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: A battery pack is advantageous for effective control and maintenance of thermal events. A battery pack according to one aspect of the present disclosure may include a battery module having one or more battery cells; a fire extinguishing tank holding a fire extinguishing liquid, disposed on top of the battery module and having a through hole formed therein; and a cover member installed in the through hole of the fire extinguishing tank and configured to open or close the through hole according to a change in internal pressure of the fire extinguishing tank.

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: A welding structure of a T-shape welding joint in which a second base material is welded in a T-shape to a first base material may include the first base material including a first flat portion, a second flat portion, and curved portions formed between the first flat portion and the second flat portion; the second base material in which a bent portion is formed at an end of a main body portion such that the bent portion is disposed to face the curved portions of the first base material; and a bead disposed between the curved portions of the first base material and the bent portion of the second base material.

Abstract: A welding structure of a T-shape welding joint in which a second base material is welded in a T-shape to a first base material may include the first base material including a first flat portion, a second flat portion, and curved portions formed between the first flat portion and the second flat portion; the second base material in which a bent portion is formed at an end of a main body portion such that the bent portion is disposed to face the curved portions of the first base material; and a bead disposed between the curved portions of the first base material and the bent portion of the second base material.

Abstract: A subframe mounting bush my include an outer pipe provided in a subframe and divided into at least two or more outer divided parts in a vertical direction, an inner pipe inwardly spaced apart from the outer pipe by a predetermined gap and divided into at least two or more inner divided parts in the vertical direction, and a buffering rubber interposed between the outer pipe and the inner pipe and divided into at least two or more rubber divided parts in the vertical direction.

Abstract: A torque rod apparatus for a vehicle may include a damper supported at an outer circumference thereof by a lower frame of the vehicle, with a first hollow portion being axially formed in the damper, an inner core inserted into the first hollow portion of the damper, with a second hollow portion being axially formed in the inner core, an insert opening formed partially through the damper and the inner core in a radial direction to allow an interior of the inner core and an exterior of the damper to be bored through, and a linkage connected at a first end thereof to a drive unit, with a through hole formed in a second end thereof, the second end being inserted into the insert opening to allow the linkage to be integrally coupled to the lower frame of the vehicle and the inner core.

Abstract: A subframe mounting bush my include an outer pipe provided in a subframe and divided into at least two or more outer divided parts in a vertical direction, an inner pipe inwardly spaced apart from the outer pipe by a predetermined gap and divided into at least two or more inner divided parts in the vertical direction, and a buffering rubber interposed between the outer pipe and the inner pipe and divided into at least two or more rubber divided parts in the vertical direction.

Abstract: A torque rod apparatus for a vehicle may include a damper supported at an outer circumference thereof by a lower frame of the vehicle, with a first hollow portion being axially formed in the damper, an inner core inserted into the first hollow portion of the damper, with a second hollow portion being axially formed in the inner core, an insert opening formed partially through the damper and the inner core in a radial direction to allow an interior of the inner core and an exterior of the damper to be bored through, and a linkage connected at a first end thereof to a drive unit, with a through hole formed in a second end thereof, the second end being inserted into the insert opening to allow the linkage to be integrally coupled to the lower frame of the vehicle and the inner core.