Retrospective and Future Views

Kathleen McKeown


Abstract
I was honored to receive the Association for Computational Linguistics Lifetime Achievement Award in 2025. I especially want to thank the people who nominated me for the award as I know nominations require time and effort. This retrospective is a rough transcript of the speech I gave accepting the award at the conference in Vienna, Austria. In the talk, I look back at my research at early stages of my career and then look at the arc that research takes and how it relates to work that I still carry out today. I look at the trajectories of four areas of my research: language generation, text summarization, social media analysis, and multimodal analysis of artwork. In the talk, I featured videos of my current students speaking about their research and where they think the field is heading. I dedicate the talk and this article to the amazing students I have had the honor to work with over the years.
Anthology ID:
2026.cl-2.1
Volume:
Computational Linguistics, Volume 52, Issue 2 - June 2026
Month:
June
Year:
2026
Address:
Cambridge, MA
Venue:
CL
SIG:
Publisher:
MIT Press
Note:
Pages:
389–405
Language:
URL:
https://preview.aclanthology.org/codex___ingest-cl-2026-issue-2/2026.cl-2.1/
DOI:
10.1162/coli.a.605
Bibkey:
Cite (ACL):
Kathleen McKeown. 2026. Retrospective and Future Views. Computational Linguistics, 52(2):389–405.
Cite (Informal):
Retrospective and Future Views (McKeown, CL 2026)
Copy Citation:
PDF:
https://preview.aclanthology.org/codex___ingest-cl-2026-issue-2/2026.cl-2.1.pdf