Sony Corporation

Nippon Telegraph and Telephone Corporation

Ntt Corporation

Makoto Morishita

Jun Suzuki

Masaaki Nagata

Yoichiro Sako

Akira Tange

Yuki Koga

Kazutoshi Serita

Katsumi Ando

Hidetaka Kamigaito

Toru Yamamuro

An information learning apparatus includes a memory and a processor configured to perform generating, for each of processing units constituting an input sequence included in training data, a third embedded vector based on a first embedded vector for the processing unit and a second embedded vector corresponding to an unknown word; executing a process based on a learning target parameter, with the third embedded vector generated for each of the processing units as an input; and learning, for a processing result by the executing, the parameter based on an error of an output corresponding to the input sequence in the training data.

Embedding an unknown word in an input sequence

This disclosure relates to a device, a method, and a program capable of removing erroneous data from learning data used for machine learning used in natural language processing, for example. The method includes storing a forward direction learned model of a discrete series converter. The model is trained based on a plurality of pairs of discrete series of texts. Each pair comprises a first discrete series indicates an input of discrete series. A second discrete series indicates an output of discrete series. The first discrete series and the second discrete series are correctly associated. The method further includes converting the first discrete series to the second discrete series, and generating a quality score using the forward direction learned model, using a second learning pair of discrete series texts including an error in relationship.

Learning quality estimation device, method, and program

There is provided an information processing device including a characteristic detection unit that detects a characteristic of a battery and a characteristic of an operating device that operates using electric power obtained from the battery, a symbol setting unit that sets one symbol on which information corresponding to the detected characteristics is reflected, and a display control unit that causes the set symbol to be displayed.

Information processing device, information processing method, and program

Growing community of inventors

Tokyo, Japan

Makoto Morishita