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Thorne et al., 2021 - Google Patents

Database reasoning over text

Thorne et al., 2021

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Document ID
15375409130751083179
Author
Thorne J
Yazdani M
Saeidi M
Silvestri F
Riedel S
Halevy A
Publication year
Publication venue
arXiv preprint arXiv:2106.01074

External Links

Snippet

Neural models have shown impressive performance gains in answering queries from natural language text. However, existing works are unable to support database queries, such as" List/Count all female athletes who were born in 20th century", which require …
Continue reading at arxiv.org (PDF) (other versions)

Classifications

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    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30634—Querying
    • G06F17/30657—Query processing
    • G06F17/30675—Query execution
    • G06F17/30684—Query execution using natural language analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
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    • G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30386—Retrieval requests
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    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2765—Recognition
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    • G06F17/30705—Clustering or classification
    • G06F17/3071—Clustering or classification including class or cluster creation or modification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
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    • G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30289—Database design, administration or maintenance
    • G06F17/30303—Improving data quality; Data cleansing
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    • G06Q10/00—Administration; Management

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