4 results about "Language construct" patented technology

Data is received that includes a passage of text. The passage of text can be tokenized so that features can be extracted from the resulting tokens. One or more machine learning models can detect one or more metaphors within the passage of text using the extracted features. The at least one machine learning model can be trained, for example, by interleaving data relating to metaphors with data relating to one or more auxiliary tasks associated with related figurative language constructs. Data can then be provided that identifies the detected metaphors. Related apparatus, systems, techniques and articles are also described.

Disclosed herein are system, method, and computer program product aspects for generating a connector using a connectivity language, which would generate a basic connectivity model from an artifact and allow for customization by developers, enabling reusability and support for new artifacts across different platforms. The methods include generating connectors for an external platform using the connectivity language and translating artifacts from the external platform using said connectors. The translated artifacts are used to connect an integration platform with an external platform.

Techniques for specifying and implementing a software application targeted for execution on a multiprocessor array (MPA). The MPA may include a plurality of processing elements, supporting memory, and a high bandwidth interconnection network (IN), communicatively coupling the plurality of processing elements and supporting memory. In some embodiments, software code may specify one or more cell definitions that include: program instructions executable to perform a function and one or more language constructs. The software code may further instantiate first, second, and third cell instances, each of which is an instantiation of one of the one or more cell definitions, where the instantiation includes configuration of the one or more language constructs such that: the first and second cell instances communicate via respective communication ports and the first and second cell instances are included in the third cell instance.

The application relates to the field of artificial intelligence, and provides an API entity-relation joint extraction method and system based on dynamic prompting, which comprises the following steps: obtaining and marking a small amount of API text to obtain marked data; based on API entity and relation characteristics, a dynamic prompt capable of jointly extracting API entity-relation is constructed; based on the dynamic prompt, a structured extraction language is constructed; based on the structured extraction language, a training set and a test set are constructed; based on the training set and the test set, a large pre-training language model is fine-tuned to output a structured extraction language corresponding to API text, and joint extraction of API entity-relation is constructed. The application reduces the extraction difficulty of API entity-relation through dynamic prompting, and improves the extraction accuracy; only a small amount of data needs to be marked, and a large amount of API knowledge stored in the large pre-training language can be activated, so that the excessive manual work of the existing method is relieved, the extraction cost is reduced, and the extraction efficiency is improved.