Investigating fine-tuning of large language models for text summarisation by Khaliq, Usama, Patel, Preeti

“…The limited performance increase from the fine-tuned models was likely due to small datasets and medium-sized LLMs. …”
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Visual analytics for fine-grained text classification models and datasets by Battogtokh, M, Xing, Y, Davidescu, C, Abdul-Rahman, A, Luck, M, Borgo, R

“…In natural language processing (NLP), text classification tasks are increasingly fine-grained, as datasets are fragmented into a larger number of classes that are more difficult to differentiate from one another. …”

Optimization of culture conditions in HS5 stroma suppported hematopoietic culture. by Goh, Carlye Qian Ling.

“…In the first part, growth profile was conducted for HS5 stroma. In the second part of this project, we studied co-cultures consisting of HS5 stroma and/or TPO. …”
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Design of pinned and rigid bolted connections using BS 5950:2000 and Eurocode 3 by Xie, Yunshen.

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Compact true time delay line with partially shielded coplanar waveguide transmission lines by Lim, Hong Yi, Ng, Geok Ing, Leong, Yoke Choy

“…This paper presents a method to attain a compact true time delay line with a partially shielded coplanar waveguide transmission line. …”
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Press freedom : drawing the line by Santos, Vergel O.

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Mining on-line user reviews by Bin, Shi

“…In this report, we propose a system for mining on-line user product reviews. Each sentence in a review is analyzed to extract the user’s opinion / orientation of a product feature. …”
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Transmission line with gaseous cavitation by Chen, Junting.

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Behaviour of joints in tunnel linings by Alevey, Niall Mac, Ashraf Mohamed Hefny

“…Precast concrete tunnel segments are used extensively to construct tunnel linings. In order to reduce bending moments the lining must be flexible. …”
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Crossing the line : harassed on the web by Thor, Venessa Xing Ying, Yee, Wendy Shu Yan

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Gaseous cavitation in transmission line by Yeo, Wei Jian

“…A comprehensive study on gaseous cavitation in transmission lines will be presented. A model will be developed to simulate and forecast the effect of cavitation. …”
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Vehicular localization using 5G V2X by Pan, Yongqi

“…This project will discuss on different vehicle positioning methods related to the 5G V2X. Besides, a simulation solution using mmWave signals to complete vehicle positioning will be given. …”
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A review of offshore decommissioning regulations in five countries – strengths and weaknesses by Fam, Mei Ling, Konovessis, Dimitris, Tan, Hoon Kiang, Ong, Lin Seng

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Electron-donating five-membered heterocyclic modulated electronic states boosting visible-light-driven H2O2 production by Gao, Tao, Yang, Chen, Zheng, Yong, Shen, Yi, Wang, Qiao, Wang, Long, Xu, Run, Lv, Minghui, Li, Mingjin, Shi, Zhonglian, Wang, Li, Kong, Xin Ying, Ye, Liqun

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Filmwise condensation of steam on sinusoidal pin fin arrays : effects of fin height and fin pitch by Ho, Jin Yao, Leong, Kai Choong, Wong, Teck Neng

“…An experimental investigation on the use of sinusoidal pin fins to enhance filmwise condensation of steam on vertical plates was carried out. …”
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Mixed-sandwich Cp*Cr complexes containing poly(methimazolyl)borates (Cp* = C5Me5) : syntheses and structural and electrochemical studies by Kuan, Seah Ling, Leong, Weng Kee, Webster, Richard David, Goh, Lai Yoong

“…Cyclic voltammetric studies of complexes 2, 4, and 7 showed that the oxidation and reduction processes are chemically reversible and that the reduced and oxidized states of complexes 3, 5, and 6 are very short-lived.…”
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A review on substitution of natural sand with granite fines in sustainable concrete by Li, Ziyang, Lao, Junying, Wang, Lijie, Lim, Namyo Salim, Tan, Kang Hai, Qian, Shunzhi

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Ultra-fine bainite in medium-carbon high-silicon bainitic steel by Yu, Xinpan, Wang, Yong, Wu, Huibin, Gong, Na

“…%C ultra-fine bainitic steel is through austenitization at 1000 °C and austempering at 340 °C.…”
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God v. free will by Loh, Xi Hong

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Servo valve-line hydraulic system by Ong, Jia Xian.

“…The electrohydraulic system in this project consists of hydraulic pump, pipeline, servovalve, accumulator and variable orifice. There are 5 different cases of hydraulic systems to be analyzed using lumped parameter analysis approach. …”
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