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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Regression analysis ofr characterization of materials for photovoltaic cells by Vundavalli, Bala Satya Manikanta

“…The traditional Design-of-Experiments (DoEs) adapted so far, are slow and the information obtained sometimes bears little relevance to optimizing the key performance parameters of merit. …”
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De novo genome sequence assembly of the RNAi-tractable endosymbiosis model system Paramecium bursaria 186b reveals factors shaping intron repertoire by Leonard, G, Jenkins, BH, Savory, FR, Kilias, ES, Maguire, F, Varma, V, Milner, DS, Richards, TA

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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The golden thread of Woolmington – A domestic yarn that should never have been spun by Dyer, Karen

“…The case of Woolmington v The Director of Public Prosecutions [1935] 1 AC 462 is renowned for Viscount Sankey’s ‘golden thread’ ruling, that the prosecution bears the burden of proof at trial. However, what is frequently overlooked is that this judgment arises from domestic violence. …”
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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. …”

Presence of host-seeking Ixodes ricinus and their infection with Borrelia burgdorferi sensu lato in the Northern Apennines, Italy by Ragagli, C, Mannelli, A, Ambrogi, C, Bisanzio, D, Ceballos, LA, Grego, E, Martello, E, Selmi, M, Tomassone, L

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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Effect of nickel on localized surface plasmon resonance activity of gold nanorods by Tay, Aloysius Kay Chong.

“…This has sparked great interest in the field of harnessing the unique optical properties of one-dimensional metallic nanoparticles for SERS applications, especially in Au or Ag gapped nanorods as well as nanodisks arrays. …”
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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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Creating functionally graded concrete materials with varying 3D printing parameters by Tay, Daniel Yi Wei, Lim, Jian Hui, Li, Mingyang, Tan, Ming Jen

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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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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. …”

A novel fabrication method for submicron hydrogel particles loaded with protein drug by Philips Laulia

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Fragmentation of white phosphorus by a cyclic (alkyl)(amino)alumanyl anion by Koshino, Kota, Kinjo, Rei

“…Structural and electronic features of the latter were fully characterized by standard spectroscopic means, X-ray diffraction analysis, and computational studies, which revealed that 2 bears highly polarized Al (δ+) and P (δ-) and relatively short Al-P bonds, indicative of the σ-donating and π-accepting nature of CAAAl groups.…”
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Solventless 3D printed high-temperature resistant cyclosiloxane-containing resin for low-shrinkage ceramization and nano-functional composite development by Zhou, Zihao, Zhou, Xinran, Yuan, Xueyu, Li, Bing, Song, Yujie, Liu, Ming

“…With photosensitive characteristics of the developed systems proven by the photo-rheology studies, printing parameters were calculated by Beer-Lambert's law to achieve precise control of the 3D printed constructs with complex geometries. …”
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Get a Copy Find a copy in the library Internet of Things and Connected Technologies : Conference Proceedings on 5th International Conference on Internet of Things and Connected Tec... by International Conference on Internet of Things and Connected Technologies (5th : 2020 : Patna City, India), organiser 643049, Misra, Rajiv, editor 643051, Kesswani, Nishtha, editor 643052, Rajarajan, M., editor 643053, Bharadwaj, Veeravalli, editor 643054, Patel, Ashok, editor 643055

“…This book presents the recent research adoption of a variety of enabling wireless communication technologies like RFID tags, BLE, ZigBee, etc., and embedded sensor and actuator nodes, and various protocols like CoAP, MQTT, DNS, etc., that has made Internet of things (IoT) to step out of its infancy to become smart things. …”