Abstract: Systems and methods for natural language processing are described. One or more embodiments of the present disclosure identify a claim from a document, wherein the claim corresponds to a topic, create a graph comprising a plurality of nodes having a plurality of node types and a plurality of edges having a plurality of edge types, wherein one of the nodes represents the claim, and wherein each of the edges represents a relationship between a corresponding pair of the nodes, encode the claim based on the graph using a graph convolutional network (GCN) to obtain an encoded claim, classify the claim by decoding the encoded claim to obtain a stance label that indicates a stance of the claim towards the topic, and transmit information indicating a viewpoint of the document towards the topic based on the stance label.

Abstract: A vehicular electronic control unit (ECU) includes a printed circuit board (PCB) and a housing that accommodates the PCB. The PCB includes an electronic component that, when electrically operated, generates heat within the housing. Heat dissipating fins extend along an exterior side of the housing. Heat generated within the housing is dissipated via the heat dissipating fins. A shroud extends along the exterior side and covers the plurality of heat dissipating fins. A passageway extends through the shroud. An airflow source is electrically operated to draw air from within a cavity between the shroud and the exterior side of the housing and along and through the passageway and the drawn air flows between the exterior side and the shroud and along and between the heat dissipating fins to dissipate heat from the plurality of heat dissipating fins.

Abstract: Systems and methods for document classification are described. Embodiments of the present disclosure generate classification data for a plurality of samples using a neural network trained to identify a plurality of known classes; select a set of samples for annotation from the plurality of samples using an open-set metric based on the classification data, wherein the annotation includes an unknown class; and train the neural network to identify the unknown class based on the annotation of the set of samples.

Abstract: A robotic system receives from a first agent included in a plurality of robotically controlled agents a request to be provided a motion plan to perform a first pick and place task assigned to the first agent. A first motion plan is determined for the first agent, including by taking into consideration a second motion plan associated with a second agent included in the plurality of robotically controlled agents to perform a second pick and place task assigned to the second agent, at least in part by considering a swept volume associated with at least a remaining uncompleted portion of the second motion plan as an obstacle with which the first agent will not collide while implementing the first motion plan.

Abstract: A duration of a stimulus signal delivered to a target by a conducted electrical weapon may be selected in accordance with a current of the stimulus signal delivered to the target. The current may be measured by the conducted electrical weapon. The current may comprise a measured current of a pulse of the stimulus signal. The duration may be selected while the pulse is delivered to the target. The duration may be selected from a range of durations for which the stimulus signal may be applied. The range of durations may comprise a range of increasing pulse durations associated with a range of increasing charges provided by the stimulus signal in accordance with combinations of respective measured currents of a range of measured currents and respective pulse durations of the increasing pulse durations. A charge delivered by a measured current and a selected duration may increase as the measured current decreases.

Abstract: A method may include a producer application receiving balance transfer request data, formatting the balance transfer request data into a plurality of balance transfer data records, and streaming the plurality of balance transfer data records to an event streaming platform. A method may include an event streaming platform formatting the plurality of balance transfer data records into a partition and sending the balance transfer data records in a sequential order to a consuming application. A method may include a consuming application sending a first part of the balance transfer data records to a real-time payment network for settlement of a payment indicated in the first part of the balance transfer data records and sending a second part of the balance transfer data records to a posting application for posting to an electronic account balance ledger.

Abstract: Various aspects of methods, systems, and use cases may be used to prevent dislocation of a joint replacement implant by limiting movement of the joint replacement implant to safe zones of movement. In some examples, the joint replacement implant includes a ball, an intermediate shell adapted to receive the ball and engage with a shell mobility structure protruding from the ball, and an outer shell adapted to receive the intermediate shell and provide fixation of the implant within a portion of a joint of a patient. For example, the interaction between the ball, the intermediate shell, and the outer shell prevent dislocation of the ball, and therefore dislocation of the joint replacement implant.

Abstract: In a described example, an integrated circuit (IC) includes a repairable memory system. A repair controller is coupled to the repairable memory system. The repair controller includes compression logic configured to encode memory repair code data for a respective instance of the repairable memory system and provide compressed repair data. A non-volatile memory controller is coupled to the repair controller and to non-volatile memory. The non-volatile memory controller is configured to transfer the compressed repair data to the non-volatile memory for storage.

Abstract: A system may include multiple software components of a software application running on multiple nodes in a distributed computing system, a patch execution server including a patch build server including a structured patch execution module connected to the distributed computing system via a network. The patch execution module receives an uploaded patch, a patch definition file, and a workflow template from a global patch repository. Further, the patch execution module creates a patch definition file for the patch using an associated patch master file, an associated build definition file, and an associated product definition file. Furthermore, the patch execution module creates a workflow template using the patch definition file and the patch. Also, the patch execution module creates a workflow file using node information associated with the multiple nodes and the workflow template.

Abstract: Various cables for cable deployed electric submersible pumping systems and methods of manufacturing such cables are provided. The cable includes a power cable core and coiled tubing formed around the power cable core. The power cable core includes one or more conductors, insulation surrounding each conductor, and an elastomeric jacket extruded around the insulated conductors. Various mechanisms, systems, and methods are described to anchor the power cable core in the coiled tubing and to transfer weight from the power cable core to the coiled tubing.

Abstract: The disclosed embodiments provide systems and methods for providing real-time warnings to merchants for data breaches. For example, the system may include one or more memory devices storing instructions and one or more processors configured to perform operations consistent with this disclosure. The operations may include collecting and storing transaction authorization requests from one or more merchants. The transaction authorization requests may include a virtual account number associated with an account, the virtual account number being previously bound to a merchant and reusable only for the bound merchant. The operations may further include detecting an event at the bound merchant based on, for example, a transaction authorization request having a mismatch between a transacting merchant and the bound merchant. The operations my further include communicating notification of the event through a communication interface with the bound merchant.

Abstract: Systems described herein may use transformer-based machine classifiers to perform a variety of natural language understanding tasks including, but not limited to sentence classification, named entity recognition, sentence similarity, and question answering. The exceptional performance of transformer-based language models is due to their ability to capture long-term temporal dependencies in input sequences. Machine classifiers may be trained using training data sets for multiple tasks, such as but not limited to sentence classification tasks and sequence labeling tasks. Loss masking may be employed in the machine classifier to jointly train the machine classifier on multiple tasks simultaneously. The user of transformer encoders in the machine classifiers, which treat each output sequence independently of other output sequences, in accordance with aspects of the invention do not require joint labeling to model tasks.

Abstract: A traffic anomaly detector of a Peripheral Component Interconnect express (PCIe) system, including filters configured to filter headers of PCIe transaction layer packets (TLPs) based on respective filter criterion; a classifier configured to trigger an event based on one of the filter criterion or a logical combination of a plurality of the filter criteria; an event counter configured to count a number of the events; and a processor configured to detect, based on a value of the event counter, an anomaly in the PCIe TLP traffic.

Abstract: Eyewear devices including a tether and methods for identifying proper installation of the tether are disclosed. An eyewear device includes transmission lines extending through the temples to electrical and electronic components positioned adjacent to edges of a frame. A tether is attached to the temples to enable power and communication flow between the electrical and electronic components rather than through the frame. Proper installation is identified based on communications passing between the electrical and electronic components via the tether.

Abstract: Computing systems, for example, multi-tenant systems deploy software artifacts in data centers created in a cloud platform using a cloud platform infrastructure language that is cloud platform independent. The system receives a declarative specification for creating a datacenter on a cloud platform. The system generates an aggregate pipeline comprising a hierarchy of pipelines. The system generates an aggregate deployment version map associating data center entities of the data center with versions of software artifacts targeted for deployment on the datacenter entities. The system collects a set of software artifacts according to the aggregate deployment version map. The system executes the aggregate pipeline in conjunction with the aggregate deployment version map to create the datacenter in accordance with the cloud platform independent declarative specification.

Abstract: The disclosure relates to methods of depositing carbon material on a substrate. The method comprises providing a substrate in a reaction chamber and depositing material comprising metal and carbon conformally on the substrate. A halogen compound comprising a halogen and a non-halogen element is provided into the reaction chamber in a vapor phase to substantially remove the metal from the material comprising metal and carbon to form carbon material comprising primarily carbon on the substrate. The disclosure further relates to structures and electronic devices manufactured using methods disclosed herein, and to substrate processing assemblies.

Abstract: Embodiments are directed to a NRDU data path simulation server for testing data throughput capacity in 5G communication network. The NRDU data path simulation server includes a memory comprising a plurality of memory blocks, a processor and a communicator. The processor includes a test controller to receive testing profile for testing the data throughput capacity of NGCU, a DU simulator to generate multiple simulated DUs and multiple simulated UEs based on the testing profile. The processor includes traffic generators to generate multiple threads of data traffic for testing the data throughput capacity of the and a scheduler to schedule each thread to access entities of the simulated DU for optimizing the data throughput capacity and a UP controller to optimize the data throughput capacity of the NRDU data path simulation server by converging a data path of the simulated UEs and a data path of the simulated DUs.

Abstract: A dishwasher includes a chassis defining an interior. A tub is located within the interior and at least partially defines a treating chamber. The dishwasher further includes an electrical power bus having a plug. An appliance socket receives the plug from the electrical power bus. The dishwasher further yet includes a radio frequency interference (RFI) housing.

Abstract: A conducted electrical weapon (“CEW”) comprises one or more switch devices and a charge storage circuit for delivering a stimulus signal via a deployed electrode. A charge may be stored in the charge storage circuit. A first switch device of the one or more switch devices may be selectively turned on according to the charge of the charge storage circuit. The stimulus signal may be delivered via a current flow path comprising the first switch device and the deployed electrode according to the charge of the charge storage circuit.

Abstract: Embodiments disclosed herein include transistor devices with depopulated channels. In an embodiment, the transistor device comprises a source region, a drain region, and a vertical stack of semiconductor channels between the source region and the drain region. In an embodiment, the vertical stack of semiconductor channels comprises first semiconductor channels, and a second semiconductor channel over the first semiconductor channels. In an embodiment, first concentrations of a dopant in the first semiconductor channels are less than a second concentration of the dopant in the second semiconductor channel.