Abstract: A method for extracting a dam emergency event based on a dual attention mechanism is provided. The method includes: performing data preprocessing, building a dependency graph, building a dual attention network, and filling a document-level argument. The performing data preprocessing includes labeling a dam emergency corpus and encoding sentences. Building a dependency graph includes assisting a model to mine a syntactic relation based on a dependency. Building a dual attention network includes weighing and fusing an attention network based on a graph transformer network (GTN) and capturing key semantic information in the sentence. Filling a document-level argument includes filling a document-level argument by detecting a key sentence and ordering a semantic similarity. The method introduces a dependency and overcomes the long-range dependency problem based on the dual attention mechanism, thus achieving high identification accuracy and reducing a lot of labor costs.

Abstract: An information sending method and device are provided, which include: obtaining M pieces of code block information corresponding to one codeword; performing the following processing on each of the M pieces of code block information to obtain N layers of output bit information: obtaining a quantity K of layers corresponding to one piece of the M pieces of code block information; obtaining a quantity of bits output after rate matching is performed on the one piece of code block information; and obtaining K layers of output bit information of the one piece of code block information based on the quantity of layers corresponding to the one piece of code block information and the quantity of bits output after rate matching is performed on the one piece of code block information; and modulating the N layers of output bit information and sending the modulated N layers of output bit information.

Abstract: Embodiments provide a communication method, a network side device, and a terminal device. When a quantity of minimum scheduling time units in one time of scheduling performed by a network side device is S, and the network side device and a terminal device transmit data in a first transmission mode, a target scheduling rule can be determined by the terminal device from N scheduling rules. The scheduling rule includes at least one of a quantity T of transport blocks in one time of scheduling and a mapping relationship between T transport blocks and S minimum scheduling time units in one time of scheduling. The first transmission mode is a single-antenna transmission scheme or a multi-antenna transmission scheme. Communication can be performed, by the network side device, with the terminal device according to the target scheduling rule. In this way, proper scheduling rules can be selected to adapt to different scenarios.

Abstract: Embodiments of this application provide a data transmission method, a network device, and a terminal device. The method includes: determining, by a network device, demodulation reference signal DMRS port groups, where a quantity of the DMRS port groups is greater than or equal to 2; and further, communicating, by the network device, data with a terminal device, where the data is corresponding to a transport block, the transport block is divided into at least one code block group CBG, and each of the at least one CBG is corresponding to one DMRS port group and is mapped to a transport layer corresponding to the one DMRS port group.

Abstract: Embodiments of the present invention provide an information transmission method, including: obtaining, by a first device, N layers of symbol data sequences; performing scrambling processing on each of the N layers of symbol data sequences, to obtain a scrambled signal; and sending the scrambled signal to a second device, where N is a positive integer. Such a method for multiplexing and transmitting a plurality of layers of information based on a scrambled signal can improve a system performance gain.

Abstract: Embodiments of this application provide a data transmission method, a network device, and a terminal device. The method includes: determining, by a network device, demodulation reference signal DMRS port groups, where a quantity of the DMRS port groups is greater than or equal to 2; and further, communicating, by the network device, data with a terminal device, where the data is corresponding to a transport block, the transport block is divided into at least one code block group CBG, and each of the at least one CBG is corresponding to one DMRS port group and is mapped to a transport layer corresponding to the one DMRS port group.

Abstract: Embodiments provide a communication method, a network side device, and a terminal device. When a quantity of minimum scheduling time units in one time of scheduling performed by a network side device is S, and the network side device and a terminal device transmit data in a first transmission mode, a target scheduling rule can be determined by the terminal device from N scheduling rules. The scheduling rule includes at least one of a quantity T of transport blocks in one time of scheduling and a mapping relationship between T transport blocks and S minimum scheduling time units in one time of scheduling. The first transmission mode is a single-antenna transmission scheme or a multi-antenna transmission scheme. Communication can be performed, by the network side device, with the terminal device according to the target scheduling rule. In this way, proper scheduling rules can be selected to adapt to different scenarios.

Abstract: An information sending method and device are provided, which include: obtaining M pieces of code block information corresponding to one codeword; performing the following processing on each of the M pieces of code block information to obtain N layers of output bit information: obtaining a quantity K of layers corresponding to one piece of the M pieces of code block information; obtaining a quantity of bits output after rate matching is performed on the one piece of code block information; and obtaining K layers of output bit information of the one piece of code block information based on the quantity of layers corresponding to the one piece of code block information and the quantity of bits output after rate matching is performed on the one piece of code block information; and modulating the N layers of output bit information and sending the modulated N layers of output bit information.

Abstract: Embodiments of the present invention provide an information transmission method, including: obtaining, by a first device, N layers of symbol data sequences; performing scrambling processing on each of the N layers of symbol data sequences, to obtain a scrambled signal; and sending the scrambled signal to a second device, where N is a positive integer. Such a method for multiplexing and transmitting a plurality of layers of information based on a scrambled signal can improve a system performance gain.