| Utility: MODEL SELECTION IN A FORECASTING PIPELINE TO OPTIMIZE TRADEOFF BETWEEN FORECAST ACCURACY AND COMPUTATIONAL COST Filling date: 29 Oct 2025 Issue date: 20 May 2021 | 19 Nov 2019 | 20 May 2021 |
| Utility: HIERARCHICAL DEEP NEURAL NETWORK FORECASTING OF CASHFLOWS WITH LINEAR ALGEBRAIC CONSTRAINTS Filling date: 29 Oct 2025 Issue date: 20 May 2021 | 19 Nov 2019 | 20 May 2021 |
| Utility: DATA STRUCTURES AND METHODS FOR ENABLING CROSS DOMAIN RECOMMENDATIONS BY A MACHINE LEARNING MODEL Filling date: 29 Oct 2025 Issue date: 20 May 2021 | 19 Nov 2019 | 20 May 2021 |
| Utility: ENHANCED INTENT MATCHING USING KEYWORD-BASED WORD MOVER'S DISTANCE Filling date: 29 Oct 2025 Issue date: 20 May 2021 | 18 Nov 2019 | 20 May 2021 |
| Utility: PRE-TRAINED CONTEXTUAL EMBEDDING MODELS FOR NAMED ENTITY RECOGNITION AND CONFIDENCE PREDICTION Filling date: 29 Oct 2025 Issue date: 20 May 2021 | 15 Nov 2019 | 20 May 2021 |
| Utility: Field property extraction and field value validation using a validated dataset Filling date: 29 Oct 2025 Issue date: 18 May 2021 | 1 Jul 2019 | 18 May 2021 |
| Utility: Writing incoming items to a database based on location of similar items in a database Filling date: 29 Oct 2025 Issue date: 18 May 2021 | 25 Aug 2017 | 18 May 2021 |
| Utility: MACHINE LEARNING BASED PRODUCT SOLUTION RECOMMENDATION Filling date: 29 Oct 2025 Issue date: 6 May 2021 | 6 Nov 2019 | 6 May 2021 |
| Utility: EXPLAINABLE RULE-BASED CALCULATIONS Filling date: 29 Oct 2025 Issue date: 6 May 2021 | 1 Nov 2019 | 6 May 2021 |
| Utility: SYSTEM AND METHOD FOR NEAREST NEIGHBOR-BASED BANK ACCOUNT NUMBER VALIDATION Filling date: 29 Oct 2025 Issue date: 6 May 2021 | 1 Nov 2019 | 6 May 2021 |
| Utility: METHOD AND SYSTEM FOR AUTOMATED FORM FIELD DETECTION AND COMPLETION Filling date: 29 Oct 2025 Issue date: 6 May 2021 | 1 Nov 2019 | 6 May 2021 |
| Utility: USER ACCESS AND IDENTITY LIFE-CYCLE MANAGEMENT Filling date: 29 Oct 2025 Issue date: 6 May 2021 | 31 Oct 2019 | 6 May 2021 |
| Utility: GENERATING A MINIMUM-COST CIRCULATION TOPOLOGY IN A MICROSERVICE MESH NETWORK Filling date: 29 Oct 2025 Issue date: 6 May 2021 | 30 Oct 2019 | 6 May 2021 |
| Utility: METHOD AND SYSTEM FOR FACILITATING USER SUPPORT USING MULTIMODAL INFORMATION Filling date: 29 Oct 2025 Issue date: 6 May 2021 | 30 Oct 2019 | 6 May 2021 |
| Utility: System and method for perpetual rekeying of various data columns with respective encryption keys and on alternating bases Filling date: 29 Oct 2025 Issue date: 4 May 2021 | 17 Apr 2019 | 4 May 2021 |
| Utility: Intelligent geofence provisioning Filling date: 29 Oct 2025 Issue date: 4 May 2021 | 24 Jan 2019 | 4 May 2021 |
| Utility: 1307458USCON1 search engine optimization in social question and answer systems Filling date: 29 Oct 2025 Issue date: 4 May 2021 | 22 Jun 2018 | 4 May 2021 |
| Utility: Methods, systems and computer program products for collaborative tax return preparation Filling date: 29 Oct 2025 Issue date: 4 May 2021 | 30 Oct 2014 | 4 May 2021 |
| Utility: USER INTERFACES BASED ON PRE-CLASSIFIED DATA SETS Filling date: 29 Oct 2025 Issue date: 29 Apr 2021 | 5 Jan 2021 | 29 Apr 2021 |
| Utility: DOCUMENT SIMILARITY THROUGH REFERENCE LINKS Filling date: 29 Oct 2025 Issue date: 29 Apr 2021 | 29 Oct 2019 | 29 Apr 2021 |
| Utility: SYSTEMS AND METHODS FOR IMPLEMENTING OVERLAPPING DATA CACHING FOR OBJECT APPLICATION PROGRAM INTERFACES Filling date: 29 Oct 2025 Issue date: 29 Apr 2021 | 28 Oct 2019 | 29 Apr 2021 |
| Utility: MACHINE LEARNING-BASED AUTOMATIC DETECTION AND REMOVAL OF PERSONALLY IDENTIFIABLE INFORMATION Filling date: 29 Oct 2025 Issue date: 29 Apr 2021 | 25 Oct 2019 | 29 Apr 2021 |
| Utility: PERSONALIZED PROVIDER CONNECTIONS SUGGESTIONS Filling date: 29 Oct 2025 Issue date: 29 Apr 2021 | 25 Oct 2019 | 29 Apr 2021 |
| Utility: Predicting application conversion using eye tracking Filling date: 29 Oct 2025 Issue date: 27 Apr 2021 | 3 Aug 2017 | 27 Apr 2021 |
| Utility: LOCATION TRACKING WITH LOITERING LOGIC Filling date: 29 Oct 2025 Issue date: 22 Apr 2021 | 4 Dec 2020 | 22 Apr 2021 |
| Utility: SYSTEM AND METHOD FOR UNDERSTANDING QUESTIONS OF USERS OF A DATA MANAGEMENT SYSTEM Filling date: 29 Oct 2025 Issue date: 22 Apr 2021 | 22 Oct 2019 | 22 Apr 2021 |
| Utility: System and method for providing dynamic and deep navigation of web pages using keyboard navigation Filling date: 29 Oct 2025 Issue date: 20 Apr 2021 | 2 Mar 2020 | 20 Apr 2021 |
| Utility: Unsupervised text segmentation by topic Filling date: 29 Oct 2025 Issue date: 20 Apr 2021 | 8 Jan 2020 | 20 Apr 2021 |
| Utility: Method and system for predicting relevant offerings for users of data management systems using machine learning processes Filling date: 29 Oct 2025 Issue date: 20 Apr 2021 | 29 May 2019 | 20 Apr 2021 |
| Utility: Graph database applications Filling date: 29 Oct 2025 Issue date: 20 Apr 2021 | 8 Feb 2019 | 20 Apr 2021 |
| Utility: Homomorphic key derivation Filling date: 29 Oct 2025 Issue date: 20 Apr 2021 | 5 Oct 2018 | 20 Apr 2021 |
| Utility: Composite machine-learning system for label prediction and training data collection Filling date: 29 Oct 2025 Issue date: 20 Apr 2021 | 31 Mar 2017 | 20 Apr 2021 |
| Utility: Computer implemented methods systems and articles of manufacture for suggestion-based interview engine for tax return preparation application Filling date: 29 Oct 2025 Issue date: 13 Apr 2021 | 3 Jul 2019 | 13 Apr 2021 |
| Utility: System and method for correction of acquired transaction text fields Filling date: 29 Oct 2025 Issue date: 13 Apr 2021 | 19 Nov 2018 | 13 Apr 2021 |
| Utility: Responding to similarity queries using vector dimensionality reduction Filling date: 29 Oct 2025 Issue date: 13 Apr 2021 | 11 Sep 2018 | 13 Apr 2021 |
| Utility: Computer-implemented methods systems and articles of manufacture for generating user interface with personalized response to user query Filling date: 29 Oct 2025 Issue date: 13 Apr 2021 | 28 Feb 2018 | 13 Apr 2021 |
| Utility: Method and system for recommending assistance offerings using multivariate random forest leveraging negative samples Filling date: 29 Oct 2025 Issue date: 13 Apr 2021 | 26 Feb 2018 | 13 Apr 2021 |
| Utility: Computer-implemented methods systems and articles of manufacture for validating electronic tax return data Filling date: 29 Oct 2025 Issue date: 13 Apr 2021 | 30 Jan 2017 | 13 Apr 2021 |
| Utility: Computer implemented methods systems and articles of manufacture for instance and suggestion differentiation during preparation of electronic tax return Filling date: 29 Oct 2025 Issue date: 13 Apr 2021 | 18 Aug 2014 | 13 Apr 2021 |
| Utility: METHOD AND SYSTEM FOR RECOMMENDING ASSISTANCE OFFERINGS Filling date: 29 Oct 2025 Issue date: 8 Apr 2021 | 17 Dec 2020 | 8 Apr 2021 |
| Utility: System for managing transactional data Filling date: 29 Oct 2025 Issue date: 6 Apr 2021 | 20 Aug 2019 | 6 Apr 2021 |
| Design: Display screen with graphical user interface Filling date: 29 Oct 2025 Issue date: 6 Apr 2021 | 7 Mar 2019 | 6 Apr 2021 |
| Utility: Dynamic pagination of tax return questions during preparation of electronic tax return Filling date: 29 Oct 2025 Issue date: 6 Apr 2021 | 30 Nov 2018 | 6 Apr 2021 |
| Utility: Automatic detection and protection of personally identifiable information Filling date: 29 Oct 2025 Issue date: 6 Apr 2021 | 23 Aug 2018 | 6 Apr 2021 |
| Utility: Computer-implemented methods systems and articles of manufacture for automated construction of computer-generated user interface Filling date: 29 Oct 2025 Issue date: 6 Apr 2021 | 2 Jan 2018 | 6 Apr 2021 |
| Utility: Adaptive system for predicting integration failures in large systems Filling date: 29 Oct 2025 Issue date: 6 Apr 2021 | 26 Jan 2017 | 6 Apr 2021 |
| Utility: Methods systems and articles of manufacture for tailoring a user experience in preparing an electronic tax return Filling date: 29 Oct 2025 Issue date: 6 Apr 2021 | 18 Aug 2014 | 6 Apr 2021 |
| Utility: CRYPTOGRAPHIC KEY GENERATION FOR LOGICALLY SHARDED DATA STORES Filling date: 29 Oct 2025 Issue date: 1 Apr 2021 | 11 Dec 2020 | 1 Apr 2021 |
| Utility: METHOD AND SYSTEM FOR PROVIDING AN INTERACTIVE SPENDING ANALYSIS DISPLAY Filling date: 29 Oct 2025 Issue date: 1 Apr 2021 | 11 Dec 2020 | 1 Apr 2021 |
| Utility: USING A MULTI-ARMED BANDIT APPROACH FOR BOOSTING CATEGORIZATION PERFORMANCE Filling date: 29 Oct 2025 Issue date: 1 Apr 2021 | 30 Sep 2019 | 1 Apr 2021 |
