Abstract: Provided are a method for generating a summary and a system therefor. The method according to some embodiments may include calculating a likelihood loss for a summary model using a first text sample and a first summary sentence corresponding to the first text sample, calculating an unlikelihood loss for the summary model using a second text sample and the first summary sentence, the second text sample being a negative sample generated from the first text sample, and updating the summary model based on the likelihood loss and the unlikelihood loss.

Abstract: The present disclosure relates to an apparatus for fabricating a display panel including: an attachment member having a fixing portion in a pressurization direction to which a pressurization header is fixed, an attachment driving member configured to move the attachment member and the pressurization header in the pressurization direction or a detachment direction through a fixing frame of the attachment member, a first pressure sensing module between the pressurization header and the attachment member and configured to generate first pressure detection signals according to pressure applied to the pressurization header, a gradient setting module configured to set a gradient of the pressurization header based on magnitudes of the first pressure detection signals, and a gradient control module configured to adjust gradients of the pressurization header, the attachment member, and the fixing frame according to control of the gradient setting module.

Abstract: An apparatus for embedding a sentence feature vector according to an embodiment includes a sentence acquisitor configured to acquire a first sentence and a second sentence, each including one or more words; a vector extractor configured to extract a first feature vector corresponding to the first sentence and a second feature vector corresponding to the second sentence by independently inputting each of the first sentence and the second sentence into a feature extraction network; and a vector compressor configured to compress the first feature vector and the second feature vector into a first compressed vector and a second compressed vector, respectively, by independently inputting each of the first feature vector and the second feature vector into a convolutional neural network (CNN)-based vector compression network.

Abstract: In embodiments of the present disclosure, disclosure is an immunogenicity prediction method comprising the steps of: acquiring information about synthetic long peptides for treating carcinoma in a subject through an immunogenicity prediction device; processing the synthetic long peptides by one processing method of embedding, one-hot encoding, and BLOSUM through the immunogenicity prediction device, and outputting one or more antigen feature values based on the processed data; inputting the cleavage probability vector for each position of the synthetic long peptides through the immunogenicity prediction device to output one or more cleavage feature values; inputting a neoantigen peptide sequence, an HLA class I sequence, an HLA class II sequence within the synthetic long peptides through the immunogenicity prediction device to output one or more neoantigen feature values related to the immunity and binding affinity to the neoantigen peptide sequence; and outputting an immunogenicity score of the neoantigen pe

Abstract: Substrate processing apparatuses and methods of manufacturing a semiconductor device using the same may be provided. A substrate processing apparatus includes a heater in a support plate and comprising a first unit configured to heat a first portion of a substrate and a second unit configured to heat a second portion of a substrate, and processing circuitry configured to heat the heater in a transient section such that the first unit heats the first portion of the substrate to a first heating temperature, and the second unit heats the second portion of the substrate to a second heating temperature different from the first heating temperature, the transient section being a section before a temperature of the substrate reaches a steady state, a steady section being a section after the temperature of the substrate reaches the steady state.

Abstract: A recyclable fuse includes a first contact and a second contact, and a current control unit allowing current to flow by electrically connecting the first contact and the second contact with each other when a temperature of the current control unit is less than a predetermined first temperature and preventing the current from flowing by electrically interrupting the first contact and the second contact from each other when the temperature of the current control unit is equal to or more than the predetermined first temperature.

Abstract: A sensor module for detecting a process environment in semiconductor equipment includes: a sensor body including a first plate and a second plate; and a sensor circuit unit in the sensor body, wherein the sensor circuit unit includes a static electricity sensor between the first plate and the second plate.

Abstract: A heating apparatus for manufacturing a semiconductor, the heating apparatus including: a plurality of heaters disposed on a plate; a plurality of temperature sensors configured to sense a temperature of the plate and output a temperature value; a power supply configured to supply power to the plurality of heaters; a plurality of switches disposed between the power supply and the plurality of heaters; and a control unit configured to turn on all of the plurality of switches to heat the plate to a reference temperature, and configured to turn off at least one of the plurality of switches to maintain the reference temperature.

Abstract: A recyclable fuse includes a first contact and a second contact, and a current control unit allowing current to flow by electrically connecting the first contact and the second contact with each other when a temperature of the current control unit is less than a predetermined first temperature and preventing the current from flowing by electrically interrupting the first contact and the second contact from each other when the temperature of the current control unit is equal to or more than the predetermined first temperature.

Abstract: A sensor module for detecting a process environment in semiconductor equipment includes: a sensor body including a first plate and a second plate; and a sensor circuit unit in the sensor body, wherein the sensor circuit unit comprises a static electricity sensor between the first plate and the second plate.

Abstract: A system for controlling fault tolerance may include a first controller connected to a driver, a first switch connected in parallel to the first controller, a first capacitor connected in parallel to the first switch, a second switch connected in parallel to the first capacitor and different from the first switch, a first power supply connected in parallel to the first capacitor and connected in series to the second switch, and a second capacitor connected to the first switch and a ground of the first power supply and different from the first capacitor. When the first controller is broken down, the second switch may be turned off to interrupt power supply from the first power supply, and the first switch may be turned on to discharge electric charges charged in the second capacitor.

Abstract: A system for controlling fault tolerance may include a first controller connected to a driver, a first switch connected in parallel to the first controller, a first capacitor connected in parallel to the first switch, a second switch connected in parallel to the first capacitor and different from the first switch, a first power supply connected in parallel to the first capacitor and connected in series to the second switch, and a second capacitor connected to the first switch and a ground of the first power supply and different from the first capacitor. When the first controller is broken down, the second switch may be turned off to interrupt power supply from the first power supply, and the first switch may be turned on to discharge electric charges charged in the second capacitor.

Abstract: Disclosed herein are a DC-DC boost converter circuit, which is capable of preventing power loss and stabilizing switching elements by implementing soft switching and improving efficiency by adding a charge pumping function, and a method for driving the same. The DC-DC boost converter circuit, in which an inductor and an output diode are connected in series and an output capacitor and a load are connected to an output port of the output diode in parallel, includes an output stabilization circuit in which first and second switching elements, a transformer, a plurality of boost capacitors, and a plurality of diodes are connected in series/parallel between the inductor and the output diode.

Abstract: Disclosed herein are a DC-DC boost converter circuit, which is capable of preventing power loss and stabilizing switching elements by implementing soft switching and improving efficiency by adding a charge pumping function, and a method for driving the same. The DC-DC boost converter circuit, in which an inductor and an output diode are connected in series and an output capacitor and a load are connected to an output port of the output diode in parallel, includes an output stabilization circuit in which first and second switching elements, a transformer, a plurality of boost capacitors, and a plurality of diodes are connected in series/parallel between the inductor and the output diode.