Invention Grant
- Patent Title: Context-aware sentence compression
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Application No.: US16505749Application Date: 2019-07-09
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Publication No.: US11080317B2Publication Date: 2021-08-03
- Inventor: Odellia Boni , Doron Cohen , Guy Feigenblat , David Konopnicki , Haggai Roitman
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Dvir Gassner
- Main IPC: G06F16/34
- IPC: G06F16/34 ; G06F16/33 ; G06F16/383 ; G06F16/31 ; G06F40/253

Abstract:
A method comprising receiving digital documents, a query statement, and a summary length constraint; identifying, for each of said digital documents, a sentence subset, based, at least in part, on said query statement, a modified version of said summary length constraint, and a first set of quality objectives, generating, for each of said sentence subsets, a random forest representation; iteratively (i) sampling, from each of said random forest representations, a plurality of tokens to create a corresponding candidate document summary, based, at least in part, on weights assigned to each of said tokens, (ii) assigning a quality ranking to said candidate document summary, based, at least in part, on said first set of quality objectives and a second set of quality objectives, and (iii) adjusting said weights, based, at least in part, on said quality rankings; and outputting a highest ranking said candidate document as a compressed summary.
Public/Granted literature
- US20210011937A1 CONTEXT-AWARE SENTENCE COMPRESSION Public/Granted day:2021-01-14
Information query