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Article
SVEN_5003 is a Major Developmental Regulator in Streptomyces venezuelae
Many regulatory genes that affect cellular development in Streptomyces, such as the canonical bld genes, have already been identified. However, in this study, we identified sven_5003 in Streptomyces venezuelae as...
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Experiment Platform for Dialogue Intent Recognition Based on Deep Learning
This chapter propose the first open intent recognition plat form TEXTOIR, which integrates two complete modules: open intent detection and open intent discovery. It provides toolkits for each module with commo...
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Dialogue System
With the rapid development of Internet technology and the increasing popularity of intelligent robots and intelligent hardware devices, traditional keyword-based search engine information retrieval is no longe...
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Intent Classification Based on Single Model
Intent classification is an important preprocessing step in natural language processing tasks, used to categorize input text into specific intents, in order to assign them to corresponding subsystems or proces...
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Chapter
Unknown Intention Detection Method Based on Dynamic Constraint Boundary
Open intent classification is a challenging task in dialogue systems. On the one hand, ensuring the classification quality of known intents is crucial. On the other hand, identifying open (unknown) intent duri...
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Chapter
Discovering New Intents with Deep Aligned Clustering
Discovering new intents is a crucial task in dialogue systems. Most existing methods are limited in transferring the prior knowledge from known intents to new intents. These methods also have difficulties in p...
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Summary
This book focuses on the study of conversation intent understanding in Artificial Intelligence. The research objective is to enhance machine understanding of human intents in the real world. With the increasin...
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A Dual RNN Semantic Analysis Framework for Intent Classification and Slot
The research on spoken language understanding (SLU) system has progressed extremely fast during the past decades. Intent detection and slot filling are two main tasks for building a SLU system. Multiple deep l...
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Unknown Intent Detection Based on Large-Margin Cosine Loss
Identifying the unknown (novel) user intents that have never appeared in the training set is a challenging task in the dialogue system. This chapter presents a two-stage method for detecting unknown intents. T...
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Discovering New Intents Via Constrained Deep Adaptive Clustering with Cluster Refinement
Identifying new user intents is an essential task in the dialogue system. However, it is hard to get satisfying clustering results since the definition of intents is strongly guided by prior knowledge. Existin...
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Unknown Intent Detection Method Based on Model Post-Processing
With the maturity and popularity of dialogue systems, detecting user’s unknown intent in dialogue systems has become an important task. It is also one of the most challenging tasks, as it is difficult to obtai...
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Chapter
Intent Recognition
In practical scenarios of the human-machine dialogue system, intent detection is an important and challenging problem. The human-machine dialogue system firstly converts the user’s query into a structured sema...
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Book
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Article
Open AccessPublisher Correction: Ultrahigh-temperature melt printing of multi-principal element alloys
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Article
Open AccessUltrahigh-temperature melt printing of multi-principal element alloys
Multi-principal element alloys (MPEA) demonstrate superior synergetic properties compared to single-element predominated traditional alloys. However, the rapid melting and uniform mixing of multi-elements for ...
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Article
Open AccessA study on the relationship between waist phenotype, hypertriglyceridemia, coronary artery lesions and serum free fatty acids in adult and elderly patients with coronary diseases
Abdominal obesity is an independent risk factor for coronary heart disease (CHD) and high serum triglyceride (TG) and free fatty acid levels may precipitate or aggravate CHD.
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Article
Precision control system of two-DOF stage with linear ultrasonic motor
Using an appropriate control method, linear ultrasonic motors can be used in applications requiring high position accuracy. In this paper, a closed loop PI control system is designed to achieve high position a...
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Article
Improved wavelet analysis for induction motors mixed-fault diagnosis
Eccentricity is one of the frequent faults of induction motors, and it may cause rub between the rotor and the stator. Early detection of significant rub from pure eccentricity can prolong the lifespan of indu...
