TFIDF meets deep document representation : a re-visit of co-training for text classification by Chen, Zhiwei

“…In this paper, we conduct exper- iments to evaluate the effectiveness of co-training with different combina- tions of document representations (e.g., TFIDF, Doc2vec, ELMo, BERT) and classifiers (e.g., SVM, Random Forest, XGBoost, MLP, and CNN) on two benchmark datasets (20 Newsgroup and Ohsumed). …”
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Application of smartphone-based biophotonic instrumentation for glucose sensing using colorimetric method by Azlan, Nur Ainin Sofhia Nurul

“…The calibration curves consistently confirm that the proposed method aligns with the Beer-Lambert law, in accordance with expectations with previous studies. …”
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Carbon-semiconductor hybrid nanostructures and their photoresponse behaviors by Zhan, Zhaoyao

“…Carbon nanomaterials are unique in terms of structure, carbon nanotube (CNT) bears a hollow one-dimensional structure; and graphene is an one-atom-thick sheet and has extremely high specific surface area; both of them are presenting excellent charge transport capability. …”
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Abui stories : seven children by Chew, Grace Min Hui

“…Thriving on an oral tradition, these stories, like the traditional Abui language, bear no written form and are at risk of extinction. …”
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Detection of simultaneous structural problems using multiple structural health monitoring techniques by Yang, Lu

“…After the construction, cracks, wear and tear, fatigue, creep, etc., will appear anytime during their life span, which significantly affects the capacity of the structure to bear loads. Hence structure health monitoring (SHM) technique came into existence to detect the structural problems and increase its life span. …”
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Object individuation and physical reasoning in infancy : an integrative account by Baillargeon, Renée, Stavans, Maayan, Wu, Di, Gertner, Yael, Setoh, Peipei, Kittredge, Audrey K., Bernard, Amélie

“…In this article, we argue that this confusing picture can be better understood by bringing to bear insights from a related subfield of infancy research, physical reasoning. …”
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Spam and scam detection through text analysis by Prawira, Nathania Anggraini

“…The experimental model comparison was made between the integration of a single and multiple classifiers in BERT model. Some programming modules, such as, PyTorch, Scikit-Learn, Keras, spaCy and Natural Language Toolkit (NLTK) were widely used in this experiment.…”
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Large scale paired antibody language models by Kenlay, H, Dreyer, FA, Kovaltsuk, A, Miketa, D, Pires, D, Deane, CM

“…To address this challenge, we present IgBert and IgT5, the best performing antibody-specific language models developed to date which can consistently handle both paired and unpaired variable region sequences as input. …”

The effect of silver nitrate and silver thiosulphate on in vitro shoot regeneration of australian pink finger lime (Citrus australasica cv. Mia Rose) by Qiao, Stephanie Er Wong, Sreeramanan Subramaniam, Bee, Lynn Chew

“…Conventional propagation of C. australasica is challenged by incompatibility issues during grafting and budding, its monoembryonic nature, and the lengthy time required to flower and bear fruits. Micropropagation on the other hand is an efficient alternative to conventional propagation for various commercial crops including citruses. …”
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Just Doing My Job: Normative Dimensions of Social Roles by Wells, Eliza

“…It also means that role-occupants are not off the moral hook. Ultimately, we each bear responsibility to create a more just social world.…”
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Are you thinking what I'm thinking? : an exploratory study on the attitudes of pregnant employees and co-workers towards workplace pregnancy. by Chew, Alicia Jing Yi., Goh, Xin Lei., Tan, Hwee Hoon.

“…Our forum findings shed a different perspective: female employees have the liberty to prioritise between family and career but they will have to bear the consequences of their choice. Recommendations by employees include hiring of temporary help, allowing for flexible working hours and open communication channels. …”
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Negotiating time in British Malaya : colonial Singapore’s role in time legislature, 1895 – 1933 by Teo, Grace Jie Ying

“…This paper argues that the various time changes in Singapore and British Malaya between 1895 to 1933 were products borne of influence from international agreements, yet more strongly bear the marks of local negotiation. Being arbitrary in nature, time offsets in the form of mean times, standard times, and daylight saving times were socially determined, negotiated, and sustained, by the circulation of ideas, objects, and actors. …”
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Autonomised harming by Eggert, L

“…Second, the paper examines how potential differences between human agents and non-human, artificial agents might bear on the permissibility of delegating life-and death decisions to AI systems. …”

Chinese poem generation using natural language processing by Wang, Jihan

“…Additionally, auxiliary functions were developed, including a sequence-to-sequence model to facilitate classical and modern Chinese translation for users to better comprehend classical Chinese, and a BERT model for keyword extraction to aid users' understanding of the text. …”
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Federated learning for natural language processing in medical domain by Saraf, Ishita

“…The study compares the performance of centralized training and federated learning for fine-tuning a BERT-based conversational agent on a medical conversation dataset, serving as a stepping-stone for future research into federated learning for LLM-led NLP applications.…”
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Biovalorisation of brewer's spent grain (BSG) and sensory evaluation of BSG bread by Goh, Luo Lin

“…Brewer’s spent grain (BSG) is the largest by-product of beer production, generating over an approximate 38 billion kg annually. …”
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Ozone reaction with interior building materials: Influence of diurnal ozone variation, temperature and humidity by Rim, Donghyun, Maddalena, Randy L., Nazaroff, William W., Gall, Elliott Tyler

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Autism narratives in Singapore by Ho, Melissa Yun Ling

“…Examining Singaporean autism narratives allows us insight into the ways in which dominant global discourses about autism are negotiated in local contexts; narratives are shaped by their socio-cultural contexts and examining those from Singapore, a globalised and multicultural, yet socially conservative city-state, enables us to understand the ways in which such multiple discourses come to bear upon individual narratives. Given that these narratives have, in turn, the potential to shape cultural discourses, and having shown through close literary analysis some effects of existing stereotypes and discourses, I argue for the urgency and importance of attending to narrative ethics in the production of autism narratives in Singapore.…”
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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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