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 disclosure provides autotaxin (ATX) inhibitor compounds and compositions including said compounds. The present disclosure also provides methods of using said compounds and compositions for inhibiting ATX. Also provided are methods of preparing said compounds and compositions, and synthetic precursors of said compounds.

Abstract: A replaceable device or plate is provided, which can be inserted into an earring base. The devices or plates can be configured to substantially span an opening of an earring base while they are securely and removably attached to the earring base. The earring base may comprised of a substantially closed curve substantially surrounding a substantially central opening. The first device may include a designation, such as a letter, word or phrase, and a logo or symbol. The substantially closed curve may be substantially circular.

Abstract: A monitor housing has a front casing connected with a rear casing enclosing a cathode ray tube. The front casing has at least one snap portion at an upper rear surface of the same and at least one engaging pin at a lower rear surface. The rear casing has at least one engaging portion at an upper front surface for being detachable engaged with the front casing. At least one receiving hole is formed at a lower portion of the front surface, so that the rear casing is integrally engaged with the front casing in such a manner that the receiving hole is separately engaged to the engaging pin, and a snap pin engaged in the receiving hole for preventing the engaging pin from detaching from the receiving hole in the case that the engaging pin of the front casing is integrally engaged into the receiving hole of the rear casing for thereby significantly decreasing an assembling time with an easier assembling and disassembling operation of a front casing and a rear casing and enhancing an engaged state of the monitor.

Abstract: A monitor case assembly includes a front case section to which a cathode ray tube is fixed; a rear case section fastened to the front case section; and an intermediate case section interposed between the front and rear sections for reenforcing the case and preventing distortion in the case due to the weight of the cathode ray tube. The monitor case assembly also providing a more visually appealing exterior appearance.