Patents/Inventors

Mark Edward Johnson

SydneyAU77 patents

60 Patents

US126083732026
Detecting Out-of-domain, Out-of-scope, and Confusion-span (OOCS) Input for a Natural Language to Logical Form Model
Oracle International Corporation
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US126026172026
Data Manufacturing Frameworks for Synthesizing Synthetic Training Data to Facilitate Training a Natural Language to Logical Form Model
Oracle International Corporation
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US126030852026
Entity Level Data Augmentation in Chatbots for Robust Named Entity Recognition
Oracle International Corporation
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US126025452026
Wide and Deep Network for Language Detection Using Hash Embeddings
Oracle International Corporation
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US125794482026
Techniques for Positive Entity Aware Augmentation Using Two-stage Augmentation
Oracle International Corporation
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US125794472026
Techniques for Two-stage Entity-aware Data Augmentation
Oracle International Corporation
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US125794712026
Data Augmentation and Batch Balancing Methods to Enhance Negation and Fairness
ORACLE INTERNATIONAL CORPORATION
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US125791372026
Output Interpretation for a Meaning Representation Language System
ORACLE INTERNATIONAL CORPORATION
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US125728522026
Lexical Dropout for Natural Language Processing
Oracle International Corporation
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US125727552026
System and Method for Augmenting Training Data for Natural Language to Meaning Representation Language Systems
Oracle International Corporation
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US125669212026
Gazetteer Integration for Neural Named Entity Recognition
Oracle International Corporation
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US125549292026
Techniques for Using Named Entity Recognition to Resolve Entity Expression in Transforming Natural Language to a Meaning Representation Language
ORACLE INTERNATIONAL CORPORATION
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US125549342026
Multi-task Model with Context Masking
Oracle International Corporation
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US125416722026
Addressing Catastrophic Forgetting and Over-generalization While Training a Natural Language to a Meaning Representation Language System
Oracle International Corporation
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US125303492026
Techniques for Augmenting Training Data for Aggregation and Sorting Database Operations in a Natural Language to Database Query System
Oracle International Corporation
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US125305452026
Data Augmentation and Batch Balancing for Training Multi-lingual Model
Oracle International Corporation
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US125120912025
Fine-tuning Multi-head Network from a Single Transformer Layer of Pre-trained Language Model
Oracle International Corporation
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US125114922025
Enhanced Logits for Natural Language Processing
Oracle International Corporation
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US124824572025
Using a Generative Adversarial Network to Train a Semantic Parser of a Dialog System
Oracle International Corporation
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US124753252025
Model Robustness on Operators and Triggering Keywords in Natural Language to a Meaning Representation Language System
ORACLE INTERNATIONAL CORPORATION
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US124303292025
Transforming Natural Language to Structured Query Language Based on Multi- Task Learning and Joint Training
Oracle International Corporation
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US124303302025
Calibrating Confidence Scores of a Machine Learning Model Trained as a Natural Language Interface
ORACLE INTERNATIONAL CORPORATION
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US124235302025
Training Data Generation to Facilitate Fine-tuning Embedding Models
Oracle International Corporation
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US124120342025
Transforming Natural Language to Structured Query Language Based on Scalable Search and Content-based Schema Linking
Oracle International Corporation
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US124121262025
Data Augmentation and Batch Balancing Methods to Enhance Negation and Fairness
ORACLE INTERNATIONAL CORPORATION
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US124125632025
Path Dropout for Natural Language Processing
Oracle International Corporation
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US124059752025
Method and System for Constraint Based Hyperparameter Tuning
Oracle International Corporation
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US123743222025
Adjusting Outlier Data Points for Training a Machine-learning Model
ORACLE INTERNATIONAL CORPORATION
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US123673522025
Deep Learning Techniques for Extraction of Embedded Data from Documents
ORACLE INTERNATIONAL CORPORATION
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US123612192025
Context Tag Integration with Named Entity Recognition Models
Oracle International Corporation
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US123401722025
Semantic Parser Including a Coarse Semantic Parser and a Fine Semantic Parser
Oracle International Corporation
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US123073362025
Data Manufacturing Frameworks for Synthesizing Synthetic Training Data to Facilitate Training a Natural Language to Logical Form Model
Oracle International Corporation
0 cites
US122994022025
Techniques for Out-of-domain (OOD) Detection
Oracle International Corporation
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US122931552025
Out-of-domain Data Augmentation for Natural Language Processing
Oracle International Corporation
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US122885502025
Framework for Focused Training of Language Models and Techniques for End-to-end Hypertuning of the Framework
ORACLE INTERNATIONAL CORPORATION
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US122363212025
Batching Techniques for Handling Unbalanced Training Data for a Chatbot
Oracle International Corporation
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US122232762025
Automatic Out of Scope Transition for Chatbot
ORACLE INTERNATIONAL CORPORATION
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US122174972025
Extracting Key Information from Document Using Trained Machine-learning Models
ORACLE INTERNATIONAL CORPORATION
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US122108302025
System and Techniques for Handling Long Text for Pre-trained Language Models
Oracle International Corporation
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US122108422025
Distance-based Logit Value for Natural Language Processing
Oracle International Corporation
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US122109732025
Compressing Neural Networks for Natural Language Understanding
Oracle International Corporation
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US121538812024
Keyword Data Augmentation Tool for Natural Language Processing
Oracle International Corporation
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US121538852024
Multi-feature Balancing for Natural Language Processors
Oracle International Corporation
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US120998162024
Multi-factor Modelling for Natural Language Processing
Oracle International Corporation
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US120264682024
Out-of-domain Data Augmentation for Natural Language Processing
Oracle International Corporation
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US120199942024
Distance-based Logit Value for Natural Language Processing
Oracle International Corporation
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US120141462024
Techniques for Out-of-domain (OOD) Detection
Oracle International Corporation
0 cites
US119722202024
Enhanced Logits for Natural Language Processing
Oracle International Corporation
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US119727552024
Noise Data Augmentation for Natural Language Processing
Oracle International Corporation
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US119221232024
Automatic Out of Scope Transition for Chatbot
ORACLE INTERNATIONAL CORPORATION
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US119149622024
Reduced Training Intent Recognition Techniques
Oracle International Corporation
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US119084602024
Using a Generative Adversarial Network to Train a Semantic Parser of a Dialog System
Oracle International Corporation
0 cites
US118687272024
Context Tag Integration with Named Entity Recognition Models
Oracle International Corporation
0 cites
US118105532023
Using Backpropagation to Train a Dialog System
Oracle International Corporation
0 cites
US118042192023
Entity Level Data Augmentation in Chatbots for Robust Named Entity Recognition
Oracle International Corporation
0 cites
US117909012023
Task-oriented Dialog Suitable for a Standalone Device
Oracle International Corporation
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US117630922023
Techniques for Out-of-domain (OOD) Detection
Oracle International Corporation
0 cites
US116517682023
Stop Word Data Augmentation for Natural Language Processing
ORACLE INTERNATIONAL CORPORATION
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US115746362023
Task-oriented Dialog Suitable for a Standalone Device
Oracle International Corporation
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US115516762023
Techniques for Dialog Processing Using Contextual Data
Oracle International Corporation
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