Abstractive summarization of information technology issues using a method of generating comparatives
AssigneeKyndryl, Inc.
InventorsNaga A. Ayachitula, Rohit Khandekar, Upendra Sharma
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Abstract
Embodiments relate to providing automated text summarization techniques for capturing and conveying information technology (IT) records with numerical data. A technique is executed by one or more processors and includes receiving an IT record comprising text and numerical data, normalizing the numerical data into normalized numerical data, transforming the normalized numerical data into comparative and superlative adjectival terms and rewriting the text to include the comparative and superlative adjectival terms for output as a rewritten IT record.
Claims24
A computer-implemented method for automated abstractive information technology (IT) summary generation, the computer-implemented method being executed by one or more processors and comprising:
- receiving an IT record comprising text and numerical data;
- normalizing the numerical data into normalized numerical data;
- transforming the normalized numerical data into comparative and superlative adjectival terms;
- and
- rewriting the text to include the comparative and superlative adjectival terms for output as a rewritten IT record.
A system comprising:
- a memory having computer readable instructions;
- and
- one or more processors for executing the computer readable instructions, the computer readable instructions controlling the one or more processors to perform operations for automated abstractive information technology (IT) summary generation comprising:
- receiving an IT record comprising text and numerical data;
- normalizing the numerical data into normalized numerical data;
- transforming the normalized numerical data into comparative and superlative adjectival terms;
- and
- rewriting the text to include the comparative and superlative adjectival terms for output as a rewritten IT record.
A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by one or more processors to cause the one or more processors to perform operations for automated abstractive information technology (IT) summary generation comprising:
- receiving an IT record comprising text and numerical data;
- normalizing the numerical data into normalized numerical data;
- transforming the normalized numerical data into comparative and superlative adjectival terms;
- and
- rewriting the text to include the comparative and superlative adjectival terms for output as a rewritten IT record.
Dependencies are inferred from the claim text.