Abstract: Techniques for dialog data collection are disclosed. In an embodiment, a method comprises providing a first graphical user interface (10) configured to receive first user input data, providing a second graphical user interface (20) configured to receive second user input data, asynchronously transmitting the first user input data to the second graphical user interface (20) or the second user input data to the first graphical user interface (10), and generating training data for a natural language processing system model (60) based on the first user input data and the second user input data.

Abstract: Systems and methods involving SPARTA (Sparse Transformer Matching) are disclosed. Embodiments may relate to scalable and transferable retrieval methods for question answering.

Abstract: Techniques for dialog data collection are disclosed. In an embodiment, a method comprises providing a first graphical user interface (10) configured to receive first user input data, providing a second graphical user interface (20) configured to receive second user input data, asynchronously transmitting the first user input data to the second graphical user interface (20) or the second user input data to the first graphical user interface (10), and generating training data for a natural language processing system model (60) based on the first user input data and the second user input data.

Abstract: A lock box mounting bracket is provided for securely locking a lock box to a door and hinge which includes a one-piece bracket body having interior and exterior portions, and a bracket locking device mounted on the interior portion of the bracket body. The bracket locking device is mounted so as to be positioned in the interior space on the secured side of the door thereby preventing removal of the mounting bracket when the door is in the closed position. In addition, when the door is in the open position, the bracket locking device impedes the ability of unauthorized personnel from easily removing the lock box mounting bracket from the door and hinge. The bracket locking device includes connector portions formed on an upper section of the interior portion and a lower section of the interior portion for engagement by a connecting element. The lock box protection device includes a side wall extending outwardly from the exterior portion to protect the lock box and its shackle from side access.