Abstract: The disclosure discloses a method and an apparatus for training a dialog generation model, and a dialog generation method and apparatus, and relates to the field of artificial intelligence. The method includes: encoding a context sample to obtain a first latent variable, and recognizing the first latent variable to obtain a prior latent variable; encoding a response sample to obtain a second latent variable; encoding a response similar sample to obtain a third latent variable; performing recognition according to a Gaussian mixture distribution of the first latent variable, the second latent variable, and the third latent variable to obtain a posterior latent variable; and matching the prior latent variable with the posterior latent variable, and performing adversarial training on a dialog generation model.

Abstract: Embodiments of the disclosure provide an information processing method, an information processing apparatus, and a storage medium. The method includes: obtaining source data; encoding sub-data in the source data based on a target word feature vector to obtain hidden feature vectors corresponding to the sub-data, the target word feature vector representing a sentiment feature standard; obtaining a word feature vector corresponding to the source data based on the hidden feature vectors corresponding to the sub-data; and inputting the word feature vector into a preset sentiment classification network to obtain a result of sentiment polarity prediction of the source data. According to the embodiments of the disclosure, the accuracy of sentiment polarity prediction may be improved.

Abstract: Embodiments of the present application disclose a supporting device, which relates to the field of display technologies. The supporting device includes: a supporting frame configured to support a display screen, the supporting frame defining a supporting chamber therein; at least one storing chamber for storing a flowing medium, the storing chamber being communicated with the supporting chamber through a channel; and an assisting member, configured to make the flowing medium flow between the supporting chamber and the storing chamber. In the embodiments of the present application, the supporting device can facilitate the display screen to realize functions of touch and support, and realize the portability of a large-screen display device.

Abstract: Embodiments of the present application disclose a supporting device, which relates to the field of display technologies. The supporting device includes: a supporting frame configured to support a display screen, the supporting frame defining a supporting chamber therein; at least one storing chamber for storing a flowing medium, the storing chamber being communicated with the supporting chamber through a channel; and an assisting member, configured to make the flowing medium flow between the supporting chamber and the storing chamber. In the embodiments of the present application, the supporting device can facilitate the display screen to realize functions of touch and support, and realize the portability of a large-screen display device.

Abstract: A device and method for cultivating cells are provided, wherein a cell cultivating layer is formed on a surface of a substrate, and a temperature-responsive layer having a plurality of temperature-responsive polymer with magnetic objects is formed on a surface of the cell cultivating layer. When a controlling characteristic exerted on the temperature-responsive layer is varied, a plurality of cells can be adhered on the cell cultivating layer or detached therefrom. When the device is utilized, a temperature control step is operated to control environmental temperature at a first temperature for inducing temperature-responsive polymers becoming hydrophobic whereby the plurality of cells are adhered on the cell cultivating layer. In addition, the alternating magnetic field is utilized to rise temperature of the temperature-responsive polymers so that the plurality of cells can be kept being adhered on the cell cultivating layer at a second temperature lower than the first temperature.

Abstract: A data processing method of establishing an input recommendation is provided. The method establishes an inverted index having a variable prefix length based on entry number distribution, thus preventing the established inverted index from generating a number of index entries that are rarely used, and reducing the redundancy of the input recommendation index that is created.

Abstract: A data processing method of establishing an input recommendation is provided. The method establishes an inverted index having a variable prefix length based on entry number distribution, thus preventing the established inverted index from generating a number of index entries that are rarely used, and reducing the redundancy of the input recommendation index that is created.