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We provide API interfaces based on HTTP POST method. Support for multiple abstract documents (recommended to upload in batches, with each batch containing no more than 50 records). Multiple abstract documents can be uploaded as a list type, and the annotated results for multiple abstracts will be returned in JSON format, placed within a list.
Move Recognition for English Scientific Abstract
| Format | Example | |
| Request URL | /move_recognition_en | http://sciengine.las.ac.cn/move_recognition_en |
| Request Parameters(JSON) |
“data”: Input abstract list “token”: Token |
{ "data":[ "The aim of this paper is to study...", "The aim of this paper is to study...", ],"token":99999 } |
| Successful Returned Data (JSON) | "results": Results list | { "results":[ { "Background":[…], "Objective": […], "Methods": […], "Results": […], "Conclusions": […] }, { "Background":[…], "Objective": […], "Methods": […], "Results": […], "Conclusions": […] } ] } |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Move Recognition for Chinese Scientific Abstract
| Format | Example | |
| Request URL | /move_recognition_cn | http://sciengine.las.ac.cn/move_recognition_cn |
| Request Parameters(JSON) |
“data”: Input abstract list “token”: Token |
{ "data":[ "探讨新型冠状病毒肺炎(COVID-19)患者...", "探讨新型冠状病毒肺炎(COVID-19)患者...", ],"token":99999 } |
| Successful Returned Data(JSON) | "results": [Results List] | { "results":[ {'目的':['探讨新型冠状病毒肺炎(COVID-19)患者']}, {'目的':['探讨新型冠状病毒肺炎(COVID-19)患者']} ] } |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Move Recognition for Chinese fund project
| Format | Example | |
| Request URL | /move_recognition_funds | http://sciengine.las.ac.cn/move_recognition_funds |
| Request Parameters(JSON) |
“data”: Input abstract list “token”: Token |
{ "data":[ "国际上制定了多个指南评价工具，但多以循证证据为评价要点，忽视临床应用效果...", "国际上制定了多个指南评价工具，但多以循证证据为评价要点，忽视临床应用效果...", ],"token":99999 } |
| Successful Returned Data (JSON) | "results": [Results List] | { "results":[ {'国际上制定了多个指南评价工具，但多以循证证据为评价要点，忽视临床应用效果': '背景及问题'}, {'国际上制定了多个指南评价工具，但多以循证证据为评价要点，忽视临床应用效果': '背景及问题'} ] } |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Scientific Named Entity Recognition for Chinese Scientific Abstract
| Format | Example | |
| Request URL | /paper_classification_cn | http://sciengine.las.ac.cn/paper_classification_cn |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "基于随机森林的直升机飞行状态识别方法。针对直升机飞行状态识别训练样本数据少而导致识别率不高的问题....", "改进AFSA算法优化SVM的变压器故障诊断。提出一种基于改进人工鱼群算法优化支持向量机(SVM)的变压器故障诊断方法 ..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract ID: NER results | {'0': {'仪器设备': ['随机森林分类器'], '度量指标': ['识别率', '特征参数', '飞行状态', '识别速度'], '数据资料': ['飞行数据', '直升机实飞数据'], '方法模型': ['去野点', '限幅', '平滑处理', 'RBF神经网络法', 'SVM法'], '研究问题': ['直升机飞行状态识别方法', '全起落飞行状态', '直升机寿命预测']}, '1': {'仪器设备': ['SVM分类器'], '度量指标': ['寻优效率', '求解精度', '核函数参数', '惩罚系数', '分类精度', '诊断正确率'], '方法模型': ['AFSA算法', '人工鱼群算法', '决策导向无环图(DDAG)方法', 'SVM多分类决策模型', '仿真实验', '网格搜索法', 'Grid-SVM', 'GA-SVM', 'PSO-SVM'], '研究问题': ['变压器故障诊断方法'], '软件系统': ['SVM']}, '2': {'度量指标': ['负熵', '源信号数目', '语音时域波形', '信噪比'], '方法模型': ['FastICA语音信号分离算法', 'FastICA(Fast Independent Component Algorithm)语音信号盲分离算法', '仿真实验'], '研究问题': ['源信号数目估计', '语音信号分离及复原', '信号盲分离', '信号分选']}} |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Scientific Named Entity Recognition for English Scientific Abstract
| Format | Example | |
| Request URL | /api_ner_sci_cn | http://sciengine.las.ac.cn/api_ner_sci_en |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "Characteristics of patients with coronavirus disease (COVID-19) confirmed using an IgM-IgG antibody test. Coronavirus disease (COVID-19)...", "Low scale Dirac leptogenesis and dark matter with observable ΔNeff. We propose a gauged B−L extension of the standard model (SM) where light neutrinos are of Dirac ..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract ID: NER results | {'0': {'仪器设备': [], '地点': [], '度量指标': ['positivity rate', 'sensitivity', 'virus exposure', 'inflammatory response'], '数据资料': [], '方法模型': ['IgM-IgG antibody test', 'Nucleic acid testing', 'IgM-IgG combined assay', 'nucleic acid tests', 'IgM-IgG testing'], '理论原理': [], '研究问题': ['coronavirus disease(covid-19)', 'betacoronavirus', 'severe acute respiratory syndrome coronavirus 2(sars-cov-2)', 'viral infections', 'COVID-19 diagnoses', 'SARS-CoV-2 infection'], '科学家': [], '软件系统': []}, '1': {'仪器设备': [], '地点': [], '度量指标': ['B−L violation', 'B−L charge', 'B−L gauge interactions', 'gauge sector couplings', 'B−L gauge sector parameter space', 'dark matter requirements', 'thermalised relativistic degrees of freedom', 'collider bounds'], '数据资料': [], '方法模型': ['gauged B−L extension', 'standard model(sm)', 'tiny Yukawa couplings', 'scalar doublet'], '理论原理': [], '研究问题': ['Low scale Dirac leptogenesis', 'dark matter', 'observable ΔNeff', 'light neutrinos', 'Dirac type', 'Majorana fermions', 'fermion coupling', 'SM leptons', 'equilibrium decay', 'lepton asymmetry', 'decaying fermion', 'washout processes', 'SM singlet particle', 'light Dirac neutrinos'], '科学家': [], '软件系统': []}} |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Named Entity Recognition in Chinese Biomedical Domain
| Format | Example | |
| Request URL | /api_ner_med_cn | http://sciengine.las.ac.cn/api_ner_med_cn |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "盆腔操联合心理干预对盆腔炎性不孕症患者负性情绪的影响。目的改善盆腔炎性不孕症患者焦虑、抑郁的负性情绪.方法将168例盆腔炎性不孕症患者随机分为心理干预组55例、盆腔操组56例....", "参芪地黄汤联合ACEI/ARB类药物治疗糖尿病肾病的Meta分析。目的：系统评价参芪地黄汤联合ACEI/ARB类药物治疗糖尿病肾病（DKD） ..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract ID: NER results | {'0': {'results': [['盆腔炎性不孕症', '疾病或症状'], ['盆腔操练习', '手术'], ['盆腔操练', '手术'], ['盆腔操', '手术'], ['焦虑自评量表', '医学仪器'], ['焦虑', '疾病或症状'], ['抑郁评分', '检查科目'], ['抑郁自评量表', '医学仪器'], ['抑郁', '疾病或症状'], ['心理干预', '手术']]}, '1': {'results': [['血肌酐', '检查科目'], ['糖尿病肾病', '疾病或症状'], ['空腹血糖', '检查科目'], ['方法学质量评价', '方法'], ['尿素氮', '检查科目'], ['尿微量白蛋白', '检查科目'], ['尿N-乙酰-β-D氨基葡萄糖苷酶', '检查科目'], ['参芪地黄汤', '药物'], ['Meta分析', '方法'], ['ACEI/ARB类药物', '药物']]}, '2': {'results': [['胰腺癌扩大根治术', '手术'], ['胰腺癌扩大切除术', '手术'], ['胰腺癌', '疾病或症状']]}} |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Named Entity Recognition in Physics Domain
| Format | Example | |
| Request URL | /ner_physics_en | http://sciengine.las.ac.cn/ner_physics_en |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "We propose the use of germanium-on-silicon technology for indirect time-of-flight based three-dimensional sensing , and demonstrate a novel lock-in pixel featuring high quantum efficiency and large frequency bandwidth ...", "We propose the use of germanium-on-silicon technology for indirect time-of-flight based three-dimensional sensing , and demonstrate a novel lock-in pixel featuring high quantum efficiency and large frequency bandwidth ..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract ID: NER results | { 0:{ "quantum efficiency":"现象和现象规律-原子、分子和凝聚态物理", "time-of-flight":"计量、仪器和数据分析-测量方法" }, 1:{ "quantum efficiency":"现象和现象规律-原子、分子和凝聚态物理", "time-of-flight":"计量、仪器和数据分析-测量方法" } } |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Keyphrase Extraction for Chinese Scientific Abstract
| Format | Example | |
| Request URL | /keywords_extraction_cn | http://sciengine.las.ac.cn/keywords_extraction_cn |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "新辅助治疗背景下胰腺癌扩大切除术的应用价值。胰腺癌恶性程度高,预后较差,治疗效果仍不理想...", "新辅助治疗背景下胰腺癌扩大切除术的应用价值。胰腺癌恶性程度高,预后较差,治疗效果仍不理想..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract: [Keyphrases list] | { 0:[ "胰腺癌", "新辅助治疗", "扩大切除术" ], 1:[ "胰腺癌", "新辅助治疗", "扩大切除术" ] } |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Keyphrase Extraction for English Scientific Abstract
| Format | Example | |
| Request URL | /keywords_extraction_en | http://sciengine.las.ac.cn/keywords_extraction_en |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "Research on the Design of Measurement and Control of Residual Chlorine Based on Non-Membrane Sensor...", "Oscillatory criteria for certain second-order nonlinear dynamic equations on time scales..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract: [Keyphrases list] | {0: ['Non-Membrane Sensor', 'flow-through cell', 'structure design', 'three electrode', 'potentiostatic circuit', 'control precision', 'flow cell', 'stability and control', 'DPD method', 'operation rules', 'constant flow rate', 'counter electrode', 'related technology', 'potential stability', 'calibration method'], 1: ['Riccati substitutions', 'scales theory', 'oscillation criteria', 'variable delay', 'functional dynamic equations']} |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Title Generation for Chinese Scientific Abstract
| Format | Example | |
| Request URL | /title_generation_cn | http://sciengine.las.ac.cn/title_generation_cn |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token "length": length of title |
{ "data":[ "智能制造是制造技术与信息技术的结合,并朝着自动化、集成化、信息化、绿色化的趋势发展...", "智能制造是制造技术与信息技术的结合,并朝着自动化、集成化、信息化、绿色化的趋势发展..." ],"token":99999,"length":9 } |
| Successful Returned Data (JSON) | Abstract ID: Title of abstract | { 0:"智能制造的发展趋势" 1:"智能制造的发展趋势" } |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Chinese Library Classification Number Recognition for English scientific abstract
| Format | Example | |
| Request URL | /paper_classification_en | http://sciengine.las.ac.cn/paper_classification_en |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "Polyester (PET) was pre-activated by atmospheric air plasma and coated by various inorganic oxide nanoparticles (MOx)...", "here has been a framework sketched for learning deep bidirectional intelligence.The framework has an inbound that features two actions..." ],"token":99999 } |
| Successful Returned Data (JSON) |
KEY: Abstract ID VALUE: CLC number list |
{0: ['O631 高分子物理和高分子物理化学', 'TB332 非金属复合材料', 'TB34 功能材料'], 1: ['TP181 自动推理、机器学习', 'TP391 信息处理']} |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Chinese Library Classification Number Recognition for Chinese scientific abstract
| Format | Example | |
| Request URL | /paper_classification_cn | http://sciengine.las.ac.cn/paper_classification_cn |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "在农业保险中,苹果园受灾理赔需要通过快速准确的落果计数进行定损...", "在农业保险中,苹果园受灾理赔需要通过快速准确的落果计数进行定损..." ],"token":99999 } |
| Successful Returned Data(JSON) |
KEY: Abstract ID VALUE: CLC number list |
{ 0:[ "S661.1 苹果", "S436.6 果树病虫害" ], 1:[ "S661.1 苹果", "S436.6 果树病虫害" ] } |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
| Format | Example | |
| Request URL | /definition_recognition_en | http://sciengine.las.ac.cn/definition_recognition_en |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "The present investigation was a cross-sectional study based on secondary analyses of data from the weighted fifth Korea National....", "COPD includes patients with chronic bronchitis and emphysema. Although identified as separate entities, most patients with COPD have..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract ID: Definition sentences list | {'0': {'Definition': [{'definition_sentence': 'The KNHANES is a nationally representative, reliable, large-scale, cross-sectional survey targeting non-institutionalized Koreans.', 'definition_word': ['the knhanes']}]}, '1': {'Definition': [{'definition_sentence': 'The CES-D scale is a short self-report scale designed to measure depressive symptomatology in the general population.', 'definition_word': ['the ces-d scale']}]}, '2': {'Definition': [{'definition_sentence': 'Ultibro Breezhaler is an inhaled, once-daily, fixed-dose combination of the LAMA, glycopyrronium bromide and the LABA, indacaterol maleate and was developed under the name QVA149.', 'definition_word': ['ultibro breezhaler']}]}} |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
| Format | Example | |
| Request URL | /question_recognition_en | http://sciengine.las.ac.cn/question_recognition_en |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "The present investigation was a cross-sectional study based on secondary analyses of data from the weighted fifth Korea National....", "COPD includes patients with chronic bronchitis and emphysema. Although identified as separate entities, most patients with COPD have..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract ID: Research question list | {'0': {'Question': [{'question_sentence': 'We aimed to clarify the brain region involved in motor function improvement following chronic stroke.', 'question_phrase': ['clarify the brain region involved in motor function improvement following chronic stroke']}]}, '1': {'Question': [{'question_sentence': 'We aimed to evaluate the safety outcome profile of CEA and CAS in Chinese patients with carotid artery stenosis.', 'question_phrase': ['the safety outcome profile of cea and cas in chinese patients with carotid artery stenosis']}]}, '2': {'Question': [{'question_sentence': 'This observational study attempts to explore whether single-nucleotide polymorphisms (SNPs) in DC-SIGN are related to the severity of EV71-associated HFMD.', 'question_phrase': ['whether single - nucleotide polymorphisms ( snps ) in dc - sign are related to the severity of ev71 - associated hfmd']}]}} |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
| Format | Example | |
| Request URL | /citation_recognition_en | http://sciengine.las.ac.cn/citation_recognition_en |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "The present investigation was a cross-sectional study based on secondary analyses of data from the weighted fifth Korea National....", "COPD includes patients with chronic bronchitis and emphysema. Although identified as separate entities, most patients with COPD have..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract ID: Citation sentiment list | {"0": {'Key Citation': ['The identification of the responsible first gene on chromosome 17, and its product plakoglobin as the responsible protein for Naxos disease proved to be a milestone in the study of ARVD, which opened a new field of research [28, 31].'], 'Minor Citation': [], 'Limited Citation': [], 'Normal Citation': ['Arrhythmogenic right ventricular dysplasia (ARVD) was first recognized in 1977 during antiarrhythmic surgery in Pitié Salpêtrière Hospital, Paris, France [1].', ...']}, "2": {...}}} |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Journal Recommendation for Chinese Scientific Abstract
| Format | Example | |
| Request URL | /reviewer_recommendation_cn | http://sciengine.las.ac.cn/reviewer_recommendation_cn |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "络病理论是中医疾病学的重要内容。姚乃礼教授基于多年临床实践,认为肝纤维化、肝硬化、慢性萎缩性胃炎、慢性溃疡性结肠炎的发病过程均有“毒损络脉”的传变规律...", "络病理论是中医疾病学的重要内容。姚乃礼教授基于多年临床实践,认为肝纤维化、肝硬化、慢性萎缩性胃炎、慢性溃疡性结肠炎的发病过程均有“毒损络脉”的传变规律..." ],"token":99999 } |
| Successful Returned Data (JSON) | Abstract ID: [Journal list] | { 0:[ "王阶(中国中医科学院广安门医院)", "仝小林(中国中医科学院广安门医院)", "王永炎(中国中医科学院中医临床基础医学研究所)", "于峥(中国中医科学院中医基础理论研究所)", "谢雁鸣(中国中医科学院中医临床基础医学研究所)" ], 1:[ "王阶(中国中医科学院广安门医院)", "仝小林(中国中医科学院广安门医院)", "王永炎(中国中医科学院中医临床基础医学研究所)", "于峥(中国中医科学院中医基础理论研究所)", "谢雁鸣(中国中医科学院中医临床基础医学研究所)" ] } |
| Error Message(JSON) | "info":Error message | { "info": "Server not available!" } { "info": "Token incorrect!" } |
Reviewer Recommendation for Chinese Scientific Abstract
| Format | Example | |
| Request URL | /journal_recommendation_cn | http://sciengine.las.ac.cn/journal_recommendation_cn |
| Request Parameters(JSON) |
"data": Input abstract list "token": Token |
{ "data":[ "络病理论是中医疾病学的重要内容。姚乃礼教授基于多年临床实践,认为肝纤维化、肝硬化、慢性萎缩性胃炎、慢性溃疡性结肠炎的发病过程均有“毒损络脉”的传变规律...", "络病理论是中医疾病学的重要内容。姚乃礼教授基于多年临床实践,认为肝纤维化、肝硬化、慢性萎缩性胃炎、慢性溃疡性结肠炎的发病过程均有“毒损络脉”的传变规律...","token":99999 ] } |
| Successful Returned Data (JSON) | Abstract ID: [Reviewer list] | { 0:[ "刊名:中华中医药杂志 ISSN:1673-1727", "刊名:时珍国医国药 ISSN:1008-0805", "刊名:中国中医基础医学杂志 ISSN:1006-3250", "刊名:北京中医药大学学报 ISSN:1006-2157", "刊名:南京中医药大学学报 ISSN:1672-0482" ], 1:[ "刊名:中华中医药杂志 ISSN:1673-1727", "刊名:时珍国医国药 ISSN:1008-0805", "刊名:中国中医基础医学杂志 ISSN:1006-3250", "刊名:北京中医药大学学报 ISSN:1006-2157", "刊名:南京中医药大学学报 ISSN:1672-0482" ] } |
| ERROR info(JSON) | "info":ERROR | { "info": "Server not available!" } { "info": "Token incorrect!" } |