International Business Machines Corporation

Beihang University

Yi Hui

Wei Sun

Rong Fu

Chang Jie Guo

Kuo Zhang

Yang Yang

Kaiquan Cai

Le Kang

Zhang Kuo

The deep semantic feature based few-shot intent recognition method for air traffic control instructions, belonging to the technical field of air traffic control; the method of the present invention solves technical problems in the prior art relating to incomplete and unreliable security situation awareness and semantic representation due to poor intent recognition ability for instructions with a small sample size, as well as difficulty in improving the applicability of models while keeping a small amount of labeled language information; the present invention uses the one obtained air traffic control instruction set to construct a domain language model and adopts an unsupervised learning method to enhance the mining and representation of deep-level features of air traffic control air-ground communication, thereby further improving the reliability of safety situation awareness and semantic representation.

Deep semantic feature based few shot intent recognition method for air traffic control instructions

Disclosed are a method, apparatus, and computer program, product for mashing up web applications. The method includes: obtaining at least two document object models (DOM) corresponding to at least two web applications respectively; merging nodes of the at least two document object models to obtain a new document object model; connecting, on the new document object model, the nodes belonging respectively to the at least two document object models; and obtaining a new web application from the new document object model after connection.

Method and apparatus for mashing up web applications

A method and apparatus for transferring resources from a server to a client, wherein the resources are for an object in an application. According to the present invention, resources needed by the object are determined. Resources which have usages that are less than a threshold according to statistics are removed from the determined resources. The remainder of the determined resources, which are needed by the object, is transferred to the client. According to the present invention, users do not have to wait for a long time before they can see a web page.

Method and apparatus for resource transfer

A method and apparatus for reliable mashup. The method includes the steps of: intercepting a data update request submitted by a client browser to one or more of a plurality of services for providing mashup page data; performing consistency validation on the data update request using consistency rules; and, in response to a successful validation, forwarding the data update request to the one or more of the plurality of services.

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Beijing, China

Yi Hui