Abstract: The present invention relates to a context-based QA generation architecture, and an object of the present invention is to generate diverse QA pairs from a single context. To achieve the object, the present invention includes a latent variable generating network including at least one encoder and an artificial neural network (Multi-Layer Perceptron: MLP) and configured to train the artificial neural network using a first context, a first question, and a first answer, and generate a second question latent variable and a second answer latent variable by applying the trained artificial neural network to a second context, an answer generating network configured to generate a second answer by decoding the second answer latent variable, and a question generating network configured to generate a second question based on a second context and the second answer.

Abstract: The present invention relates to an foreign matter removal device, and more particularly, to an foreign matter removal device, in which a length of a main body portion is increased to correspond to a size of a large-scale cell for a vehicle, and a plurality of suction channels each having a swoosh shape is provided, thereby efficiently removing foreign substances produced during a process of manufacturing a cell for a vehicle.

Abstract: A display device according to an embodiment of the present disclosure includes a display panel including a first region, a second region, and a bending part disposed therebetween. A protection layer is disposed on the bending part and a part of the first region adjacent to the bending part. A polarization layer is disposed on the first region and is separated from the protection layer. At least one adhesive layer is disposed on the polarization layer. The at least one adhesive layer includes a first portion overlapping the polarization layer, a second portion covering a part of the protection layer on the first region, and a third portion disposed between the first portion and the second portion and disposed on a separation space between the polarization layer and the protection layer.

Abstract: Provided is a welding apparatus having a fume elimination function. The welding apparatus efficiently eliminates fume generated while a welding object is being welded using a laser.

Abstract: An apparatus for removing foreign substances in a container includes a conveying device for conveying a container having an opening portion, and a first nozzle for ejecting a gas toward the opening portion of the container, in which the first nozzle is disposed to be spaced apart from an imaginary vertical surface that runs through a center of the container, towards a first side, at a first spacing distance.