Samsung Electronics Co., Ltd.

Yoonjin Yoon

Yoonjung Choi

Sangha Kim

Hakjung Kim

Seokchan Ahn

Beomseok Lee

Hyojung Han

Indong Lee

A method performed by a server is provided. The method includes, in response to input information being processed by the first model in the terminal, receiving, from the terminal, intermediate data output from a first layer included in a shared portion of the first model, obtaining the first model and a second model, which are pretrained by including the shared portion, obtaining correct answer data for the input information by inputting the intermediate data as an output of the first layer to the first layer included in the shared portion of the second model, in response to the intermediate data being input as the output of the first layer to the first layer included in the shared portion of the first model, refining the first model so that the correct answer data may be output from the first model, and transmitting information about the refined first model to the terminal.

Server for refining model in terminal and operation method thereof

A method is provided. The method includes receiving a speech input in a first language from a first device; obtaining, by using an artificial intelligence (AI) model, an estimated interpretation time that indicates a time expected to be required to interpret the speech input in the first language into a second language; transmitting, based on the estimated interpretation time, interpretation situation information to at least one of the first device or a second device; interpreting the speech input in the first language into the second language; and transmitting, to the second device a result of the interpreting of the speech input into the second language.

Method and apparatus for providing interpretation situation information to one or more devices based on an accumulated delay among three devices in three different languages

An electronic apparatus configured to acquire information on a plurality of candidate texts corresponding to input speech of a user through a general speech recognition module, determine text corresponding to the input speech from among the plurality of candidate texts using a trained personal language model, and output the text as a result of speech recognition of the input speech.

Electronic apparatus and controlling method thereof

An electronic device is provided. The electronic device includes a memory and a processor. The processor is configured to, based on acquiring a first sentence in a first language, determine whether to correct the first sentence to another sentence in the first language by using a second language model trained based on a learning corpus, and based on determining to correct the first sentence to another sentence in the first language, input the first sentence into a conversion model trained to acquire another sentence having a similarity greater than or equal to a threshold value to an input sentence and acquire a second sentence in the first language which is a corrected form of the first sentence, and based on acquiring the second sentence, input the second sentence into a translation model trained based on the learning corpus and acquire a third sentence in a second language.

Electronic device and controlling method of electronic device

A method and an apparatus for providing a user interface by using an AI system are provided. The method includes displaying an input window for displaying a text input, on a first region of the screen, and displaying a first user interface on a second region of the screen, the first user interface being provided to select a symbol, receiving a user input for selecting a first symbol through the first user interface, when the user input is determined as a first input event for inputting a text between the first symbol and a second symbol used as a pair with the first symbol based on a user input pattern, displaying the first symbol and the second symbol on the input window, and changing the first user interface displayed on the second region into a second user interface for inputting a text between the first symbol and the second symbol.

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Suwon-si, South Korea

Yoonjin Yoon