Shaojun Wang
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View article: Grid Peak Shaving and Energy Efficiency Improvement: Advances in Gravity Energy Storage Technology and Research on Its Efficient Application
Grid Peak Shaving and Energy Efficiency Improvement: Advances in Gravity Energy Storage Technology and Research on Its Efficient Application Open
Global energy issues have spurred the development of energy storage technology, and gravity-based energy storage (GBES) technology has attracted much attention. This comprehensive review examines the principles, applications, and prospects…
View article: Self-Enhanced Reasoning Training: Activating Latent Reasoning in Small Models for Enhanced Reasoning Distillation
Self-Enhanced Reasoning Training: Activating Latent Reasoning in Small Models for Enhanced Reasoning Distillation Open
The rapid advancement of large language models (LLMs) has significantly enhanced their reasoning abilities, enabling increasingly complex tasks. However, these capabilities often diminish in smaller, more computationally efficient models l…
View article: GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression
GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression Open
View article: Low-Temperature Synthesis of Ytterbium-Doped Cspbcl3 Perovskite Nanocrystals with a Short-Chain Ligand
Low-Temperature Synthesis of Ytterbium-Doped Cspbcl3 Perovskite Nanocrystals with a Short-Chain Ligand Open
View article: GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression
GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression Open
Recent studies have demonstrated that many layers are functionally redundant in large language models (LLMs), enabling model compression by removing these layers to reduce inference cost. While such approaches can improve efficiency, indis…
View article: Learning to Adapt to Low-Resource Paraphrase Generation
Learning to Adapt to Low-Resource Paraphrase Generation Open
Paraphrase generation is a longstanding NLP task and achieves great success with the aid of large corpora. However, transferring a paraphrasing model to another domain encounters the problem of domain shifting especially when the data is s…
View article: Multi-Scale Image Dehazing Algorithm Based on Improved Aod-Net
Multi-Scale Image Dehazing Algorithm Based on Improved Aod-Net Open
View article: Multi-Scale Image Dehazing Algorithm Based on Improved Aod-Net
Multi-Scale Image Dehazing Algorithm Based on Improved Aod-Net Open
View article: Algorithm for Enhancing the Resolution of Workshop Part Images
Algorithm for Enhancing the Resolution of Workshop Part Images Open
The resolution of the input image will affect the restoration effect of the image. In a fixed environment, obtaining high-quality images requires expensive acquisition devices, such as cameras. There are many ways to improve image quality.…
View article: Cone Angle Modulation of Silicon Nanocones through Double Etching Processes in Metal-Assisted Chemical Etching
Cone Angle Modulation of Silicon Nanocones through Double Etching Processes in Metal-Assisted Chemical Etching Open
All-wet metal-assisted chemical etching (MACE) has been demonstrated as a simple and effective method to fabricate silicon nanocones (SiNCs). The properties of SiNCs strongly depend on their structure parameters such as the cone angle and …
View article: Optimization of landscape pattern in China Luojiang Xiaoxi basin based on landscape ecological risk assessment
Optimization of landscape pattern in China Luojiang Xiaoxi basin based on landscape ecological risk assessment Open
Multi-source ecological risks have induced many ecological pollution problems that cannot be ignored and seriously threaten regional ecological security. Constructing and optimizing the landscape pattern is beneficial to improve watershed …
View article: Feasibility of Winter Construction for Prefabricated Subway Station: Waterproof Performance Analysis of Composite Cross-Section Gasket Treated by Low Temperature
Feasibility of Winter Construction for Prefabricated Subway Station: Waterproof Performance Analysis of Composite Cross-Section Gasket Treated by Low Temperature Open
View article: A Non-Invasive Physiological Control System of a Rotary Blood Pump Based on Preload Sensitivity: Use of Frank–Starling-Like Mechanism
A Non-Invasive Physiological Control System of a Rotary Blood Pump Based on Preload Sensitivity: Use of Frank–Starling-Like Mechanism Open
Implanting rotary blood pumps (RBPs) has become the principal treatment for patients suffering from severe heart failure. There are still many challenges to address for RBP control systems. These problems include meeting the patient’s phys…
View article: A Speed Adaptive Path Planning Method based on Line Structured Light Information for Robotic Multi-layer/Multi-pass Welding
A Speed Adaptive Path Planning Method based on Line Structured Light Information for Robotic Multi-layer/Multi-pass Welding Open
Regarding the geometrical errors existed in the welding grooves for the large steel structures, the traditional path planning method for robotic multi-layer/multi-pass welding cannot guarantee welding quality. In this paper, a speed adapti…
View article: [Effect of a delay mode of a ventricular assist device on hemodynamics of the cardiovascular system].
[Effect of a delay mode of a ventricular assist device on hemodynamics of the cardiovascular system]. Open
The implantation of biventricular assist device (BiVAD) is more challenging than that of left ventricular assist device for the interaction in the process of multiple input and output. Besides, ventricular assist device (VAD) often runs in…
View article: Distribution of Nonmetallic Inclusions in Slab for Tinplate
Distribution of Nonmetallic Inclusions in Slab for Tinplate Open
Tinplate is widely used in food packaging and chemical packaging. Industrial production continues to reduce the thickness of tinplate steel, which puts higher requirements on the control of inclusions. In this study, compared with traditio…
View article: Transition Metal Dichalcogenide Metaphotonics and Self-coupled Polariton Platform Realized by CVD Bottom-up Method
Transition Metal Dichalcogenide Metaphotonics and Self-coupled Polariton Platform Realized by CVD Bottom-up Method Open
The exotic electronic and optical properties of the transition metal dichalcogenides(TMDCs) opens up new opportunities in the field of dielectric metaphotonics. Although some interesting photonic phenomena have been demonstrated in nanostr…
View article: Learning to Adapt to Low-Resource Paraphrase Generation
Learning to Adapt to Low-Resource Paraphrase Generation Open
Paraphrase generation is a longstanding NLP task and achieves great success with the aid of large corpora. However, transferring a paraphrasing model to another domain encounters the problem of domain shifting especially when the data is s…
View article: PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection
PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection Open
This paper describes the second-placed system for subtask 2 and the ninth-placed system for subtask 1 in SemEval 2022 Task 4: Patronizing and Condescending Language Detection. We propose an ensemble of prompt training and label attention m…
View article: Extracting Diverse Sentiment Expressions with Target-Dependent Polarity from Twitter
Extracting Diverse Sentiment Expressions with Target-Dependent Polarity from Twitter Open
The problem of automatic extraction of sentiment expressions from informal text, as in microblogs such as tweets is a recent area of investigation. Compared to formal text, such as in product reviews or news articles, one of the key challe…
View article: Optimal Design of a Novel Magnetic Twisting Device based on NSGA-II Algorithm
Optimal Design of a Novel Magnetic Twisting Device based on NSGA-II Algorithm Open
This paper presents a novel magnetic twisting device with a coaxial double rotor based on non-contact transmission characteristics of magnetic drive technology. When the twisting device rotates one cycle, the yarn can get triple twists. Th…
View article: PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling Check
PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling Check Open
Li Huang, Junjie Li, Weiwei Jiang, Zhiyu Zhang, Minchuan Chen, Shaojun Wang, Jing Xiao. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language…
View article: Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval Open
Dual-Encoders is a promising mechanism for answer retrieval in question\nanswering (QA) systems. Currently most conventional Dual-Encoders learn the\nsemantic representations of questions and answers merely through matching\nscore. Researc…
View article: PINGAN Omini-Sinitic at SemEval-2021 Task 4:Reading Comprehension of Abstract Meaning
PINGAN Omini-Sinitic at SemEval-2021 Task 4:Reading Comprehension of Abstract Meaning Open
This paper describes the winning system for subtask 2 and the second-placed system for subtask 1 in SemEval 2021 Task 4: ReadingComprehension of Abstract Meaning. We propose to use pre-trianed Electra discriminator to choose the best abstr…
View article: A Sensitive, Highly Specific Novel Isothermal Amplification Method Based on Single-Nucleotide Polymorphism for the Rapid Detection of Salmonella Pullorum
A Sensitive, Highly Specific Novel Isothermal Amplification Method Based on Single-Nucleotide Polymorphism for the Rapid Detection of Salmonella Pullorum Open
S. Pullorum (Salmonella enterica serovar Gallinarum biovars Pullorum) is an infectious pathogen that causes the acute systemic disease called Pullorum disease in poultry. This disease causes huge losses to the poultry industr…
View article: A Comprehensive Model for Estimating Stimulated Reservoir Volume Based on Flowback Data in Shale Gas Reservoirs
A Comprehensive Model for Estimating Stimulated Reservoir Volume Based on Flowback Data in Shale Gas Reservoirs Open
Stimulated reservoir volume (SRV) which is generated by horizontal drilling with multistage hydraulic fracturing governs the production in the shale gas reservoirs. Although microseismic data has been used to estimate the SRV, it is high-p…
View article: Generating Reasonable Legal Text through the Combination of Language Modeling and Question Answering
Generating Reasonable Legal Text through the Combination of Language Modeling and Question Answering Open
Due to the improvement of Language Modeling, the emerging NLP assistant tools aiming for text generation greatly reduce the human workload on writing documents. However, the generation of legal text faces greater challenges than ordinary t…
View article: Impact of indirect transitions on valley polarization in WS$_2$ and WSe$_2$
Impact of indirect transitions on valley polarization in WS$_2$ and WSe$_2$ Open
Controlling the momentum of carriers in semiconductors, known as valley polarization, is a new resource for optoelectronics and information technologies. Materials exhibiting high polarization are needed for valley-based devices. Few-layer…
View article: A rapid novel visualized loop-mediated isothermal amplification method for Salmonella detection targeting at fimW gene
A rapid novel visualized loop-mediated isothermal amplification method for Salmonella detection targeting at fimW gene Open
View article: An Iterative Polishing Framework Based on Quality Aware Masked Language Model for Chinese Poetry Generation
An Iterative Polishing Framework Based on Quality Aware Masked Language Model for Chinese Poetry Generation Open
Owing to its unique literal and aesthetical characteristics, automatic generation of Chinese poetry is still challenging in Artificial Intelligence, which can hardly be straightforwardly realized by end-to-end methods. In this paper, we pr…