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检索条件"机构=Software and Knowledge Engineering Lab"
26 条 记 录,以下是1-10 订阅
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Rscharter: A Framework for Extracting Statechart Diagram Elements from the Requirements Specification
SSRN
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SSRN 2024年
作者: Bhatt, Janvi Dasgupta, Sourish Tiwari, Saurabh Sharma, Akhilesh Software Engineering Research Lab DA-IICT Gandhinagar India Knowledge Discovery & Management Lab DA-IICT Gandhinagar India SAC ISRO Government of India Ahmedabad India
Context: The automated translation of design models from the requirements written in natural language (NL) textual format is tedious. An NL is inherently ambiguous, whereas a formal language is ***: In this paper, we ... 详细信息
来源: 评论
MKGL: Mastery of a Three-Word Language  38
MKGL: Mastery of a Three-Word Language
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Guo, Lingbing Bo, Zhongpu Chen, Zhuo Zhang, Yichi Chen, Jiaoyan Lan, Yarong Sun, Mengshu Zhang, Zhiqiang Luo, Yangyifei Li, Qian Zhang, Qiang Zhang, Wen Chen, Huajun College of Computer Science and Technology Zhejiang University China ZJU-Ant Group Joint Lab of Knowledge Graph China Ant Group China Department of Computer Science The University of Manchester United Kingdom School of Computer Science and Engineering Beihang University China School of Computer Science Beijing University of Posts and Telecommunications China School of Software Technology Zhejiang University China
Large language models (LLMs) have significantly advanced performance across a spectrum of natural language processing (NLP) tasks. Yet, their application to knowledge graphs (KGs), which describe facts in the form of ...
来源: 评论
Learning Fair Representations through Uniformly Distributed Sensitive Attributes
Learning Fair Representations through Uniformly Distributed ...
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Secure and Trustworthy Machine Learning (SaTML), IEEE Conference on
作者: Patrik Joslin Kenfack Adín Ramírez Rivera Adil Mehmood Khan Manuel Mazzara Machine Learning and Knowledge Representation Lab Innopolis University Innopolis Russia Department of Informatics Digital Signal Processing and Image Analysis (DSB) group University of Oslo Oslo Norway School of Computer Science University of Hull Hull UK Institute of Software Development and Engineering Innopolis University Innopolis Russia
Machine Learning (ML) models trained on biased data can reproduce and even amplify these biases. Since such models are deployed to make decisions that can affect people's lives, ensuring their fairness is critical...
来源: 评论
SAMPLING LOVÁSZ LOCAL LEMMA FOR GENERAL CONSTRAINT SATISFACTION SOLUTIONS IN NEAR-LINEAR TIME
arXiv
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arXiv 2022年
作者: He, Kun Wang, Chunyang Yin, Yitong The Key Lab of Data Engineering and Knowledge Engineering MOE Renmin University of China No. 59 Zhongguancun Street Haidian District Beijing China State Key Laboratory for Novel Software Technology Nanjing University 163 Xianlin Avenue Jiangsu Province Nanjing China
We give a fast algorithm for sampling uniform solutions of general constraint satisfaction problems (CSPs) in a local lemma regime. Suppose that the CSP has n variables with domain size at most q, each constraint cont... 详细信息
来源: 评论
Mandari: Multi-Modal Temporal knowledge Graph-aware Sub-graph Embedding for Next-POI Recommendation
Mandari: Multi-Modal Temporal Knowledge Graph-aware Sub-grap...
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IEEE International Conference on Multimedia and Expo (ICME)
作者: Xiaoqian Liu Xiuyun Li Yuan Cao Fan Zhang Xiongnan Jin Jinpeng Chen School of Computer Science (National Pilot Software Engineering School) Beijing University of Posts and Telecommunications Beijing China Key Laboratory of Trustworthy Distributed Computing and Service (BUPT) Ministry of Education Beijing China The Technology Innovation Center of Cultural Tourism Big Data of Hebei Province Chengde China Hebei Normal University for Nationalities Chengde China Knowledge Discovery and Data Mining Research Center Zhejiang Lab Hangzhou China
Next-POI recommendation aims to explore from user check-in sequence to predict the next possible location to be visited. Existing methods are often difficult to model the implicit association of multi-modal data with ...
来源: 评论
Pre-training for ad-hoc retrieval: Hyperlink is also you need
arXiv
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arXiv 2021年
作者: Ma, Zhengyi Dou, Zhicheng Xu, Wei Zhang, Xinyu Jiang, Hao Cao, Zhao Wen, Ji-Rong Gaoling School of Artificial Intelligence Renmin University of China Beijing China Distributed and Parallel Software Lab Huawei Beijing Key Laboratory of Big Data Management and Analysis Methods Beijing China Key Laboratory of Data Engineering and Knowledge Engineering MOE Beijing China
Designing pre-training objectives that more closely resemble the downstream tasks for pre-trained language models can lead to better performance at the fine-tuning stage, especially in the ad-hoc retrieval area. Exist... 详细信息
来源: 评论
SHREC'19 track: Extended 2D scene sketch-based 3D scene retrieval  12
SHREC'19 track: Extended 2D scene sketch-based 3D scene retr...
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12th Eurographics Workshop on 3D Object Retrieval, 3DOR 2019, in conjunction with the 40th Annual Conference of the European Association for Computer Graphics, EG 2019
作者: Yuan, Juefei Abdul-Rashid, Hameed Li, Bo Lu, Yijuan Schreck, Tobias Bui, Ngoc-Minh Do, Trong-Le Nguyen, Khac-Tuan Nguyen, Thanh-An Nguyen, Vinh-Tiep Tran, Minh-Triet Wang, Tianyang School of Computing Sciences and Computer Engineering University of Southern Mississippi United States Department of Computer Science Texas State University United States Institute of Computer Graphics and Knowledge Visualization Graz University of Technology Austria Faculty of Information Technology Vietnam National University Ho Chi Minh City Viet Nam Software Engineering Lab Vietnam National University Ho Chi Minh City Viet Nam University of Information Technology Vietnam National University Ho Chi Minh City Viet Nam Department of Computer Science and Information Technology Austin Peay State University United States
Sketch-based 3D scene retrieval is to retrieve 3D scene models given a user's hand-drawn 2D scene sketch. It is a brand new but also very challenging research topic in the field of 3D object retrieval due to the s... 详细信息
来源: 评论
SHREC'19 track: Extended 2D scene image-based 3D scene retrieval  12
SHREC'19 track: Extended 2D scene image-based 3D scene retri...
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12th Eurographics Workshop on 3D Object Retrieval, 3DOR 2019, in conjunction with the 40th Annual Conference of the European Association for Computer Graphics, EG 2019
作者: Abdul-Rashid, Hameed Yuan, Juefei Li, Bo Lu, Yijuan Schreck, Tobias Bui, Ngoc-Minh Do, Trong-Le Holenderski, Mike Jarnikov, Dmitri Le, Khiem T. Menkovski, Vlado Nguyen, Khac-Tuan Nguyen, Thanh-An Nguyen, Vinh-Tiep Ninh, Tu V. Rey, Perez Tran, Minh-Triet Wang, Tianyang School of Computer Science and Computer Engineering University of Southern Mississippi United States Department of Computer Science Texas State University United States Institue of Computer Graphics and Knowledge Visualization Graz University of Technology Austria Faculty of Information Technology Vietnam National University Ho Chi Minh City Viet Nam Software Engineering Lab Vietnam National University Ho Chi Minh City Viet Nam Department of Mathematics and Computer Science Eindhoven University of Technology Netherlands University of Information Technology Vietnam National University Ho Chi Minh City Viet Nam Department of Computer Science and Information Technology Austin Peay State University United States
In the months following our SHREC 2018 - 2D Scene Image-Based 3D Scene Retrieval (SceneIBR2018) track, we have extended the number of the scene categories from the initial 10 classes in the SceneIBR2018 benchmark to 3... 详细信息
来源: 评论
Multimodal content representation and similarity ranking of movies
arXiv
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arXiv 2017年
作者: Bougiatiotis, Konstantinos Giannakopoulos, Theodoros Software and Knowledge Engineering Lab Institute of Informatics and Telecommunications National Center of Scientific Research Demokritos Greece Computational Intelligence Lab Institute of Informatics and Telecommunications National Center of Scientific Research Demokritos Greece
In this paper we examine the existence of correlation between movie similarity and low level features from respective movie content. In particular, we demonstrate the extraction of multi-modal representation models of... 详细信息
来源: 评论
An evaluation of different clustering methods and distance measures used for grouping metabolic pathways  8
An evaluation of different clustering methods and distance m...
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8th International Conference on Bioinformatics and Computational Biology, BICOB 2016
作者: Kim, Sarah M. Peña, Matthew I. Moll, Mark Giannakopoulos, George Bennett, George N. Kavraki, Lydia E. Department of Computer Science Rice University HoustonTX77005 United States Department of BioSciences Rice University HoustonTX77005 United States Software and Knowledge Engineering Lab. IIT NCSR Demokritos Aghia Paraskevi15310 Greece
Large-scale annotated metabolic databases, such as KEGG and MetaCyc, provide a wealth of information to researchers designing novel biosynthetic pathways. However, many metabolic pathfinding tools that assist in ident... 详细信息
来源: 评论