Abstract: An electronic device for providing contextual recommendations and a method therefor are provided. The electronic device includes a memory storing instructions, and at least one processor configured to execute the instructions to obtain text including characters, identify, based on a language model, a domain corresponding to the text, identify a reference of the characters based on the domain, and perform, based on the reference, an action related to the domain.

Abstract: Devices and methods are provided for adaptive multi-pass risk-based video encoding. A device may receive a segment of video frames encoded using first encoding parameters. The device may determine a group of pixels in a first video frame of the video frames. The device may determine characteristics associated with the group of pixels and may determine, based on the characteristics and a number of pixels in the group of pixels, a score associated with the segment, wherein the score is indicative of a visibility of banding compression artifact. The device may determine, based on the score, second encoding parameters associated with encoding the segment.

Abstract: An electronic device for providing contextual recommendations and a method therefor are provided. The electronic device includes a memory storing instructions, and at least one processor configured to execute the instructions to obtain text including characters, identify, based on a language model, a domain corresponding to the text, identify a reference of the characters based on the domain, and perform, based on the reference, an action related to the domain.

Abstract: A method for providing context based multimodal predictions in an electronic device is provided. The method includes detecting an input on a touch screen keyboard displayed on a screen of the electronic device. Further, the method includes generating one or more context based multimodal predictions based on the detected input from a language model. Furthermore, the method includes displaying the one or more context based multimodal predictions in the electronic device. An electronic device includes a processor configured to detect an input through a touch screen keyboard displayed on a screen of the electronic device, generate one or more context based multimodal predictions in accordance with the detected input from a language model, and cause the screen to display the one or more context based multimodal predictions in the electronic device.