Abstract: This application discloses a session information processing method and device, and a storage medium. The method includes: extracting a to-be-analyzed sentence and preceding sentences of the to-be-analyzed sentence from a session; performing word segmentation on the to-be-analyzed sentence and the preceding sentences, to obtain a first feature set including a plurality of first features; extracting a second feature set including one or more second features from a first word set corresponding to the to-be-analyzed sentence and a second word set corresponding to the preceding sentences, one second feature including a phrase or sentence including a first word and a second word, the first word being one or more words in the first word set, and the second word being one or more words in the second word set; and determining, according to the first feature set and the second feature set, a sentence category to which the to-be-analyzed sentence belongs.

Abstract: A dialog generation method, apparatus, and device, and a storage medium are provided. The method includes converting each term in a Kth round of a query sentence into a first word vector, and calculating a positive latent vector and a negative latent vector of each term according to the first word vector, where K denotes a positive integer greater than or equal to 2. A content topic of the Kth round of the query sentence is obtained, and converted into a second word vector. An initial latent vector output for the Kth round of the query sentence is determined according to the second word vector, the positive latent vector of a last term in the Kth round of the query sentence, a latent vector of a last term in a (K-1)th round of a reply sentence output for a (K-1)th round of the query sentence, and an initial latent vector of the (K-1)th round of the reply sentence output for the (K-1)th round of the query sentence.

Abstract: This application discloses a session information processing method and device, and a storage medium. The method includes: extracting a to-be-analyzed sentence and preceding sentences of the to-be-analyzed sentence from a session; performing word segmentation on the to-be-analyzed sentence and the preceding sentences, to obtain a first feature set including a plurality of first features; extracting a second feature set including one or more second features from a first word set corresponding to the to-be-analyzed sentence and a second word set corresponding to the preceding sentences, one second feature including a phrase or sentence including a first word and a second word, the first word being one or more words in the first word set, and the second word being one or more words in the second word set; and determining, according to the first feature set and the second feature set, a sentence category to which the to-be-analyzed sentence belongs.

Abstract: A dialog generation method, apparatus, and device, and a storage medium are provided. The method includes converting each term in a Kth round of a query sentence into a first word vector, and calculating a positive latent vector and a negative latent vector of each term according to the first word vector, where K denotes a positive integer greater than or equal to 2. A content topic of the Kth round of the query sentence is obtained, and converted into a second word vector. An initial latent vector output for the Kth round of the query sentence is determined according to the second word vector, the positive latent vector of a last term in the Kth round of the query sentence, a latent vector of a last term in a (K?1)th round of a reply sentence output for a (K?1)th round of the query sentence, and an initial latent vector of the (K?1)th round of the reply sentence output for the (K?1)th round of the query sentence.

Abstract: A mounting apparatus includes a receiving tray receiving a data storage device, a rack receiving the receiving tray, a rotatable shaft, two pivoting members fixed to the rotatable shaft, two resilient members, and a cover detachably mounted to the rack. The clamping protrusion protrudes out from the receiving tray. The rotatable shaft includes a latching portion. The resilient members are mounted to the corresponding pivoting members, and each resilient member resists against the rack and the corresponding pivoting member. When the cover is mounted to the rack, the pivoting members are rotated together with the rotatable shaft. Therefore, the latching portion rotates to engage with the clamping protrusion, and the resilient members are deformed. When the cover is removed from the rack, the resilient members are released to rotate the pivoting members together with the rotatable shaft. The latching portion rotates to disengage from the clamping protrusion.

Abstract: A mounting apparatus includes a receiving tray receiving a data storage device, a rack receiving the receiving tray, a rotatable shaft, two pivoting members fixed to the rotatable shaft, two resilient members, and a cover detachably mounted to the rack. The clamping protrusion protrudes out from the receiving tray. The rotatable shaft includes a latching portion. The resilient members are mounted to the corresponding pivoting members, and each resilient member resists against the rack and the corresponding pivoting member. When the cover is mounted to the rack, the pivoting members are rotated together with the rotatable shaft. Therefore, the latching portion rotates to engage with the clamping protrusion, and the resilient members are deformed. When the cover is removed from the rack, the resilient members are released to rotate the pivoting members together with the rotatable shaft. The latching portion rotates to disengage from the clamping protrusion.

Abstract: A system for resuming downloading from interruption points includes an application server (1), a local database (5), and client computers (3). The client computers are provided for users to set download conditions which define a scope of a download. The application server includes a data downloading module (11), a download record determining module (12), and an interruption point obtaining module (13). The download record determining module determines whether any download record exists in the local database, in which data were downloaded according to the same download conditions as a current download. If such download record exists in the local database, the interruption point obtaining module obtains a serial number of the last data item registered in the download record, and the data downloading module downloads data from said last data item only. The local database is for storing all the data used and generated by the system.