Retrospective and Future Views: Kathleen McKeown <div class="video-text"> <div class="container"> <div class="field field--name-field-cu-video-caption field--type-string field--label-hidden field--item">Retrospective and Future Views</div> </div> </div> </div> </div> <div class="row"> <div class="col-md-11 col-lg-11 with-article-social-container"> <div class="video-groups"> <div class="video-group"><strong>Topic:</strong> <div class="field field--name-field-cu-video-category1 field--type-entity-reference field--label-hidden field--items"> <div class="field--item"><a href="/computer-science-1" hreflang="en">Computer Science</a></div> <div class="field--item"><a href="/engineering-0" hreflang="en">Engineering</a></div> <div class="field--item"><a href="/nlp" hreflang="en">NLP</a></div> </div> </div> <div class="video-group"><strong>School/Institute/Center:</strong> <div class="field field--name-field-cu-video-category2 field--type-entity-reference field--label-hidden field--items"> <div class="field--item"><a href="/columbia-engineering-0" hreflang="en">Columbia Engineering</a></div> </div> </div> <div class="video-group"><strong>Academic Year:</strong> <div class="field field--name-field-cu-video-category3 field--type-entity-reference field--label-hidden field--items"> <div class="field--item"><a href="/2025-2026" hreflang="en">2025–2026</a></div> </div> </div> </div> <div class="field field--name-field-cu-content field--type-entity-reference-revisions field--label-hidden field--items"> <div class="field--item"><div id="text-1768" class="paragraph paragraph--type--text paragraph--view-mode--default anchored"> <div class="field field--name-field-cu-wysiwyg field--type-text-long field--label-hidden field--item"><p>Kathleen McKeown’s ACL 2025 Lifetime Achievement keynote, <em data-start="58" data-end="93">“Retrospective and Future Views,”</em> reflects on four decades of innovation in language generation, summarization, social media analysis, and multimodal research rooted in collaboration and mentorship. She calls for academia to balance industry’s LLM focus with controllability, interpretability, small models, and ethical, socially impactful research.</p><p>Read more: <a href="https://www.engineering.columbia.edu/about/news/linguist-algorithms">A Linguist of Algorithms</a></p></div> </div></div> </div> </div> <div id="article-social-container" class="col-md-1 col-lg-1" aria-hidden="true" role="presentation"> <div class="addthis_inline_share_toolbox_3q8f"></div> </div> </div> </article> </div> </div> </div> </div> </div> </div> </section> </div> </main> <footer> <div id="site-footer"> <div class="container"> <div class="row flex-layout"> <div class="col-sm-9"> <div class="row flex-layout"> <div class="col-md-6 col-lg-3"> <div class="clearfix"> <span role="img" aria-label="Email" class="ss-icon ss-mail"></span> <div class="text"> <h2>Contact Us</h2> <div class="value"><a href="mailto:askplus@columbia.edu">askplus@columbia.edu</a></div> </div> </div> </div> </div> </div> <div class="hidden-xs col-sm-2 col-md-2 col-lg-2 pull-right" data-ng-switch on="footer_menu || 'null'" data-ng-cloak> <ul data-ng-switch-when="null"> <li data-ng-repeat="item in menu track by $index" ng-switch on="item.url || 'null'"> <span ng-switch-when="null" data-ng-class="(global.path == item.url) ? 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