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HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification [article]

Zihan Wang, Peiyi Wang, Tianyu Liu, Yunbo Cao, Zhifang Sui, Houfeng Wang
2022 arXiv   pre-print
To bridge the gap, in this paper, we propose HPT, a Hierarchy-aware Prompt Tuning method to handle HTC from a multi-label MLM perspective.  ...  Hierarchical text classification (HTC) is a challenging subtask of multi-label classification due to its complex label hierarchy.  ...  We summarize our contributions as follows: • We propose a hierarchy-aware prompt tuning (HPT) method for hierarchical text classification.  ... 
arXiv:2204.13413v1 fatcat:t4mvnuf6grfipay73lshqpgkxy

Fostering Program Comprehension in Novice Programmers - Learning Activities and Learning Trajectories

Cruz Izu, Carsten Schulte, Ashish Aggarwal, Quintin Cutts, Rodrigo Duran, Mirela Gutica, Birte Heinemann, Eileen Kraemer, Violetta Lonati, Claudio Mirolo, Renske Weeda
2019 Proceedings of the Working Group Reports on Innovation and Technology in Computer Science Education  
First things first: Providing metacognitive scaffolding for interpreting problem prompts.  ...  A CCCP analysis of a program starts with the concrete code and produces a plan hierarchy as well as the associated metrics of plan depth and maximal plan interactivity. 3.2.1 Hierarchical Analysis A hierarchical  ... 
doi:10.1145/3344429.3372501 dblp:conf/iticse/IzuSACDGHKLMW19a fatcat:ylcbps6pynbrfhlxtt6z3qmlza

Conference Program

2021 2021 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT)  
Lina has received a research grant from Prince Mohammad Bin Fahd Center for Futuristic Studies (PMFCFS) and World Futures Studies Federation (WFSF).  ...  Lina is from Saudi Arabia and has been working as a faculty member within the College of Sciences and Human Studies at Prince Mohammad Bin Fahd University for more than 6 years.  ...  An overview of the new enhanced hierarchized hybrid model predictive controller for buildings is discussed.  ... 
doi:10.1109/3ict53449.2021.9581455 fatcat:zgaclsoapjbhbmjmki7bjltre4

Comparative Analysis of Different Machine Learning Classifiers for the Prediction of Chronic Diseases [chapter]

Rajesh Singh, Anita Gehlot, Dharam Buddhi
2022 Comparative Analysis of Different Machine Learning Classifiers for the Prediction of Chronic Diseases  
Precise diagnosis of these diseases on time is very significant for maintaining a healthy life.  ...  A comparative study of different machine learning classifiers for chronic disease prediction viz Heart Disease & Diabetes Disease is done in this paper.  ...  The Solar-Stirling engine systems can be the better option for off-grid power generation.  ... 
doi:10.13052/rp-9788770227667 fatcat:da47mjbbyzfwnbpde7rgbrlppe

International Journal of Business and Management, Vol. 4, No. 4, April 2009

Editor IJBM
2009 International Journal of Business and Management  
Special thanks also go to referee for helpful comments and suggestions.  ...  Table 3 shows the classification results.  ...  The formal control mechanisms help to decrease the potential for opportunism, by controlling the assets through hierarchical means (Mjoen & Tallman, 1997) .  ... 
doi:10.5539/ijbm.v4n4p0 fatcat:xmtkg6rpffgazkofnpd7rcdthq

International Journal of Business and Management, Vol. 3, No. 4, April 2008

Editior IJBM
2009 International Journal of Business and Management  
Special thanks also go to referee for helpful comments and suggestions.  ...  Table 3 shows the classification results.  ...  The formal control mechanisms help to decrease the potential for opportunism, by controlling the assets through hierarchical means (Mjoen & Tallman, 1997) .  ... 
doi:10.5539/ijbm.v3n4p0 fatcat:xydm336ourba3p3y3mnspioh74

The Informal Learning of History with Digital Games

Sian M Beavers
2020
Surprisingly, there is little empirical research on the educational outcomes from the use of historical games in formal contexts, and the specific ways they can increase a learner's historical awareness  ...  This thesis presents two empirical studies that begin to address this imbalance, exploring player perceptions of historical games as a medium for informal historical learning.  ...  Figure 4 . 4 Responses to whether engagement with written texts prompts other media usage. featured in the film the Da Vinci Code (2006).  ... 
doi:10.21954/ou.ro.0001111f fatcat:tho6ry727vdgxidmh4zssa6fau

Hinduism in a Kangra village

Ursula Sharma
1969
The concern for the separation of the pure from the impure which governs contact between castes also governs contacts between men and deities.  ...  In the first Chapter I describe some of the recent theoretical approaches to the analysis of Hinduism in anthropological literature, for instance the contributions of Srinivas, Marriott and Mathur.  ...  Or sometimes a pilgrimage is prompted by no such necessity but is u n dertaken simply for its own sake.  ... 
doi:10.25501/soas.00029478 fatcat:z4ljulx2ynb5hp4g5anc7nfu6m

Multiprocessor Scheduling [chapter]

Scheduling in Real-Time Systems  
An HRR server has a hierarchy of service lists associated with the hierarchy of levels. The topmost list is the one associated with service level 1.  ...  Promptness of response The promptness of the response of a real-time kernel may be evaluated by two parameters, interrupt latency and clerical latency.  ...  Connection admission control A function of a QoS-aware network that tests if there are sufficiently resources to accept a new connection.  ... 
doi:10.1002/0470856343.ch5 fatcat:k3tgfcw72nbxbpelowpcqozonm

A Computational Approach to the Phonology of Connected Speech

Sean Jensen
2000
By Chapter Four, all the theoretical necessities for describing and ex- plaining what are traditionally believed to be phonological processes operating at the level of the sentence have been introduced  ...  As a foundation for understanding how the phonological and the conceptual-semantic forms of utterances are related, we undertake a detailed study of the relationship between "form" and "meaning" in Chapter  ...  It is clear that they believe that properties of lexical entries and relationships among them are expressed in a concise and principled fashion in terms of classification by a multiple inheritance hierarchy  ... 
doi:10.25501/soas.00012710 fatcat:wn7tvlseefg3dk64rhzyqxkswu