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Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for th…
- Edition
- 1
- ISBN/ISSN
- 9789811555732
- Collation
- XXIV, 334 hlm; ill., lamp.,
- Series Title
- -
- Call Number
- -
Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, I…
This open access book constitutes revised selected papers from the International Workshops held at the 4th International Conference on Process Mining, ICPM 2022, which took place in Bozen-Bolzano, Italy, during October 23–28, 2022. The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located workshops…
- Edition
- -
- ISBN/ISSN
- 9783031278150
- Collation
- XI, 592
- Series Title
- 468
- Call Number
- -
Process Mining Workshops: ICPM 2021 International Workshops, Eindhoven, The N…
This open access book constitutes revised selected papers from the International Workshops held at the Third International Conference on Process Mining, ICPM 2021, which took place in Eindhoven, The Netherlands, during October 31–November 4, 2021. The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-loca…
- Edition
- -
- ISBN/ISSN
- 9783030985813
- Collation
- XIV, 410
- Series Title
- -
- Call Number
- -
Process Mining Workshops
This open access book constitutes revised selected papers from the International Workshops held at the Third International Conference on Process Mining, ICPM 2021, which took place in Eindhoven, The Netherlands, during October 31–November 4, 2021. The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-l…
- Edition
- 1
- ISBN/ISSN
- -
- Collation
- -
- Series Title
- Lecture Notes in Business Information Processing
- Call Number
- XIV, 410
Entity Alignment
This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in different knowledge graphs. Entity alignment represents an essential step in enhancing the quality of knowledge graphs, and hence is of significance to downstream applications, e.g., question answering and recommender systems. Recent years have witnessed …
- Edition
- -
- ISBN/ISSN
- 978-981-99-4250-3
- Collation
- XI, 247
- Series Title
- -
- Call Number
- -
Representation Learning for Natural Language Processing
This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-train…
- Edition
- -
- ISBN/ISSN
- 978-981-99-1599-6
- Collation
- -
- Series Title
- -
- Call Number
- -
Research in Computational Molecular Biology
This book constitutes the refereed proceedings of the 19th Annual International Conference on Research in Computational Molecular Biology, RECOMB 2015, held in Warsaw, Poland, in April 2015. The 36 extended abstracts were carefully reviewed and selected from 170 submissions. They report on original research in all areas of computational molecular biology and bioinformatics.
- Edition
- -
- ISBN/ISSN
- 978-3-319-16706-0
- Collation
- -
- Series Title
- -
- Call Number
- -
Web-Age Information Management 16th International Conference, WAIM 2015, Qin…
This book constitutes the refereed proceedings of the 16th International Conference on Web-Age Information Management, WAIM 2015, held in Qingdao, China, in June 2015. The 33 full research papers, 31 short research papers, and 6 demonstrations were carefully reviewed and selected from 164 submissions. The focus of the conference is on following topics: advanced database and web applications, bi…
- Edition
- -
- ISBN/ISSN
- 978-3-319-21042-1
- Collation
- -
- Series Title
- -
- Call Number
- -
Web Technologies and Applications 17th Asia-Pacific Web Conference, APWeb 20…
This book constitutes the refereed proceedings of the 17th Asia-Pacific Conference APWeb 2015 held in Guangzhou, China, in September 2015. The 67 full papers and presented together with 3 industrial track papers and 7 demonstration track papers were carefully reviewed and selected from 146 submissions. The papers cover a wide spectrum of Web-related data management problems, and provide a th…
- Edition
- -
- ISBN/ISSN
- 978-3-319-25255-1
- Collation
- -
- Series Title
- -
- Call Number
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Web Reasoning and Rule Systems 9th International Conference, RR 2015, Berlin…
This book constitutes the refereed proceedings of the 9th International Conference on Web Reasoning and Rule Systems, RR 2015, held in Berlin, Germany, in August 2015. The 5 full papers, 4 technical communications presented together with 4 invited talks were carefully reviewed and selected from 16 submissions. The scale and the heterogenous nature of web data poses many challenges, and turns ba…
- Edition
- -
- ISBN/ISSN
- 978-3-319-22002-4
- Collation
- -
- Series Title
- -
- Call Number
- -
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