MLchartDataset catalogue

Dataset · MLC-0201 · [FULL TEXT]

Patents full text

1Description

Patents full text. 5,000 patent publications with bibliographic data, abstracts, full claims and CPC classification. Each publication has its own page with bibliographic data in INID order, the abstract, every claim and the opening of the description.

2Schema

Table 1. Fields and coverage
FieldTypeDescriptionExampleCoverage
publication_numberstringPublication number with kind codeUS2026107667A1100.0%
countrystringPublishing office (ISO 3166 code)US100.0%
kindstringKind codeA1100.0%
titlestringTitle of the inventionDisplay device100.0%
abstractstringAbstractA display device includes a substrate having a...100.0%
claimsarrayClaims, in order1. A display device comprising: a substrate having a...100.0%
description_excerptstringOpening of the descriptionThe present disclosure relates to robotic inspection and...20.2%
cpcarrayCPC classification symbolsH10K 59/8792, H10K 59/131100.0%
ipcarrayIPC classification symbolsB25J 9/16, G01N 21/8820.1%
assigneesarrayAssignees or applicantsGECKO ROBOTICS INC94.0%
inventorsarrayInventorsPADGETT JENNIFER, LOY HANNAH, DICKERHOFF RYAN20.1%
filing_datedateFiling date2025-03-2899.9%
publication_datedatePublication date2026-04-16100.0%
grant_datedateGrant date2026-04-1481.7%
priority_datedateEarliest priority date2024-10-1499.3%
application_numberstringApplication number19/094,37199.9%
family_idstringPatent family identifier9821908098.5%
citationsarrayCited publicationsKR20010012220A, US2022312710A1, US6245717B194.6%

3Sample records

Sample record: US12452531B2

{
  "publication_number": "US12452531B2",
  "country": "US",
  "kind": "B2",
  "title": "Apparatus and method for controlling a robot photographer with semantic intelligence",
  "abstract": "An electronic device for controlling a photographic system may obtain a video stream and a user query for a target event, obtain a set of photos from the video stream, obtain at least one photoshoot suggestion based on the user query via a language model, obtain a snapped photo for the target event based on the at least one photoshoot suggestion, in response to a given video frame included in the video stream satisfying a target content criterion, and output one or more photos selected from the set of photos and the snapped photo as event photos.",
  "claims": [
    "1. An electronic device for controlling a photographic system, the electronic device comprising: a memory storing one or more instructions; and one or more processors configured to: obtain a video stream and a user query for a target event; obtain a set of photos from the video stream; obtain at least one photoshoot suggestion based on the user query via a language model; obtain a snapped photo for the target event based on the at least one photoshoot suggestion, in response to a given video frame included in the video stream satisfying a target content criterion; and output one or more photos selected from the set of photos and the snapped photo as event photos.",
    "2. The electronic device of claim 1, wherein the given video frame meets the target content criterion when a similarity score between a text embedding extracted from the current video frame and an image embedding extracted from the at least one photoshoot suggestion, is greater than similarity scores between each of text embeddings extracted from previous video frames within the video stream and the image embedding extracted from the at least one photoshoot suggestion."
  ],
  "description_excerpt": "1. Field The disclosure relates to an apparatus and a method for controlling a robot photographer with semantic intelligence, and particularly, to an apparatus and a method for controlling the robot photographer to capture event photos by interpreting user queries through a large language model. 2...",
  "cpc": [
    "H04N 23/66",
    "B25J 11/00",
    "B25J 13/003",
    "B25J 19/023",
    "B25J 9/163",
    "B25J 9/1679",
    "B25J 9/1697",
    "G06F 3/167",
    "G06F 40/00",
    "G06F 40/30",
    "G06T 2207/10016",
    "G06T 2207/30244",
    "G06T 7/70",
    "H04N 23/61",
    "H04N 23/64",
    "H04N 23/667",
    "H04N 23/695",
    "H04N 23/90"
  ],
  "ipc": [
    "B25J 13/00",
    "B25J 19/02",
    "B25J 9/16",
    "G06T 7/70",
    "H04N 23/66"
  ],
  "assignees": [
    "SAMSUNG ELECTRONICS CO LTD"
  ],
  "inventors": [
    "RIVKIN DMITRIY",
    "DUDEK GREGORY LEWIS"
  ],
  "filing_date": "2023-09-26",
  "publication_date": "2025-10-21",
  "grant_date": "2025-10-21",
  "priority_date": "2022-09-29",
  "application_number": "US-202318373078-A",
  "family_id": "90470253",
  "citations": [
    "CN106101536A",
    "CN113228620A",
    "CN115002340A",
    "EP4195658A1",
    "JP2006254222A",
    "JP2007306200A",
    "KR102458463B1",
    "KR20140147462A",
    "US10094655B2",
    "US12309447B2",
    "US2016019240A1",
    "US2020372116A1",
    "US2021117471A1",
    "US2022166919A1",
    "US2022172426A1",
    "US2024412542A1",
    "US2025104392A1",
    "US9570107B2",
    "WO2018097889A1",
    "WO2021028656A1",
    "WO2022011534A1",
    "WO2022226140A1"
  ]
}

4Browse

Table 2. Patents by CPC section
SectionTitlePatents
AHuman necessities1,096
BPerforming operations; transporting1,849
CChemistry; metallurgy744
DTextiles; paper101
EFixed constructions271
FMechanical engineering; lighting; heating; weapons; blasting890
GPhysics1,725
HElectricity1,475
YGeneral tagging of new technological developments1,145
Table 3. Patents by publication year
YearPatents
202674
202565
2024122
2023105
2022181
2021188
2020218
2019305
2018245
2017302
2016219
201579
201473
201381
201273
201195
2010107
200960
200840
200744
200651
200572
2004126
2003178
2002168
2001194
2000171
199995
1998113
199782
199662
199570
199468
199357
199262
199165
199056
198949
198833
198741
198629
198534
198436
198320
198219
198142
198025
197931
197836
197742
197631
197536
197443
197330
197232
197122
19681
19661
19651

5Uses

  • Prior-art retrieval and semantic search over claims and abstracts
  • Training and evaluating claim, abstract and title generation models
  • Technology classification with CPC labels
  • Assignee and inventor analytics for research and investment

6Citation

@misc{mlchart_patents_2026,
  title     = {Patents full text},
  author    = {MLchart},
  publisher = {MLchart},
  year      = {2026},
  version   = {2026.10},
  url       = {https://mlchart.com/patents/}
}

MLchart. (2026). Patents full text (Version 2026.10) [Data set]. https://mlchart.com/patents/

7Access

The full Patents full text dataset (MLC-0201), 5,000 records. Delivered as JSONL, CSV or Parquet under a commercial licence.

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