Conditional Random Fields: History CRF

Michael BrenndoerferMarch 29, 202524 min read

Part of History of Language AI

Conditional Random Fields model structured predictions without assuming independent labels. Covers the 2001 paper, feature design, inference, and later uses.

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BIBTEXAcademic
@misc{brenndoerfer2025conditionalrandom, author = {Michael Brenndoerfer}, title = {Conditional Random Fields: History CRF}, year = {2025}, url = {https://mbrenndoerfer.com/writing/history-crf-conditional-random-fields}, organization = {mbrenndoerfer.com}, note = {Accessed: 2026-10-15} }
APAAcademic
Michael Brenndoerfer (2025). Conditional Random Fields: History CRF. Retrieved from https://mbrenndoerfer.com/writing/history-crf-conditional-random-fields
MLAAcademic
Michael Brenndoerfer. "Conditional Random Fields: History CRF." 2026. Web. October 15, 2026. <https://mbrenndoerfer.com/writing/history-crf-conditional-random-fields>.
CHICAGOAcademic
Michael Brenndoerfer. "Conditional Random Fields: History CRF." Accessed October 15, 2026. https://mbrenndoerfer.com/writing/history-crf-conditional-random-fields.
HARVARDAcademic
Michael Brenndoerfer (2025) 'Conditional Random Fields: History CRF'. Available at: https://mbrenndoerfer.com/writing/history-crf-conditional-random-fields (Accessed: October 15, 2026).
SimpleBasic
Michael Brenndoerfer (2025). Conditional Random Fields: History CRF. https://mbrenndoerfer.com/writing/history-crf-conditional-random-fields
DIRECT LINKURL
https://mbrenndoerfer.com/writing/history-crf-conditional-random-fields

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