Kevin Humphreys

Also published as: K. Humphreys


2024

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Data Anonymization for Privacy-Preserving Large Language Model Fine-Tuning on Call Transcripts
Shayna Gardiner | Tania Habib | Kevin Humphreys | Masha Azizi | Frederic Mailhot | Anne Paling | Preston Thomas | Nathan Zhang
Proceedings of the Workshop on Computational Approaches to Language Data Pseudonymization (CALD-pseudo 2024)

Large language models in public-facing industrial applications must accurately process data for the domain in which they are deployed, but they must not leak sensitive or confidential information when used. We present a process for anonymizing training data, a framework for quantitatively and qualitatively assessing the effectiveness of this process, and an assessment of the effectiveness of models fine-tuned on anonymized data in comparison with commercially available LLM APIs.

2005

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SUPPLE: A Practical Parser for Natural Language Engineering Applications
Robert Gaizauskas | Mark Hepple | Horacio Saggion | Mark A. Greenwood | Kevin Humphreys
Proceedings of the Ninth International Workshop on Parsing Technology

2001

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Reusing a Statistical Language Model for Generation
Kevin Humphreys | Mike Calcagno | David Weise
Proceedings of the ACL 2001 Eighth European Workshop on Natural Language Generation (EWNLG)

1999

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Using Coreference Chains for Text Summarization
Saliha Azzam | Kevin Humphreys | Robert Gaizauskas
Coreference and Its Applications

1998

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Evaluating a Focus-Based Approach to Anaphora Resolution
Saliha Azzam | Kevin Humphreys | Robert Gaizauskas
36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, Volume 1

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Evaluating a Focus-Based Approach to Anaphora Resolution
Saliha Azzam | Kevin Humphreys | Robert Gaizauskas
COLING 1998 Volume 1: The 17th International Conference on Computational Linguistics

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University of Sheffield: Description of the LaSIE-II System as Used for MUC-7
K. Humphreys | R. Gaizauskas | S. Azzam | C. Huyck | B. Mitchell | H. Cunningham | Y. Wilks
Seventh Message Understanding Conference (MUC-7): Proceedings of a Conference Held in Fairfax, Virginia, April 29 - May 1, 1998

1997

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Software Infrastructure for Natural Language Processing
Hamish Cunningham | Kevin Humphreys | Robert Gaizauskas | Yorick Wilks
Fifth Conference on Applied Natural Language Processing

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GATE - a General Architecture for Text Engineering
Hamish Cunningham | Kevin Humphreys | Robert Gaizauskas | Yorick Wilks
Fifth Conference on Applied Natural Language Processing: Descriptions of System Demonstrations and Videos

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Event coreference for information extraction
Kevin Humphreys | Robert Gaizauskas | Saliha Azzam
Operational Factors in Practical, Robust Anaphora Resolution for Unrestricted Texts

1996

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TIPSTER-Compatible Projects at Sheffield
Hamish Cunningham | Kevin Humphreys | Robert Gaizauskas | Yorick Wilks
TIPSTER TEXT PROGRAM PHASE II: Proceedings of a Workshop held at Vienna, Virginia, May 6-8, 1996

1995

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University of Sheffield: Description of the LaSIE System as Used for MUC-6
R. Gaizauskas | T. Wakao | K. Humphreys | H. Cunningham | Y. Wilks
Sixth Message Understanding Conference (MUC-6): Proceedings of a Conference Held in Columbia, Maryland, November 6-8, 1995