ICYMI: How does GROBID use Crossref metadata to make bibliographic information extracted from scholarly PDFs more accurate and complete?
Over 100 million requests from GROBID clients reached the Crossref REST API in Q1 2026!
Read more: https://doi.org/10.64000/ngecn-xs774
#openmetadata
Over 100 million requests from GROBID clients reached the Crossref REST API in Q1 2026!
Read more: https://doi.org/10.64000/ngecn-xs774
#openmetadata
November 4, 2026 at 3:59 PM
ICYMI: How does GROBID use Crossref metadata to make bibliographic information extracted from scholarly PDFs more accurate and complete?
Over 100 million requests from GROBID clients reached the Crossref REST API in Q1 2026!
Read more: https://doi.org/10.64000/ngecn-xs774
#openmetadata
Over 100 million requests from GROBID clients reached the Crossref REST API in Q1 2026!
Read more: https://doi.org/10.64000/ngecn-xs774
#openmetadata
🚨 EUVD-2026-118414
📊 7.5/10
🏢 grobidOrg
📝 GROBID is machine learning software for extracting information from scholarly documents. Prior to 0.9.1, the unauthenticated /api/modelTraining endpoi...
🔗 https://euvd.enisa.europa.eu/vulnerability/EUVD-2026-118414
#cybersecurity #infosec #cve #euvd
📊 7.5/10
🏢 grobidOrg
📝 GROBID is machine learning software for extracting information from scholarly documents. Prior to 0.9.1, the unauthenticated /api/modelTraining endpoi...
🔗 https://euvd.enisa.europa.eu/vulnerability/EUVD-2026-118414
#cybersecurity #infosec #cve #euvd
November 10, 2026 at 12:08 AM
🚨 EUVD-2026-118414
📊 7.5/10
🏢 grobidOrg
📝 GROBID is machine learning software for extracting information from scholarly documents. Prior to 0.9.1, the unauthenticated /api/modelTraining endpoi...
🔗 https://euvd.enisa.europa.eu/vulnerability/EUVD-2026-118414
#cybersecurity #infosec #cve #euvd
📊 7.5/10
🏢 grobidOrg
📝 GROBID is machine learning software for extracting information from scholarly documents. Prior to 0.9.1, the unauthenticated /api/modelTraining endpoi...
🔗 https://euvd.enisa.europa.eu/vulnerability/EUVD-2026-118414
#cybersecurity #infosec #cve #euvd
🟠 CVE-2026-123356 - High (7.5)
GROBID is machine learning software for extracting information from scholarly documents. Prior to...
https://www.thehackerwire.com/vulnerability/CVE-2026-123356/
#infosec #cybersecurity #CVE #vulnerability #security #patchstack
GROBID is machine learning software for extracting information from scholarly documents. Prior to...
https://www.thehackerwire.com/vulnerability/CVE-2026-123356/
#infosec #cybersecurity #CVE #vulnerability #security #patchstack
November 6, 2026 at 7:32 PM
🟠 CVE-2026-123356 - High (7.5)
GROBID is machine learning software for extracting information from scholarly documents. Prior to...
https://www.thehackerwire.com/vulnerability/CVE-2026-123356/
#infosec #cybersecurity #CVE #vulnerability #security #patchstack
GROBID is machine learning software for extracting information from scholarly documents. Prior to...
https://www.thehackerwire.com/vulnerability/CVE-2026-123356/
#infosec #cybersecurity #CVE #vulnerability #security #patchstack
🚨 EUVD-2026-118418
📊 n/a
🏢 grobidOrg
📝 GROBID is machine learning software for extracting information from scholarly documents. Prior to 0.9.1, the Linux non-server PDF conversion path in grob...
🔗 https://euvd.enisa.europa.eu/vulnerability/EUVD-2026-118418
#cybersecurity #infosec #cve #euvd
📊 n/a
🏢 grobidOrg
📝 GROBID is machine learning software for extracting information from scholarly documents. Prior to 0.9.1, the Linux non-server PDF conversion path in grob...
🔗 https://euvd.enisa.europa.eu/vulnerability/EUVD-2026-118418
#cybersecurity #infosec #cve #euvd
November 7, 2026 at 8:01 PM
🚨 EUVD-2026-118418
📊 n/a
🏢 grobidOrg
📝 GROBID is machine learning software for extracting information from scholarly documents. Prior to 0.9.1, the Linux non-server PDF conversion path in grob...
🔗 https://euvd.enisa.europa.eu/vulnerability/EUVD-2026-118418
#cybersecurity #infosec #cve #euvd
📊 n/a
🏢 grobidOrg
📝 GROBID is machine learning software for extracting information from scholarly documents. Prior to 0.9.1, the Linux non-server PDF conversion path in grob...
🔗 https://euvd.enisa.europa.eu/vulnerability/EUVD-2026-118418
#cybersecurity #infosec #cve #euvd
Back in Berlin! 🇩🇪 Presenting FOSSIL with @[Christian Boulanger]: a new dataset to dig up citations hidden in footnotes of Law & Humanities publications.
We’re building a specialised #GROBID flavour for these messy references, with help from AI.
#DigitalHumanities #OpenScience
We’re building a specialised #GROBID flavour for these messy references, with help from AI.
#DigitalHumanities #OpenScience
November 6, 2026 at 9:01 AM
Back in Berlin! 🇩🇪 Presenting FOSSIL with @[Christian Boulanger]: a new dataset to dig up citations hidden in footnotes of Law & Humanities publications.
We’re building a specialised #GROBID flavour for these messy references, with help from AI.
#DigitalHumanities #OpenScience
We’re building a specialised #GROBID flavour for these messy references, with help from AI.
#DigitalHumanities #OpenScience
J'adore le nom de ce soft.
GitHub - grobidOrg/grobid: A machine learning software for extracting information from scholarly documents
A machine learning software for extracting information from scholarly documents - grobidOrg/grobid
github.com
October 22, 2026 at 4:56 PM
J'adore le nom de ce soft.
Indeed "self generated". Based on 1/ references data in sources 2/ PDF extraction through Grobid 3/ filtered by texts already present in the database. It will change in 2027 when we will finally have the whole Crossref database included. (1/3)
October 14, 2026 at 9:01 PM
Indeed "self generated". Based on 1/ references data in sources 2/ PDF extraction through Grobid 3/ filtered by texts already present in the database. It will change in 2027 when we will finally have the whole Crossref database included. (1/3)
Research Tools: How Grobid Uses CrossRef #Metadata to Enrich #Bibliographic Information (via @crossref.org)
www.crossref.org/blog/how-gro...
Official Grobid Website (Code, Demos, etc)
github.com/grobidOrg/gr...
www.crossref.org/blog/how-gro...
Official Grobid Website (Code, Demos, etc)
github.com/grobidOrg/gr...
October 7, 2026 at 2:04 PM
Research Tools: How Grobid Uses CrossRef #Metadata to Enrich #Bibliographic Information (via @crossref.org)
www.crossref.org/blog/how-gro...
Official Grobid Website (Code, Demos, etc)
github.com/grobidOrg/gr...
www.crossref.org/blog/how-gro...
Official Grobid Website (Code, Demos, etc)
github.com/grobidOrg/gr...
We are pleased to announce that pdfalto, the PDF → ALTO XML converter behind GROBID, is now on PyPI 🎉
pip install pdfalto
Binary bundled in the wheels, no manual setup, plus a Python API.
pypi.org/project/pdf...
github.com/kermitt2/...
pip install pdfalto
Binary bundled in the wheels, no manual setup, plus a Python API.
pypi.org/project/pdf...
github.com/kermitt2/...
pdfalto · PyPI
PDF to ALTO XML conversion — Python bindings for the pdfalto command line tool
pypi.org
September 30, 2026 at 6:23 PM
We are pleased to announce that pdfalto, the PDF → ALTO XML converter behind GROBID, is now on PyPI 🎉
pip install pdfalto
Binary bundled in the wheels, no manual setup, plus a Python API.
pypi.org/project/pdf...
github.com/kermitt2/...
pip install pdfalto
Binary bundled in the wheels, no manual setup, plus a Python API.
pypi.org/project/pdf...
github.com/kermitt2/...
Luca Foppiano, Sana Khamassi, Vipul Gupta
Layout-Guided Masking for GROBID: Lightweight Structural Gains in Large-Scale Scientific PDF Ingestion
https://arxiv.org/abs/2609.26381
Layout-Guided Masking for GROBID: Lightweight Structural Gains in Large-Scale Scientific PDF Ingestion
https://arxiv.org/abs/2609.26381
September 24, 2026 at 4:29 AM
Luca Foppiano, Sana Khamassi, Vipul Gupta
Layout-Guided Masking for GROBID: Lightweight Structural Gains in Large-Scale Scientific PDF Ingestion
https://arxiv.org/abs/2609.26381
Layout-Guided Masking for GROBID: Lightweight Structural Gains in Large-Scale Scientific PDF Ingestion
https://arxiv.org/abs/2609.26381
At #TPDL2026 in Faro ☀️:
🔹 Today, Michael Paris presents our Common Crawl paper on what web crawlers actually see
🔹 Thu afternoon I demo the INRIA DataLake: HAL papers → structured knowledge + software mentions
Come say hi! #DigitalLibraries #CommonCrawlFoundation #Grobid
🔹 Today, Michael Paris presents our Common Crawl paper on what web crawlers actually see
🔹 Thu afternoon I demo the INRIA DataLake: HAL papers → structured knowledge + software mentions
Come say hi! #DigitalLibraries #CommonCrawlFoundation #Grobid
September 23, 2026 at 6:36 AM
At #TPDL2026 in Faro ☀️:
🔹 Today, Michael Paris presents our Common Crawl paper on what web crawlers actually see
🔹 Thu afternoon I demo the INRIA DataLake: HAL papers → structured knowledge + software mentions
Come say hi! #DigitalLibraries #CommonCrawlFoundation #Grobid
🔹 Today, Michael Paris presents our Common Crawl paper on what web crawlers actually see
🔹 Thu afternoon I demo the INRIA DataLake: HAL papers → structured knowledge + software mentions
Come say hi! #DigitalLibraries #CommonCrawlFoundation #Grobid
Luca Foppiano, Sana Khamassi, Vipul Gupta: Layout-Guided Masking for GROBID: Lightweight Structural Gains in Large-Scale Scientific PDF Ingestion https://arxiv.org/abs/2609.26381 https://arxiv.org/pdf/2609.26381 https://arxiv.org/html/2609.26381
September 23, 2026 at 6:40 AM
Luca Foppiano, Sana Khamassi, Vipul Gupta: Layout-Guided Masking for GROBID: Lightweight Structural Gains in Large-Scale Scientific PDF Ingestion https://arxiv.org/abs/2609.26381 https://arxiv.org/pdf/2609.26381 https://arxiv.org/html/2609.26381
Finally, papers on chive.pub now show which other papers cite them, as a graph you can move around in. We extract references from each PDF with grobid (github.com/grobidOrg/grobid) and match them against what's indexed.
September 8, 2026 at 3:40 PM
Finally, papers on chive.pub now show which other papers cite them, as a graph you can move around in. We extract references from each PDF with grobid (github.com/grobidOrg/grobid) and match them against what's indexed.
I’ll add you to the list! We’re especially keen to agree on a common format for extracting metadata and full text from PDFs of research papers. Grobid does an OK job at this, but we’re developing something better and want the metadata format to be as widely useful as possible.
September 2, 2026 at 7:08 PM
I’ll add you to the list! We’re especially keen to agree on a common format for extracting metadata and full text from PDFs of research papers. Grobid does an OK job at this, but we’re developing something better and want the metadata format to be as widely useful as possible.
this reference checker is built on top of lots of excellent open source work, like GROBID, so the plan is to tidy it up and make it freely available at some point (when I have time to write up some documentation!)
August 31, 2026 at 10:19 PM
this reference checker is built on top of lots of excellent open source work, like GROBID, so the plan is to tidy it up and make it freely available at some point (when I have time to write up some documentation!)
Python client release note: github.com/grobidOrg...
And.. Grobid 0.9.1 release note (in case you missed it) github.com/grobidOrg...
🖖
2/2
And.. Grobid 0.9.1 release note (in case you missed it) github.com/grobidOrg...
🖖
2/2
Release v0.2.0 · grobidOrg/grobid-client-python
What's Changed
Add type hints and py.typed marker (PEP 561) by @lfoppiano in #112
Fixed offsets crash on Markdown transformation: removing the html.unescape and repetitive… by @Sanakhamassi in...
github.com
August 23, 2026 at 8:41 AM
Python client release note: github.com/grobidOrg...
And.. Grobid 0.9.1 release note (in case you missed it) github.com/grobidOrg...
🖖
2/2
And.. Grobid 0.9.1 release note (in case you missed it) github.com/grobidOrg...
🖖
2/2
After releasing Grobid 0.9.1 we released the companion Python client optimised for processing PDF documents at scale.
What's new:
- Stream PDFs directly from ZIP archives — local or S3, no unzip needed
- In-memory processing, lighter on disk I/O
- Flexible file selection with glob patterns
1/2
What's new:
- Stream PDFs directly from ZIP archives — local or S3, no unzip needed
- In-memory processing, lighter on disk I/O
- Flexible file selection with glob patterns
1/2
August 23, 2026 at 8:41 AM
After releasing Grobid 0.9.1 we released the companion Python client optimised for processing PDF documents at scale.
What's new:
- Stream PDFs directly from ZIP archives — local or S3, no unzip needed
- In-memory processing, lighter on disk I/O
- Flexible file selection with glob patterns
1/2
What's new:
- Stream PDFs directly from ZIP archives — local or S3, no unzip needed
- In-memory processing, lighter on disk I/O
- Flexible file selection with glob patterns
1/2
"SoFAIR will extend the capabilities of widely used open scholarly infrastructures (CORE, Software Heritage, HAL) and tools (GROBID) operated by the consortium partners, delivering and deploying an effective solution for the management of the research software lifecycle"
Making Software FAIR […]
Making Software FAIR […]
Original post on code4lib.social
code4lib.social
January 24, 2025 at 12:16 PM
"SoFAIR will extend the capabilities of widely used open scholarly infrastructures (CORE, Software Heritage, HAL) and tools (GROBID) operated by the consortium partners, delivering and deploying an effective solution for the management of the research software lifecycle"
Making Software FAIR […]
Making Software FAIR […]
I can confirm that extracting references from papers is not without error. We’ve been using grobid to parse PDFs for metacheck, and it frequently merges references, especially in 2-column formats. Then a check for the existence of the reference fails. But also the data in crossref is not infallible.
May 16, 2026 at 9:13 AM
I can confirm that extracting references from papers is not without error. We’ve been using grobid to parse PDFs for metacheck, and it frequently merges references, especially in 2-column formats. Then a check for the existence of the reference fails. But also the data in crossref is not infallible.
For context, the application will let you read in PDFs of research manuscripts using either grobid or an in-house platform we’re developing (online or local versions), optionally check references against crossref, and run a variety of modules assessing aspects of reporting.
April 28, 2026 at 12:35 PM
For context, the application will let you read in PDFs of research manuscripts using either grobid or an in-house platform we’re developing (online or local versions), optionally check references against crossref, and run a variety of modules assessing aspects of reporting.
I am 100% with you! I'm having a nightmare trying to parse the random-ass formats that journals use for date of submission and publication. Grobid identifies them OK, but doesn't process them at all, so I'm working on a function to make a best guess, but no idea what to do with dates like 01-02-03.
November 3, 2025 at 4:29 PM
I am 100% with you! I'm having a nightmare trying to parse the random-ass formats that journals use for date of submission and publication. Grobid identifies them OK, but doesn't process them at all, so I'm working on a function to make a best guess, but no idea what to do with dates like 01-02-03.
Since the PDF to grobid conversion only needs to be done once per paper and then everything else can work off the created XML, I agree accuracy is more important than speed for this one.
July 1, 2025 at 8:06 AM
Since the PDF to grobid conversion only needs to be done once per paper and then everything else can work off the created XML, I agree accuracy is more important than speed for this one.
The reference stuff needs a fair amount of work, as it inherits any inaccuracies in grobid’s categorisation of references and citations. We’re looking at using grobid with citation consolidation for crossref to improve this, but then pdf to xml conversion is a lot slower.
June 28, 2025 at 4:27 PM
The reference stuff needs a fair amount of work, as it inherits any inaccuracies in grobid’s categorisation of references and citations. We’re looking at using grobid with citation consolidation for crossref to improve this, but then pdf to xml conversion is a lot slower.
The 2022 anomaly is probably an artifact of changing how they noted the badges in the PDFs. I'll look into that tomorrow. I'm using grobid to parse the original papers, and an under-development R package called papercheck to process and search the grobid XMLs.
April 2, 2025 at 12:07 AM
The 2022 anomaly is probably an artifact of changing how they noted the badges in the PDFs. I'll look into that tomorrow. I'm using grobid to parse the original papers, and an under-development R package called papercheck to process and search the grobid XMLs.
Length,string,semantic similarity?Preprints: ArXiv PDF. Full text: CrossRef API q w/ DOI. All w/ GROBID to TEI XML. https://twitter.com/hvdsomp/status/745405554055614464
November 12, 2024 at 5:21 PM
Length,string,semantic similarity?Preprints: ArXiv PDF. Full text: CrossRef API q w/ DOI. All w/ GROBID to TEI XML. https://twitter.com/hvdsomp/status/745405554055614464