Leveraging linguistic knowledge to enhance low-resource NLP applications by Zhu, Zixiao

“…Specifically, 1. In the promptless fine-tuning paradigm, we first focus on fine-tuning word embeddings for task-related words, thereby enriching the conceptual knowledge available to compositional neural networks during feature learning in emotion recognition. …”
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Influence of mesh sizes and orientations on expanded aluminium sheets on tensile performances by Nik Ismail, N A, Roslan, M N, Ismail, A E, El Bakri, H M

“…According to the results of the experiment, specimens with fine mesh have higher tensile stress, which is 44.90 MPa for fine mesh specimens with a 30° orientation, compared to medium and coarse mesh sizes, which have the lowest strength, which is 7.06 MPa for coarse mesh specimens with a 60° orientation. …”
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Self-Improvement for Circuit-Analysis Problems by Williams, R. Ryan

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Small-island interactions: pottery from Roman Malta by Anastasi, M

“…In the first instance, a detailed study of three complete and new ceramic assemblages, including amphorae, fine, cooking and coarse wares, was undertaken. The opportunity to quantify identifiable imports and compare them with local products—the first of its kind for fine, cooking and coarse wares—provided valuable proxy data for comparing Malta with neighbouring islands and centres, and demonstrated what proportion of ceramic vessels were locally supplied, and how these changed over time. …”

Advancing neural text generation by Han, Simeng

“…However, these models are typically fine-tuned on hundreds of thousands of data points, an infeasible requirement when applying summarization to new, niche domains. …”
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Spycat and the paper chase. by Lim, Darren Wei Ren.

“…Spycat and the Paper Chase is an animated short film produced by Lim Wei Ren Darren, Derwin Silamaya Suhali, Fung Chun Hong and Soh Yu Xian to fulfil the Final Year Project requirement for the Degree of Bachelor of Fine Arts in Digital Animation. The film introduces audiences to the escapades of Oreo, a housecat who has a double identity as Spycat – secret agent extraordinaire! …”
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Cyber-physical thermal management of 3D multi-core cache-processor system with microfluidic cooling by Qian, Hanhua, Huang, Xiwei, Yu, Hao, Chang, Chip Hong

“…Our work analyzes and predicts the fine-grained temperature profile of multi-core processorcache system. …”
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Effect of solution treatment on high tempreature oxidation of Fe-33Ni-19Cr alloys Fe-40Ni-24Cr alloys. by Parimin, Noraziana

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Scene understanding based on heterogeneous data fusion by Zhu, Lingzhi

“…This network achieves 0.77 mean average precision without any fine tuning. Moreover, after fine tuning process, the highest mAP score it can reach is 0.804. …”
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Strength improvement by surcharge and vacuum preloading by Lew, Chloe Yan Bin Jmi

“…This study used Kaolin as the sample material to examine the impact of vacuum and surcharge preloading on the undrained shear strength and soil-water characteristic curve of fine-grained soil. Consolidated kaolin samples were trimmed into cylindrical specimens and subjected to different pre-consolidation pressures. …”
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Bi-factorial preference optimization: balancing safety-helpfulness in language models by Zhang, W, Torr, PHS, Elhoseiny, M, Bibi, A

“…Fine-tuning large language models (LLMs) on human preferences, typically through reinforcement learning from human feedback (RLHF), has proven successful in enhancing their capabilities. …”

Towards semantic, debiased and moment video retrieval by Satar, Burak

“…Video retrieval aims to retrieve a whole video within a video corpus given a language query. However, one of the main challenges is that it requires reaching a semantic correlation between these modalities. …”
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Towards optimal scheduling of deep learning training jobs in GPU clusters by Gao, Wei

“…PromptTuner comprises two main components: the Prompt Bank and the Workload Scheduler. …”
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Surface Compositions of Trojan Asteroids by Emery, Joshua P., Binzel, Richard P., Britt, Daniel T., Brown, Michael E., Howett, Carly J. A., Martin, Audrey C., Melita, Mario D., Souza-Feliciano, Ana Carolina, Wong, Ian

“…Mid-infrared emissivity spectra reveal the presence of fine-grained anhydrous silicates on the surfaces. …”
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Transfer-recursive-ensemble learning for multi-day COVID-19 prediction in India using recurrent neural networks by Chakraborty, Debasrita, Goswami, Debayan, Ghosh, Susmita, Ghosh, Ashish, Chan, Jonathan H., Wang, Lipo

“…The proposed method uses gated recurrent unit networks as the main predicting model. A study is conducted by building four models pre-trained on COVID-19 data from four different countries (United States of America, Brazil, Spain, and Bangladesh) and fine-tuned on India's data. …”
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A physical model for sloping capillary barriers by Rahardjo, Harianto, Tami, Denny, Leong, Eng Choon, Fredlund, Delwyn G.

“…A sloping two-layer capillary barrier model consisting of a relatively fine soil layer over a relatively coarse soil layer was constructed inside a specially designed apparatus. …”
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Anomaly detection in aerosol jet printing via computer vision & machine learning by Ang, Ryan Wei Hao

“…The Aerosol Jet Printing (AJP) technique is a relatively new contactless direct write method that is being developed for the purpose of producing fine features on a diverse selection of surfaces. …”
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Flip chip joint-in-via architecture on flexible substrates with Au-Sn interdiffusion bonding by Lee, Teck Kheng

“…Field applications using existing packaging infrastructure has demonstrated the robustness of applying the SLICF bonding with the joint-in-via architecture for fine pitch flip-chip applications.…”
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Lattice code design for the Rayleigh fading wiretap channel by Belfiore, Jean-Claude, Oggier, Frederique

“…We present a design criterion for both the fine and coarse lattice to obtain wire tap lattice codes for the Rayleigh fading Wiretap Channel.…”
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Acid FYP report by Woo, Bao Xin

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