
Marcel Bollmann engineered core data infrastructure and workflow improvements for the acl-org/acl-anthology repository, focusing on metadata integrity, author identity management, and release automation. Over 14 months, he delivered robust XML and YAML schema validation, modernized ingestion and citation pipelines, and enhanced author attribution through ORCID integration. Using Python and Go, Marcel refactored LaTeX and BibTeX processing, streamlined CI/CD pipelines, and improved test coverage with Pytest and Poetry. His work addressed edge cases in data modeling, ensured compatibility across build environments, and enabled reliable bibliographic exports. These contributions strengthened data quality, accelerated release cycles, and improved maintainability for the project.
In Jan 2026, acl-anthology delivered foundational refactors to improve author identity verification, modernized dependencies and tooling, expanded test coverage, and completed key repository improvements that position the project for robust BibKey generation and scalable maintenance. Notable outcomes include streamlined ID/verification flows, renamed Endnote extension, improved bibkey generation reliability, and enhanced development quality through updated tooling and tests, with a version bump to v1.0.0.
In Jan 2026, acl-anthology delivered foundational refactors to improve author identity verification, modernized dependencies and tooling, expanded test coverage, and completed key repository improvements that position the project for robust BibKey generation and scalable maintenance. Notable outcomes include streamlined ID/verification flows, renamed Endnote extension, improved bibkey generation reliability, and enhanced development quality through updated tooling and tests, with a version bump to v1.0.0.
December 2025 (Month: 2025-12) delivered targeted data integrity, URL routing, and metadata enhancements for acl-org/acl-anthology, with a rollback to preserve compatibility where needed. The work focused on robust ORCID handling during data transitions, improved person-page routing and slug accuracy, and safer duplicate management, reducing operational blockers and increasing data quality. In addition, awards metadata handling was modernized to support EMNLP 2025, while a rollback ensured author data format stability. Overall, these changes strengthen data correctness, improve user-facing links, and enable richer conference metadata with minimal risk.
December 2025 (Month: 2025-12) delivered targeted data integrity, URL routing, and metadata enhancements for acl-org/acl-anthology, with a rollback to preserve compatibility where needed. The work focused on robust ORCID handling during data transitions, improved person-page routing and slug accuracy, and safer duplicate management, reducing operational blockers and increasing data quality. In addition, awards metadata handling was modernized to support EMNLP 2025, while a rollback ensured author data format stability. Overall, these changes strengthen data correctness, improve user-facing links, and enable richer conference metadata with minimal risk.
November 2025 focused on data quality, author identity, and build reliability for acl-org/acl-anthology. Core work delivered metadata cleanup, markup fixes, and ORCID integration to strengthen attribution and evidence-based searching. Targeted routing and content-template improvements enhanced user navigation for /unverified IDs and prepared the path for a broader author data transition. CI, packaging, and schema updates improved reproducibility, compatibility, and release confidence across platforms.
November 2025 focused on data quality, author identity, and build reliability for acl-org/acl-anthology. Core work delivered metadata cleanup, markup fixes, and ORCID integration to strengthen attribution and evidence-based searching. Targeted routing and content-template improvements enhanced user navigation for /unverified IDs and prepared the path for a broader author data transition. CI, packaging, and schema updates improved reproducibility, compatibility, and release confidence across platforms.
October 2025 monthly summary for acl-anthology: Delivered targeted improvements to the author-corrections workflow by refining issue template guidance to emphasize metadata consistency between PDF and web pages and the necessity of using the 'Fix data' action prior to submission. This work enhances data integrity, reduces back-and-forth with authors, and streamlines corrections for the ACL Anthology project.
October 2025 monthly summary for acl-anthology: Delivered targeted improvements to the author-corrections workflow by refining issue template guidance to emphasize metadata consistency between PDF and web pages and the necessity of using the 'Fix data' action prior to submission. This work enhances data integrity, reduces back-and-forth with authors, and streamlines corrections for the ACL Anthology project.
September 2025 monthly summary for acl-anthology: Implemented schema-level data validation to standardize ORCID identifiers by restricting to plain iDs; removed support for ORCID URLs to enforce consistent identifier format; this improves data quality, deduplication, and downstream ingestion reliability.
September 2025 monthly summary for acl-anthology: Implemented schema-level data validation to standardize ORCID identifiers by restricting to plain iDs; removed support for ORCID URLs to enforce consistent identifier format; this improves data quality, deduplication, and downstream ingestion reliability.
In August 2025, the acl-org/acl-anthology repository focused on data quality, schema integrity, and contributor workflow improvements. Three key deliveries streamlined data processing and author support while preserving structural correctness across the XML corpus and issue templates.
In August 2025, the acl-org/acl-anthology repository focused on data quality, schema integrity, and contributor workflow improvements. Three key deliveries streamlined data processing and author support while preserving structural correctness across the XML corpus and issue templates.
June 2025 delivered significant data-model and output reliability improvements for acl-anthology, strengthening metadata accuracy, backmatter handling, and release readiness. Notable work includes new enums for PaperType and EventLinkingType, enhanced attachment support with <mrf>, improved LaTeX and XML processing, and comprehensive testing/tooling updates, contributing to higher data fidelity and faster QA cycles.
June 2025 delivered significant data-model and output reliability improvements for acl-anthology, strengthening metadata accuracy, backmatter handling, and release readiness. Notable work includes new enums for PaperType and EventLinkingType, enhanced attachment support with <mrf>, improved LaTeX and XML processing, and comprehensive testing/tooling updates, contributing to higher data fidelity and faster QA cycles.
May 2025 performance highlights for acl-org/acl-anthology focused on accelerating release readiness, strengthening test coverage, and improving parsing and data quality. Delivered a new release cycle (v0.5.2) with updated changelog and release recipe; extended name-variant support; clarified documentation; and advanced CI/CD reliability with caching fixes. Substantial gains in code quality and stability through test infrastructure upgrades, stricter testing, and robust error handling. Demonstrated proficiency in Python tooling (pytest, pytest-datadir), TexSoup-based LaTeX parsing, and Unicode normalization, driving business value of faster, more reliable releases and better end-user content quality.
May 2025 performance highlights for acl-org/acl-anthology focused on accelerating release readiness, strengthening test coverage, and improving parsing and data quality. Delivered a new release cycle (v0.5.2) with updated changelog and release recipe; extended name-variant support; clarified documentation; and advanced CI/CD reliability with caching fixes. Substantial gains in code quality and stability through test infrastructure upgrades, stricter testing, and robust error handling. Demonstrated proficiency in Python tooling (pytest, pytest-datadir), TexSoup-based LaTeX parsing, and Unicode normalization, driving business value of faster, more reliable releases and better end-user content quality.
March 2025 monthly summary for acl-anthology (repo: acl-org/acl-anthology). Key features delivered include LaTeX processing overhaul using a MarkupXML-based framework, improved parsing robustness for unknown LaTeX commands, and enhanced LaTeX-to-text conversion with citations. Major bug fixes stabilized paper processing by reverting incomplete ingest_mitpress.py changes, corrected test data format for collection IDs, and strengthened BibTeX generation robustness through indentation/whitespace handling. These changes reduce downstream processing errors, improve data reliability, and support accurate indexing and citation extraction.
March 2025 monthly summary for acl-anthology (repo: acl-org/acl-anthology). Key features delivered include LaTeX processing overhaul using a MarkupXML-based framework, improved parsing robustness for unknown LaTeX commands, and enhanced LaTeX-to-text conversion with citations. Major bug fixes stabilized paper processing by reverting incomplete ingest_mitpress.py changes, corrected test data format for collection IDs, and strengthened BibTeX generation robustness through indentation/whitespace handling. These changes reduce downstream processing errors, improve data reliability, and support accurate indexing and citation extraction.
February 2025: Delivered significant data quality and site reliability improvements for the ACL Anthology repository (acl-org/acl-anthology). Focus areas included metadata normalization, bibliography export/preview enhancements, ingestion workflow refinements, environment upgrades, and documentation improvements, all targeting improved searchability, data integrity, and maintainability.
February 2025: Delivered significant data quality and site reliability improvements for the ACL Anthology repository (acl-org/acl-anthology). Focus areas included metadata normalization, bibliography export/preview enhancements, ingestion workflow refinements, environment upgrades, and documentation improvements, all targeting improved searchability, data integrity, and maintainability.
January 2025: Focused on stabilizing the ingest pipeline, data quality, and indexing for ACL Anthology. Delivered major data/workflow enhancements across content ingestion, bibliographic generation, and metadata management, plus improvements to validation, collections/volumes, and CI/docs tooling. Result: more reliable data ingestion, consistent bibliographic data, faster publish cycles, and stronger business value for end users.
January 2025: Focused on stabilizing the ingest pipeline, data quality, and indexing for ACL Anthology. Delivered major data/workflow enhancements across content ingestion, bibliographic generation, and metadata management, plus improvements to validation, collections/volumes, and CI/docs tooling. Result: more reliable data ingestion, consistent bibliographic data, faster publish cycles, and stronger business value for end users.
December 2024 monthly summary for acl-org/acl-anthology. Delivered a breadth of UI, data-model, XML metadata, and tooling improvements that collectively increase data integrity, release reliability, and developer productivity. Key enhancements include UI front-page integration for NoDaLiDa, establishment of the SIGARAB group, and foundational data-model improvements that enable robust comparisons and hashing across core entities. XML serialization and paper metadata were enhanced for better interoperability and future extensibility, including MarkupText.as_xml(), attachments modeled as a list, and explicit journal support at the paper level. Volume metadata was strengthened with include_volumes API exposure, paper issue handling, and DOIs, enabling richer indexing and citation workflows. The team improved loading determinism for XML collections and hardened frontend/escaping behavior, improving data quality and user trust. A build and tooling upgrade (poetry, REPL helpers, explicit type aliases) and a version bump to v0.5.0 with release notes streamlined release processes and improved developer experience. These changes drive business value by improving data accuracy, searchability, and reliability, while enabling faster iteration and safer releases.
December 2024 monthly summary for acl-org/acl-anthology. Delivered a breadth of UI, data-model, XML metadata, and tooling improvements that collectively increase data integrity, release reliability, and developer productivity. Key enhancements include UI front-page integration for NoDaLiDa, establishment of the SIGARAB group, and foundational data-model improvements that enable robust comparisons and hashing across core entities. XML serialization and paper metadata were enhanced for better interoperability and future extensibility, including MarkupText.as_xml(), attachments modeled as a list, and explicit journal support at the paper level. Volume metadata was strengthened with include_volumes API exposure, paper issue handling, and DOIs, enabling richer indexing and citation workflows. The team improved loading determinism for XML collections and hardened frontend/escaping behavior, improving data quality and user trust. A build and tooling upgrade (poetry, REPL helpers, explicit type aliases) and a version bump to v0.5.0 with release notes streamlined release processes and improved developer experience. These changes drive business value by improving data accuracy, searchability, and reliability, while enabling faster iteration and safer releases.
November 2024 monthly summary for acl-org/acl-anthology. Focused on delivering robust data modeling, reliable indexing, and a stable build/docs pipeline, with improved test coverage and presentation rendering.
November 2024 monthly summary for acl-org/acl-anthology. Focused on delivering robust data modeling, reliable indexing, and a stable build/docs pipeline, with improved test coverage and presentation rendering.
October 2024 monthly summary for acl-anthology. Delivered a targeted bug fix to ensure author name attribution is consistent with official PDFs across the platform, aligning spellings for Alba Curry, Amanda Cercas Curry, and Flor Miriam Plaza-del-Arco. The change improves data quality, search accuracy, and author credit, tied to issue #3977 and implemented in commit 586863a257a565e5047f7b15219204e4529ad50e.
October 2024 monthly summary for acl-anthology. Delivered a targeted bug fix to ensure author name attribution is consistent with official PDFs across the platform, aligning spellings for Alba Curry, Amanda Cercas Curry, and Flor Miriam Plaza-del-Arco. The change improves data quality, search accuracy, and author credit, tied to issue #3977 and implemented in commit 586863a257a565e5047f7b15219204e4529ad50e.

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