li Yin

“…Lastly, we evaluate our test sets with BLEU (bilingual evaluation understudy) and WER (word error rate) to get the translation quality and find out how this model and what is the problem and what can be improved.…”
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A risk-sensitive stock trading system with the application of reinforcement learning (Q-learning) by Gupta, Shantanu

“…The characteristic that sets this trading system apart from existing works is the fact that in addition to being profit-maximizing, it is also risk-sensitive. …”
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Crack-inclusion interaction in composite materials with aerospace and offshore engineering application by Koh, Way Keat

“…This was able to be achieved by introducing certain constant variables and a few sets of manipulating variables. Two types of crack were being modeled and analyzed, which were a straight crack (with coated and uncoated inclusion) and a symmetrical branch crack at one end (with uncoated inclusion). …”
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Data analytics on maps (web application for interactive map exploration) by Koh, Matthew Joon Min

“…The algorithm has to efficiently operate on large enough sets of data to achieve a more accurate result. We will tackle the problem of efficient selection of data points in a large data-set with inputs and parameters set by the user to display the updated result in real-time.…”
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Calibration of the basic reinforced concrete design provision (Calibration of bond stress-slip models for unconfined reinforced concrete) by Cheah, Yi Ning

“…Seven deterministic bond stress-slip models and 90 sets of experimental specimens that exhibited splitting failures have been collected from literature studies. …”
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Improving achievable rate for the two-user SISO interference channel with improper Gaussian signaling by Zeng, Yong, Gunawan, Erry, Guan, Yong Liang, Zhang, Rui, Yetis, Cenk M.

“…The additional degree of freedom given by the pseudo-covariance, which is conventionally set to be zero for the case of proper Gaussian signaling, provides an opportunity to improve the achievable rate by employing the improper Gaussian signaling. …”
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Discovering thematic objects in image collections and videos by Katsaggelos, Aggelos K., Yuan, Junsong, Zhao, Gangqiang, Fu, Yun, Li, Zhu, Wu, Ying

“…Experiments on challenging image and video data sets and comparisons with existing methods validate the effectiveness of our method.…”
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Texture aware image segmentation using graph cuts and active contours by Zhou, Hailing, Zheng, Jianmin, Wei, Lei

“…Experiments on various images from the Brodatz, Berkeley and MSRC data sets are conducted and the experimental results demonstrate the high effectiveness of the proposed method to a wide range of images.…”
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Managing unstructured information by Tredinnick, Luke, Laybats, Claire

“…This is because highly-structured data-sets and information collections are more susceptible to various kinds of error and decay. …”
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Mobile sensors-based detection of road conditions and quality by Singh, Prabhat, Bansal, Abhay, Kamal, Ahmed E., Kumar, Sunil

“…In the first part the work is done on the collection of data sets with the help of Android in-built mobile sensors. …”
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