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| 1 | Masked Sentence Model Based on BERT for Move Recognition in Medical Scientific Abstracts显示文摘Purpose:Mo ve recognition in scientific abstracts is an NLP task of classifying sentences of the abstracts into different types of language units.To improve the performance of move recognition in scientific abstracts,a novel model of move recognition is proposed that outperforms the BERT-based method.Design/methodology/approach:Prevalent models based on BERT for sentence classification often classify sentences without considering the context of the sentences.In this paper,inspired by the BERT masked language model(MLM),we propose a novel model called the masked sentence model that integrates the content and contextual information of the sentences in move recognition.Experiments are conducted on the benchmark dataset PubMed 20K RCT in three steps.Then,we compare our model with HSLN-RNN,BERT-based and SciBERT using the same dataset.Findings:Compared with the BERT-based and SciBERT models,the F1 score of our model outperforms them by 4.96%and 4.34%,respectively,which shows the feasibility and effectiveness of the novel model and the result of our model comes closest to the state-of-theart results of HSLN-RNN at present.Research limitations:The sequential features of move labels are not considered,which might be one of the reasons why HSLN-RNN has better performance.Our model is restricted to dealing with biomedical English literature because we use a dataset from PubMed,which is a typical biomedical database,to fine-tune our model.Practical implications:The proposed model is better and simpler in identifying move structures in scientific abstracts and is worthy of text classification experiments for capturing contextual features of sentences.Originality/value:T he study proposes a masked sentence model based on BERT that considers the contextual features of the sentences in abstracts in a new way.The performance of this classification model is significantly improved by rebuilding the input layer without changing the structure of neural networks. | Gaihong Yu Zhixiong Zhang Huan Liu Liangping Ding | 2019 | Journal of Data and Information Science2019，4，4： | 14 |
| 2 | Reviews on Transformer Oil-based Nanofluids显示文摘目前纳米改性变压器油由于其高散热性和独特的电气性能,正受到越来越广泛的关注。以近年来纳米改性变压器油的相关研究成果为基础,分析了纳米改性变压器油在导热、击穿、老化、抗水分影响以及改性油-纸相互作用等方面的特点,并介绍了目前常用的3种用于解释绝缘油介质中纳米颗粒改性机理的理论模型,最后提出了纳米改性变压器油领域后续研究需要关注的问题,即纳米颗粒材料体系的选择、高稳定性改性变压器油的制备工艺以及纳米颗粒对变压器油的改性机理。 | Miao Jin Dong Ming Wu Xuezhou Shen Liangping Wang Hao | 2013 | 中国电机工程学报2013，33，9： | 11 |
| 3 | Heat Flow Pattern in the Mainland of China and Its Geodynamic Significance显示文摘On the basis of 723 heat flow measurements in the mainland of China and over 2000 data from the global heat flow data set, the authors compiled the heat flow map of the mainland of China and its adjacent areas to exhibit the overall variation of the heat flow pattern in the mainland. The heat flow pattern of the mainland is complex, and can not be simply summarized as 'low in the north and west and high in the south and east'. Significant difference exists between eastern and western China in the spatial pattern of heat flow. Divided by the 105°E meridian, heat flow values in eastern China show a westward-decreasing trend; and a northward variation is observed in western China. The high-heat flow regions correspond to tectonically active belts such as Cenozoic orogens and extensional basins, where mantle heat flow is high; and the low-heat flow regions correspond to stable units such as the Tarim and Yangtze platforms. This heat flow pattern is controlled by India-Asia collision in the west and | WANG Yang WANG Jiyang XIONG Liangping | 2000 | Acta Geologica Sinica(English Edition)2000，74，2： | 9 |
| 4 | 120 mm Single-crystalline perovskite and wafers: towards viable applications显示文摘As the large single-crystalline silicon wafers have revolutionized many industries including electronics and solar cells, it is envisioned that the availability of large single-crystalline perovskite crystals and wafers will revolutionize its broad applications in photovoltaics, optoelectronics, lasers, photodetectors, light emitting diodes(LEDs), etc. Here we report a method to grow large single-crystalline perovskites including single-halide crystals: CH3NH3PbX3(X=I, Br, Cl), and dual-halide ones:CH3NH3Pb(ClxBr1.x)3 and CH3NH3Pb(BrxI1.x)3, with the largest crystal being 120 mm in length. Meanwhile, we have advanced a process to slice the large perovskite crystals into thin wafers. It is found that the wafers exhibit remarkable features:(1)its trap-state density is a million times smaller than that in the microcrystalline perovskite thin films(MPTF);(2) its carrier mobility is 410 times higher than its most popular organic counterpart P3HT;(3) its optical absorption is expanded to as high as910 nm comparing to 797 nm for the MPTF;(4) while MPTF decomposes at 150 °C, the wafer is stable at high temperature up to270 °C;(5) when exposed to high humidity(75% RH), MPTF decomposes in 5 h while the wafer shows no change for overnight;(6) its photocurrent response is 250 times higher than its MPTF counterpart. A few electronic devices have been fabricated using the crystalline wafers. Among them, the Hall test gives low carrier concentration with high mobility. The trap-state density is measured much lower than common semiconductors. Moreover, the large SC-wafer is found particularly useful for mass production of integrated circuits. By adjusting the halide composition, both the optical absorption and the light emission can be fine-tuned across the entire visible spectrum from 400 nm to 800 nm. It is envisioned that a range of visible lasers and LEDs may be developed using the dual-halide perovskites. With fewer trap states, high mobility, broader absorption, and humidity resistance, it is expected that solar cells with high stable efficiency maybe attainable using the crystalline wafers. | Yucheng Liu Xiaodong Ren Jing Zhang Zhou Yang Dong Yang Fengyang Yu Jiankun Sun Changming Zhao Zhun Yao Bo Wang Qingbo Wei Fengwei Xiao Haibo Fan Hao Deng Liangping Deng Shengzhong (Frank) Liu | 2017 | Science China Chemistry2017，60，10： | 5 |
| 5 | Neck dissection for recurrent and persistent lymph nodes of nasopharyngeal carcinoma after radiotherapy: effect and choice显示文摘目的将在放射疗法以后与周期性、坚持的淋巴节点为鼻咽的癌的病人调查最好的外科的模式。有在放射疗法以后的周期性、坚持的淋巴节点的鼻咽的癌的 88 个病人的临床的数据回顾地被分析的方法。在层次之中的深奥淋巴节点和关系的层次被分析;幸存率和包括激进的颈解剖(RND ) 的外科的模式的周期性的率,修改的激进的颈解剖(MRND ) ,选择的颈解剖(SND ) ,和淋巴节点切除术(LNR ) 被分析;手术后的放射疗法的角色被评估。周期性、坚持的淋巴节点主要在水平 II 定位了的结果( 1 )(55.6%和58.6%,分别地),下次是水平 III 并且很少在水平 IV , V ,并且我,而是层次 IV 的数字, V ,并且我与忍受癌症的淋巴结是相对多于临床的测量的。(2 ) 通常,有涉及水平 III 和 IV 的淋巴节点的病人把另外的层次同时深奥;百分比分别地是 63.6% 和 88.9% 。然而,在水平 II 和 V 的淋巴节点主要被孤立。(3 )5 年的幸存率和整个组的周期性的率分别地是 42.77% 和 22.7% 。(4 ) RND, MRND, SND,和 LMR 组的 5 年的幸存率分别地是 39.75% , 60.00% , 37.87% ,和 44.10% ;差别是不足道的(木头等级 = 1.0, P = 0.8011 ) ;在广泛、本地的外科组之间的周期性的率是不足道的(X 2= 0.470, P = 0.493 ) 。(5 ) 有或没有手术后的放射疗法的病人的 5 年的幸存率分别地是 39.06% 和 45.26% ;差别是不足道的(木头等级 = 0.06, P = 0.8138 ) 。当周期性、坚持的淋巴结是超过一水平时,广泛的外科被推荐的结论包含了或很大或不可移动不那样, SND 应该被执行,手术后的放射疗法如果必要是重要赔偿。 | Liangping Xia Zongyuan Zeng Zhuming Guo Guifang Guo Bei Zhang Huijuan Qiu Feifei Zhou | 2009 | The Chinese-German Journal of Clinical Oncology2009，8，2： | 3 |
| 6 | Decreased activity of RCAN1.4 is a potential risk factor for congenital heart disease in a Han Chinese population显示文摘Dear Editor, Congenital heart disease (CHD)is a major birth defect worldwide.However,the aetiology of CHD remains unclear and the detailed molecular mechanisms underlying CHD pathogenesis have not been fully understood.The human regulator of calcineudn (RCAN1)gene is highly expressed in human hearts and brains (Fuentes et ai.,1995)and composed of seven exons that are alternatively spliced and/or transcribed by differential promoters to produce different isoforms (Fig.1A)(Yang et al.,2000). | Liangping Cheng Peiqiang Li He Wang Xueyan Yang Huiming Zhou Wufan Tao Jie Tian Hongyan Wang | 2018 | Protein & Cell2018，9，12： | 3 |
| 7 | Automatic Keyphrase Extraction from Scientific Chinese Medical Abstracts Based on Character-Level Sequence Labeling显示文摘Purpose:Automatic keyphrase extraction(AKE)is an important task for grasping the main points of the text.In this paper,we aim to combine the benefits of sequence labeling formulation and pretrained language model to propose an automatic keyphrase extraction model for Chinese scientific research.Design/methodology/approach:We regard AKE from Chinese text as a character-level sequence labeling task to avoid segmentation errors of Chinese tokenizer and initialize our model with pretrained language model BERT,which was released by Google in 2018.We collect data from Chinese Science Citation Database and construct a large-scale dataset from medical domain,which contains 100,000 abstracts as training set,6,000 abstracts as development set and 3,094 abstracts as test set.We use unsupervised keyphrase extraction methods including term frequency(TF),TF-IDF,TextRank and supervised machine learning methods including Conditional Random Field(CRF),Bidirectional Long Short Term Memory Network(BiLSTM),and BiLSTM-CRF as baselines.Experiments are designed to compare word-level and character-level sequence labeling approaches on supervised machine learning models and BERT-based models.Findings:Compared with character-level BiLSTM-CRF,the best baseline model with F1 score of 50.16%,our character-level sequence labeling model based on BERT obtains F1 score of 59.80%,getting 9.64%absolute improvement.Research limitations:We just consider automatic keyphrase extraction task rather than keyphrase generation task,so only keyphrases that are occurred in the given text can be extracted.In addition,our proposed dataset is not suitable for dealing with nested keyphrases.Practical implications:We make our character-level IOB format dataset of Chinese Automatic Keyphrase Extraction from scientific Chinese medical abstracts(CAKE)publicly available for the benefits of research community,which is available at:http://gffzz188fe103f8f1460asc5w99q90nbfo6pkw.ffgz.tsg.suse.edu.cn/possible1402/Dataset-For-Chinese-Medical-Keyphrase-Extraction.Originality/value:By designing comparative experiments,our study demonstrates that character-level formulation is more suitable for Chinese automatic keyphrase extraction task under the general trend of pretrained language models.And our proposed dataset provides a unified method for model evaluation and can promote the development of Chinese automatic keyphrase extraction to some extent. | Liangping Ding Zhixiong Zhang Huan Liu Jie Li GaihongYu | 2021 | Journal of Data and Information Science2021，6，3： | 3 |
| 8 | An Efficient Crash Recovery Technique for Real-Time Main Memory Database显示文摘This paper presents an efficient recovery scheme suitable for real-time main memory database. In the recovery scheme, log records are stored in non-volatile RAM which is divided into four different partitions based on transaction types. Similarly, a main memory database is divided into four partitions based data types. When the using ratio of log store area exceeds the threshold value, checkpoint procedure is triggered. During executing checkpoint procedure, some useless log records are deleted. During restart recovery after a crash, partition reloading policy is adopted to assure that critical data are reloaded and restored in advance, so that the database system can be brought up before the entire database is reloaded into main memory. Therefore down time is obvionsly reduced. Simulation experiments show our recovery scheme obviously improves the system performance,and does a favor to meet the deadlines of real-time transactions. | XIAOYing-yuan LIUYun-sheng LIAOGuo-qiong LIANGPing | 2005 | Wuhan University Journal of Natural Sciences2005，10，1： | 3 |
| 9 | Single‑Layer ZnO Hollow Hemispheres Enable High‑Performance Self‑Powered Perovskite Photodetector for Optical Communication显示文摘The carrier transport layer with reflection reduction morphology has attracted extensive attention for improving the utilization of light.Herein,we introduced single-layer hollow ZnO hemisphere arrays(ZHAs)behaving light trapping effect as the electron transport layer in perovskite photodetectors(PDs).The singlelayer hollow ZHAs can not only reduce the reflection,but also widen the angle of the effective incident light and especially transfer the distribution of the optical field from the ZnO/FTO interface to the perovskite active layer confirmed by the 3D finitedifference time-domain simulation.These merits benefit for the generation,transport and separation of carriers,improving the light utilization efficiency.Finally,our optimized FTO/ZHA/CsPbBr3/carbon structure PDs showed high self-powered performance with a linear dynamic range of 120.3 dB,a detectivity of 4.2×10^(12) Jones,rise/fall time of 13/28μs and the f_(−3) dB of up to 28 kHz.Benefiting from the high device performance,the PD was demonstrated to the application in the directional transmission of encrypted files as the signal receiving port with super high accuracy.This work uniquely utilizes the features of high-performance self-powered perovskite PDs in optical communication,paving the path to wide applications of all-inorganic perovskite PDs. | Xiyan Pan Jianqiang Zhang Hai Zhou Ronghuan Liu Dingjun Wu Rui Wang Liangping Shen Li Tao Jun Zhang Hao Wang | 2021 | Nano-Micro Letters2021，13，4： | 3 |
| 10 | Initial neutrophil lymphocyte ratio is superior to platelet lymphocyte ratio as an adverse prognostic and predictive factor in metastatic colorectal cancer显示文摘 | Wenzhuo He Chenxi Yin Guifang Guo Chang Jiang Fang Wang Huijuan Qiu Xuxian Chen Ruming Rong Bei Zhang Liangping Xia | 2013 | Medical Oncology2013，，1： | 2 |
| 11 | Surface enhanced Raman scattering substrate with metallic nanogap array fabricated by etching the assembled polystyrene spheres array 显示文摘 | XIA Liangping YANG Zheng YIN Shaoyun | 2013 | Optics Express(S1094-4087)2013，21，11： | 1 |
| 12 | Differential displayand cloning of messenger RNAs from breast cancer versus mammary epithelial cells显示文摘 | liangP AverbouthL Keyomarsi K | 1992 | Cancer Res1992，52，： | 1 |
| 13 | Statistical Analysis of TCP' s Retransmission Timeout Algorithm 显示文摘 | MA LIANGPING BARNER K E ARCE G R | 2006 | IEEE/ACM Transacfions on Networking2006，14，2： | 1 |
| 14 | Percutaneous sonographi tally guided microwave coagulation therapy for hepatocel lular carcinoma: results in 234 patients显示文摘 | Dong B LiangP YuX | 2003 | Am J Roentgeno2003，180，6： | 1 |
| 15 | MWA combined with TACE as a combined therapy for unresectable largesized hepotocellular carcinoma显示文摘 | LiuC LiangP LiuF etal | 2011 | Int J Hyperthermia2011，27，7： | 1 |
| 16 | 显示文摘 | LIANGP ZHANG H Y YUZ L | 2008 | J OrgChem2008，73，6： | 1 |
| 17 | CMYA5: a new potential substrate of Kcna3 in human heart显示文摘 | Liangping Zhang Huimin Fan Rong Lu Yuanfeng Xin Xuechu Zhen Zhongmin Liu | 2013 | Acta Biochimica et Biophysica Sinica2013，45，3： | 1 |
| 18 | Reduced Ti-MOFs encapsulated black phosphorus with high stability and enhanced photocatalytic activity显示文摘The generation of green hydrogen(H_2) energy is of great significance to solve worldwide energy and environmental issues. Reduced Ti based photocatalyst has recently attracted intensive attention due to its excellent photocatalytic activity, while the synthesis of reduced Ti based photocatalysts with high stability is still a great challenge. Here, we report a facile method for synthesis of reduced Ti metal organic frameworks(small amounts of Pt incorporated) encapsulated BP(BP/R-Ti-MOFs/Pt) hybrid nanomaterial with enhanced photocatalytic activity. The strong interaction between Ti and P reduces the valence state of the binding Ti^(4+)on the BP surface, forming abundant reduced Ti^(4+)within R-Ti-MOFs/BP. Such reduced Ti^(4+)render R-Ti-MOFs/BP efficient charge transfer and excellent light absorption capability, thus promote the photocatalytic H_2 production efficiency. Furthermore, the Ti-P interaction stabilizes both reduced Ti^(4+)and BP during the photocatalytic reaction, which greatly enhanced the stability of the obtained BP/R-TiMOFs/Pt photocatalyst. | Xiao Liu Peijie Fan Liangping Xiao Jian Weng Qingchi Xu Jun Xu | 2021 | Journal of Energy Chemistry2021，30，2： | 1 |
| 19 | 病例对照Meta分析显示男性乳腺癌与女性乳腺癌预后相同(英文)显示文摘Objective: Male breast cancer (MBC) is a rare disease, and studies to compare the prognosis between the MBC and female breast cancer (FBC) available now were case-control studies and population-based studies, however, with controversial outcomes. To further investigate whether sex affects the prognosis of breast cancer, we performed a meta-analysis based on all the peered papers. Methods: The PubMed database was screened. Subsequently, the hazard ratios (HRs) for overall survival (OS) and disease special survival (DSS), were pooled using the Review Manager 5.0 package. Results: This study comprised of 254 MBC and 733 FBC patients enrolled in six case-control studies. There was no statistically significant heterogeneity among the trials for either outcome variable. The pooled HR showed that there was no significant difference in 5-year or 10-year DSS (HR: 1.25, 95% CI: 0.76-2.08; HR: 1.04, 95% CI: 0.68-1.59) and 5-year or 10-year OS (HR: 0.76, 95% CI: 0.51-1.14; HR: 0.74, 95% CI: 0.54-1.02) between MBCs and FBCs. Conclusion: MBC and FBC with similar prognosis are found in this meta-analysis based on only case-control studies which matched main potential prognostic factors such as age, clinical stage, and time at diagnosis. | Feifei Zhou Rong Huang Jun Jiang Fang Wang Wenzhuo He Guifang Guo Liangping Xia | 2011 | The Chinese-German Journal of Clinical Oncology2011，10，6： | 1 |
| 20 | Heat flow and thermal history of the South China Sea显示文摘 | He Lijuan Xiong Liangping Wang Jiyang | 2001 | Physics of the Earth and Planetary Interiors2001，126，： | 1 |
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