Samsung Electronics Co., Ltd.

Beijing Baidu Netcom Science and Technology Co., Ltd.

Beijing Baidu Netcom Science Technology Co., Ltd

Lijie Wang

Tingting Li

Xinyan Xiao

Mei Tu

Ao Zhang

Bo Yu

Fan Zhang

Shuai Zhang

Ke Wei Sun

Huadong Wang

Yue Chang

Xiangfeng Meng

Yuntao Zhang

The application provides a device control method, a conflict processing method, a corresponding apparatus, and an electronic device. The method includes: acquiring an input instruction of user; acquiring at least one of the following information: user information, environmental information, device information; determining at least one execution device of the input instruction based on the acquired information and the input instruction; controlling the at least one execution device to perform a corresponding operation. The present application can determine at least one optimal execution device by using at least one of the obtained input instruction and the user information, the environment information, and the device information when the user does not specify the specific execution device, thereby better responding to the user.

Device control method, conflict processing method, corresponding apparatus and electronic device

The disclosure provides a method for generating a query statement. The method includes: determining a first vector representation based on known nodes in a first syntax tree corresponding to a query statement to be generated; determining a target generation strategy corresponding to a target node to be generated based on the first vector representation and a preset copy reference matrix; generating the target node based on the first vector representation or a second vector representation by performing the target generation strategy, in which the second vector representation is a vector representation corresponding to an adjacent query statement prior to the query statement to be generated; and generating the query statement based on the known nodes and a terminator in response to the target node being the terminator.

Method for generating query statement, electronic device and storage medium

A method for providing multimodal translation of a content in a source language is provided. The method includes receiving a user input with respect to a translation request of text included in the content, in response to receiving the user input, acquiring a multimodal input from the content, the multimodal input including location information related to the content other multimodal inputs, generating scene information representing the multimodal input related to the content by using a fusion layer based on the location information and the other multimodal inputs, identifying a candidate word set in a target language, determining at least one candidate word from the candidate word set based on the scene information, and translating the text included in the content into the target language using a translation model based on the determined at least one candidate word.

Multimodal translation method, apparatus, electronic device and computer-readable storage medium

The present disclosure provides a method and apparatus for acquiring a pre-trained model, an electronic device and a storage medium, and relates to the field of artificial intelligence, such as the natural language processing field, the deep learning field, or the like. The method may include: adding, in a process of training a pre-trained model using training sentences, a learning objective corresponding to syntactic information for a self-attention module in the pre-trained model; and training the pre-trained model according to the defined learning objective. The solution of the present disclosure may improve a performance of the pre-trained model, and reduce consumption of computing resources, or the like.

Method and apparatus for acquiring pre-trained model, electronic device and storage medium

The present disclosure provides a data pair generating method, apparatus, electronic device and storage medium, and the field of artificial intelligence such as natural language processing and deep learning. The method may include: generating M SQL query statements for a given database, where M is a positive integer greater than one; performing the following processing for each SQL query statement: dividing the SQL query statement into at least one SQL clause; obtaining a question description corresponding to each SQL clause; combining the question descriptions to obtain a question corresponding to the SQL query statement. The solution of the present disclosure may be applied to save manpower and time costs.

Data pair generating method, apparatus, electronic device and storage medium

Embodiments of the present disclosure provide a method and apparatus for outputting a structured query sentence. The method may include: acquiring a to-be-converted natural language sentence; inputting the to-be-converted natural language sentence into a pre-trained sequence to sequence model to obtain an action sequence corresponding to the to-be-converted natural language sentence; generating a directed acyclic graph according to the action sequence; and outputting a structured query sentence corresponding to the generated directed acyclic graph according to a preset corresponding relationship between a directed acyclic graph and a structured query sentence.

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Beijing, China

Lijie Wang