Hierarchical document representation for summarization by Tey, Rui Jie

“…HIWESTSUM is very light in weight with parameter size over 10 times smaller than current existing models that fine-tune BERT for summarization. Moreover, the proposed model is faster than SOTA models with shorter training and inference time. …”
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Development of an API for EDU segmentation by Liu, Qingyi

“…This is done by finetuning pretrained models such as BERT as well as using the PosTag embeddings as additional input features. …”
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A phenotype-based AI pipeline outperforms human experts in differentially diagnosing rare diseases using EHRs by Mao, X, Huang, Y, Jin, Y, Wang, L, Chen, X, Liu, H, Yang, X, Xu, H, Luan, X, Xiao, Y, Feng, S, Zhu, J, Zhang, X, Jiang, R, Zhang, S, Chen, T

“…PhenoBrain utilizes a BERT-based natural language processing model to extract phenotypes from clinical texts in EHRs and employs five new diagnostic models for differential diagnoses of rare diseases. …”

Taking data feminism to school: A synthesis and review of pre‐collegiate data science education projects by Lee, Victor R, Pimentel, Daniel R, Bhargava, Rahul, D'Ignazio, Catherine

“…In this review paper, we draw on principles from data feminism to review 42 different educational research and design approaches that engage youth with data, many of which are educational technology intensive and bear on future data-intensive educational technology research and design projects. …”
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Comparison of Machine Learning-Based Methods for Narrowband Blind Adaptive Beamforming by Shonkwiler, Lara

“…Traditional blind source separation methods such as CMA, SOBI, JADE, and FastICA tend to be highly effective at beamforming datasets with moderate to large sample supports, but they do not perform well when they only have access to a limited number of data samples. They also bear the disadvantage that the appropriate algorithm must be selected based on the properties of the expected signal. …”
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Easing the “second-shift” burden : grandparental childcare and the subjective wellbeing of working mothers in Singapore by Cheo, Rachel Ka Yang

“…However, it is still common for working mothers to bear the brunt of both domestic and paid work. In the present study, I explored the role of grandparents as providers of childcare for their grandchildren in contemporary Singapore. …”
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The other side of the Elbe River: interventions in art, modernity, and coloniality in Poland by Michalska, DJ

“…<p>The artistic practices of Zofia Stryjeńska (1891-1976), Władysław Hasior, (1928-1999), Teresa Murak (1949-) and Roman Stańczak (1969-) all bear testimony – in their own distinct ways – to the ‘shock of the new’, the massive rupture brought by modernisation and capitalism in twentieth-century Poland. …”

A novel approach based on the elastoplastic fatigue damage and machine learning models for life prediction of aerospace alloy parts fabricated by additive manufacturing by Zhan, Zhixin, Li, Hua

“…In the aerospace engineering, many metal parts produced using Additive Manufacturing (AM) technique often bear cyclic loadings, so the fatigue failures of AM alloy parts become very common phenomena. …”
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Behave The Biology of Humans at Our Best and Worst / by Sapolsky, Robert M., author 656050, Penguin Random House (Online service) 655978

“…Sapolsky's storytelling concept is delightful but it also has a powerful intrinsic logic: he starts by looking at the factors that bear on a person's reaction in the precise moment a behavior occurs, and then hops back in time from there, in stages, ultimately ending up at the deep history of our species and its evolutionary legacy. …”
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Predicative adjectives in Thai: diachronic changes in the past century by Jaratjarungkiat, Sureenate, Park, Kyung-Eun, Tan, Samuel Yuan Han

“…Peripheral adjectives, on the other hand, bear resemblance to both nouns and verbs from a syntactic standpoint (e.g. they may co-occur with the negation marker, auxiliary verbs and even the copula /pen/). …”
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Artificial Intelligence and the US-China Balance of Power by Chang, Benjamin Angel

“…Finally, the third essay exploits supply chain datasets to assess each side’s ability to bring AI-enabled autonomous weapons to bear in future conventional conflicts. I find that control over the production of advanced AI chips by the United States and allies almost certainly means the United States would better exploit such weapons, if they emerged as decisive in modern warfare, within at least the next ten years. …”
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Electronic and optoelectronic devices using chemical vapour deposited 2D materials by Fan, Y

“…<p>Two dimensional (2D) materials bear a lot of expectations on playing important role in next generation electronics and optoelectronics. …”

Industrial policy refraction: how corporate strategy shapes development outcomes in Brazil by Zylberberg, E

“…My findings are brought to bear on three traditionally disparate bodies of research –industrial policy, corporate strategy and institutional theory – extending each and also bringing them into fruitful communion with one another.…”

Soft law, hard stakes? State commitment to non-binding international instruments and the case of the UN Declaration on the Rights of Indigenous Peoples by Villeneuve, L

“…In this thesis, incorporating insights from public international law into rationalist IR approaches, I argue that soft law instruments can have important effects over time and bring substantial costs for states to bear. This is particularly the case for soft law instruments ‘hardening’ through domestic law, treaties or customary international law, increasing the sovereignty and implementation costs attached to commitment. …”

Unravelling giant molecular clouds by Liang, F

“…<p>Giant molecular clouds (GMCs) provide the fuel for star formation and bear various feedbacks. Thus, they are key to our understanding of galaxy evolution and the baryon cycle. …”

#let’s-discuss: Analyzing Students’ Use of Emoji when Interacting with Course Readings by Blobstein, Ariel, Facciotti, Marc T., Igo, Michele, Karger, David, Ravi, Prerna, Sripathi, Kamali, Gal, Kobi

“…We use pre-trained deep learning language models (BERT) to predict the emoji attached to a student’s post and then study the extent to which this model generated in an introductory biology course can be generalized to predict student emoji usage in other courses.…”
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A secret of high-rate mass transfer in anammox granular sludge : "lung-like breathing" by Xu, Dongdong, Kang, Da, Yu, Tao, Ding, Aqiang, Lin, Qiujian, Zhang, Meng, Hu, Qianyi, Zheng, Ping

“…The AnGS cultivated in a bioreactor with higher nitrogen removal rate (NRR) was found to have the higher ExCA and ExCF when determinated at the same BLR, and the “lung-like breathing” behavior of one type of AnGS was revealed to bear a significantly (p < 0.05) positive correlation with the specific anammox activity (SAA). …”
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Curiosity Opens Relationships of the World and with Others: Narratives from Doing Teaching and Learning Through Curiosity by Cavicchi, Elizabeth

“…What potentials does curiosity bear for education? Some characterizations portray curiosity as self-motivated search for answers, a drive conformable with conventional education’s imperative for correct answers. …”
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Structural behavior of tubular frame under elevated temperature by Tan, Peng Hoe.

“…In this study, a two-bay-two-floor steel tubular frame, separated as four individual compartments, was modeled to investigate the behaviour of tubular frame under transient elevated temperature. To bear a resemblance to real fire condition, transient elevated temperature analysis was run to provide a more realistic solution. …”
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PLATON: top-down R-tree packing with learned partition policy by Yang, Jingyi, Cong, Gao

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