 |
 |
|
DataSys 2023 Congress
June 26, 2023 to June 30, 2023 - Nice, Saint-Laurent-du-Var, France
- AICT 2023, The Nineteenth Advanced International Conference on Telecommunications
- ICIW 2023, The Eighteenth International Conference on Internet and Web Applications and Services
- ICIMP 2023, The Eighteenth International Conference on Internet Monitoring and Protection
- SMART 2023, The Twelfth International Conference on Smart Cities, Systems, Devices and Technologies
- IMMM 2023, The Thirteenth International Conference on Advances in Information Mining and Management
- INFOCOMP 2023, The Thirteenth International Conference on Advanced Communications and Computation
- MOBILITY 2023, The Thirteenth International Conference on Mobile Services, Resources, and Users
- SPWID 2023, The Ninth International Conference on Smart Portable, Wearable, Implantable and Disability-oriented Devices and Systems
- ACCSE 2023, The Eighth International Conference on Advances in Computation, Communications and Services
ComputationWorld 2023 Congress
June 26, 2023 to June 30, 2023 - Nice, Saint-Laurent-du-Var, France
- SERVICE COMPUTATION 2023, The Fifteenth International Conference on Advanced Service Computing
- CLOUD COMPUTING 2023, The Fourteenth International Conference on Cloud Computing, GRIDs, and Virtualization
- FUTURE COMPUTING 2023, The Fifteenth International Conference on Future Computational Technologies and Applications
- COGNITIVE 2023, The Fifteenth International Conference on Advanced Cognitive Technologies and Applications
- ADAPTIVE 2023, The Fifteenth International Conference on Adaptive and Self-Adaptive Systems and Applications
- CONTENT 2023, The Fifteenth International Conference on Creative Content Technologies
- PATTERNS 2023, The Fifteenth International Conference on Pervasive Patterns and Applications
- COMPUTATION TOOLS 2023, The Fourteenth International Conference on Computational Logics, Algebras, Programming, Tools, and Benchmarking
- BUSTECH 2023, The Thirteenth International Conference on Business Intelligence and Technology
NetWare 2023 Congress
September 25, 2023 to September 29, 2023 - Porto, Portugal
- SENSORCOMM 2023, The Seventeenth International Conference on Sensor Technologies and Applications
- SENSORDEVICES 2023, The Fourteenth International Conference on Sensor Device Technologies and Applications
- SECURWARE 2023, The Seventeenth International Conference on Emerging Security Information, Systems and Technologies
- AFIN 2023, The Fifteenth International Conference on Advances in Future Internet
- CENICS 2023, The Sixteenth International Conference on Advances in Circuits, Electronics and Micro-electronics
- ICQNM 2023, The Seventeenth International Conference on Quantum, Nano/Bio, and Micro Technologies
- FASSI 2023, The Ninth International Conference on Fundamentals and Advances in Software Systems Integration
- GREEN 2023, The Eighth International Conference on Green Communications, Computing and Technologies
NexTech 2023 Congress
September 25, 2023 to September 29, 2023 - Porto, Portugal
- UBICOMM 2023, The Seventeenth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies
- ADVCOMP 2023, The Seventeenth International Conference on Advanced Engineering Computing and Applications in Sciences
- SEMAPRO 2023, The Seventeenth International Conference on Advances in Semantic Processing
- AMBIENT 2023, The Thirteenth International Conference on Ambient Computing, Applications, Services and Technologies
- EMERGING 2023, The Fifteenth International Conference on Emerging Networks and Systems Intelligence
- DATA ANALYTICS 2023, The Twelfth International Conference on Data Analytics
- GLOBAL HEALTH 2023, The Twelfth International Conference on Global Health Challenges
- CYBER 2023, The Eighth International Conference on Cyber-Technologies and Cyber-Systems
TrendNews 2023 Congress
September 25, 2023 to September 29, 2023 - Porto, Portugal
- CORETA 2023, Advances on Core Technologies and Applications
- DIGITAL 2023, Advances on Societal Digital Transformation
SocSys 2023 Congress
November 13, 2023 to November 17, 2023 - Valencia, Spain
SoftNet 2023 Congress
November 13, 2023 to November 17, 2023 - Valencia, Spain
- ICSEA 2023, The Eighteenth International Conference on Software Engineering Advances
- ICSNC 2023, The Eighteenth International Conference on Systems and Networks Communications
- CENTRIC 2023, The Sixteenth International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services
- VALID 2023, The Fifteenth International Conference on Advances in System Testing and Validation Lifecycle
- SIMUL 2023, The Fifteenth International Conference on Advances in System Simulation
- SOTICS 2023, The Thirteenth International Conference on Social Media Technologies, Communication, and Informatics
- INNOV 2023, The Twelfth International Conference on Communications, Computation, Networks and Technologies
- HEALTHINFO 2023, The Eighth International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing
IARIA Congress 2023, The 2023 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications
November 13, 2023 to November 17, 2023 - Valencia, Spain
|
|
|
|
|
|
ThinkMind // SEMAPRO 2016, The Tenth International Conference on Advances in Semantic Processing // View article semapro_2016_4_20_30023
Word Sense Disambiguation Using Active Learning with Pseudo Examples
 Authors:
Minoru Sasaki
Katsumune Terauchi
Kanako Komiya
Hiroyuki Shinnou Keywords: word sense disambiguation; active learning; uncertainty sampling; pseudo examples; reliable confidence score. Abstract:
In recent years, there have been attempts to apply active learning for Word sense disambiguation (WSD). This active learning technique selects the most informative unlabeled examples that were most difficult to disambiguate. The most commonly addressed problem has been the extraction of relevant information, where the system constructs a better classification model to identify the appropriate sense of the target word. Previous research reported that it is effective to create negative examples artificially (i.e., pseudo negative examples). However, this method works only for words that appear in a small number of topics (e.g., technical terms) because the evaluation set is strongly biased. For common noun or verb words, it is hard to apply this system so that problems still remain in the active learning with pseudo negative examples for WSD. In this paper, to solve this problem, we propose a novel WSD system based on active learning with pseudo examples for any words. This proposed method is to learn WSD models constructed from training corpus by adding pseudo examples during the active learning process. To evaluate the effectiveness of the proposed method, we perform some experiments to compare it with the result of the previous methods. The results of the experiments show that the proposed method achieves the highest precision of all systems and can extract more effective pseudo examples for WSD. Pages: 59 to 63 Copyright: Copyright (c) IARIA, 2016 Publication date: October 9, 2016 Published in: conference ISSN: 2308-4510 ISBN: 978-1-61208-507-4 Location: Venice, Italy Dates: from October 9, 2016 to October 13, 2016
|
|
SERVICES  CONTACT
2010 - 2022 © ThinkMind. All rights reserved.
Read Terms of Service and Privacy Policy. |
|
|
|
