Parsing Directly into Knowledge Structures. - Roger C. Schank; Michael Lebowitz; Lawrence Birnbaum (IJCAI, 1979)

Towards an AI Model of Argumentation. - Lawrence Birnbaum; Margot Flowers; Rod McGuire (AAAI, 1980)

An Integrated Understander. - Roger C. Schank; Michael Lebowitz; Lawrence Birnbaum (Am. J. Comput. Linguistics, 1980)

Opportunistic Processing in Arguments. - Rod McGuire; Lawrence Birnbaum; Margot Flowers (IJCAI, 1981)

Argument Molecules: A Functional Representation of Argument Structure. - Lawrence Birnbaum (AAAI, 1982)

The Organization of Expert Systems, A Tutorial. - Mark Stefik; Jan Aikins; Robert Balzer; John Benoit; Lawrence Birnbaum; Frederick Hayes-Roth; Earl D. Sacerdoti (Artif. Intell., 1982)

A Short Note on Opportunistic Planning and Memory in Arguments. - Lawrence Birnbaum (IJCAI, 1985)

Lexical Ambiguity as a Touchstone for Theories of Language Analysis. - Lawrence Birnbaum (IJCAI, 1985)

Let's Put the AI Back in NLP. - Lawrence Birnbaum (TINLAP, 1987)

Issues in the Justification-Based Diagnosis of Planning Failures. - Lawrence Birnbaum; Gregg Collins; Bruce Krulwich (ML, 1989)

Improving Decision-Making on the Basis of Experience. - Bruce Krulwich; Gregg Collins; Lawrence Birnbaum (ML, 1989)

An Adaptive Model of Decision-Making in Planning. - Gregg Collins; Lawrence Birnbaum; Bruce Krulwich (IJCAI, 1989)

Model-Based Diagnosis of Planning Failures. - Lawrence Birnbaum; Gregg Collins; Michael Freed; Bruce Krulwich (AAAI, 1990)

Plan Debugging in an Intentional System. - Gregg Collins; Lawrence Birnbaum; Bruce Krulwich; Michael Freed (IJCAI, 1991)

Rigor Mortis: A Response to Nilsson's "Logic and Artificial Intelligence". - Lawrence Birnbaum (Artif. Intell., 1991)

Model-Based Integration of Planning and Learning. - Gregg Collins; Lawrence Birnbaum; Bruce Krulwich; Michael Freed (SIGART Bull., 1991)

Sensible Scenes: Visual Understanding of Complex Structures through Causal Analysis. - Matthew Brand; Lawrence Birnbaum; Paul R. Cooper (AAAI, 1993)

Ask how it works: an intelligent interactive manual for devices. - Smadar Kedar; Catherine Baudin; Lawrence Birnbaum; Richard Osgood; Ray Bareiss (INTERCHI Adjunct Proceedings, 1993)

Looking for trouble: Using causal semantics to direct focus of attention. - Lawrence Birnbaum; Matthew Brand; Paul R. Cooper (ICCV, 1993)

Retrospective on "The Organization of Expert Systems, a Tutorial". - Mark Stefik; Janice S. Aikins; Robert Balzer; John Benoit; Lawrence Birnbaum; Frederick Hayes-Roth; Earl D. Sacerdoti (Artif. Intell., 1993)

Divided We Fall: Resolving Occlusions using Causal Reasoning. - Paul R. Cooper; Lawrence Birnbaum; Daniel Halabe; Matthew Brand; Peter N. Prokopowicz (ECCV (1), 1994)

Determining What to Learn Through Component-Task Modeling. - Bruce Krulwich; Lawrence Birnbaum; Gregg Collins (IJCAI, 1995)

Causal Scene Understanding. - Paul R. Cooper; Lawrence Birnbaum; Matthew Brand (Comput. Vis. Image Underst., 1995)

An interface design tool based on explicit task models. - Tom Hinrichs; Ray Bareiss; Lawrence Birnbaum; Gregg Collins (CHI Conference Companion, 1996)

Compelling Intelligent User Interfaces - How Much AI? - Lawrence Birnbaum; Eric Horvitz; David Kurlander; Henry Lieberman; Joe Marks; Steven F. Roth (IUI, 1997)

Interface Design Based on Standardized Task Models. - Lawrence Birnbaum; Ray Bareiss; Tom Hinrichs; Christopher Johnson 001 (IUI, 1998)

Integrating Information Resources: A Case Study of Engineering Design Support. - David B. Leake; Lawrence Birnbaum; Kristian J. Hammond; Cameron Marlow; Hao Yang (ICCBR, 1999)

Integrating Organizational Memory and Performance Support. - Christopher Johnson 001; Lawrence Birnbaum; Ray Bareiss; Tom Hinrichs (IUI, 1999)

Bridging Science and Applications (Panel). - Jude W. Shavlik; Lawrence Birnbaum; William R. Swartout; Eric Horvitz; Barbara Hayes-Roth (IUI, 1999)

War stories: harnessing organizational memories to support task performance. - Christopher Johnson 001; Larry Birnbaum; Ray Bareiss; Tom Hinrichs (Intell., 2000)

Improved Performance Support through an Integrated Task-Based Video Case Library. - Christopher Johnson 001; Larry Birnbaum; Ray Bareiss; Tom Hinrichs (ICCBR, 2001)

XLibris: an automated library research assistant. - Andrew Crossen; Jay Budzik; Mason Warner; Lawrence Birnbaum; Kristian J. Hammond (IUI, 2001)

An integrated interface for proactive, experience-based design support. - David B. Leake; Lawrence Birnbaum; Kristian J. Hammond; Cameron Marlow; Hao Yang (IUI, 2001)

Information access in context. - Jay Budzik; Kristian J. Hammond; Lawrence Birnbaum (Knowl. Based Syst., 2001)

The interactive chef: a task-sensitive assistant. - Leonard Chen; Sandra Cheng; Larry Birnbaum; Kristian J. Hammond (IUI, 2002)

mpME!: music recommendation and exploration. - Jared Dunne; Louis Lapat; Marc Flury; Mustafa Shabib; Tom Warner; Kristian J. Hammond; Lawrence Birnbaum (IUI, 2002)

Themometers and themostats: characterizing and controlling thematic attributes of information. - Marko Krema; Larry Birnbaum; Jay Budzik; Kristian J. Hammond (IUI, 2002)

Beyond broadcast. - Kevin Livingston; Mark Dredze; Kristian J. Hammond; Larry Birnbaum (IUI, 2003)

Beyond broadcast: a demo. - Kevin Livingston; Mark Dredze; Kristian J. Hammond; Larry Birnbaum (IUI, 2003)

Low-fidelity location based information systems. - Sanjay Sood; Kristian J. Hammond; Larry Birnbaum (IUI, 2004)

Analogy, Intelligent IR, and Knowledge Integration for Intelligence Analysis. - Larry Birnbaum; Kenneth D. Forbus; Earl J. Wagner; James Baker; Michael Witbrock (AAAI Spring Symposium: AI Technologies for Homeland Security, 2005)

Task aware information access for diagnosis of manufacturing problems. - Larry Birnbaum; Wallace J. Hopp; Seyed M. R. Iravani; Kevin Livingston; Biying Shou; Thomas M. Tirpak (IUI, 2005)

Tracking Quantity Fluctuations Using STT. - Robert C. Kahlert; Benjamin Rode; David Baxter; Michael Witbrock; Kenneth D. Forbus; Larry Birnbaum; Purvesh Shah; Dave Schneider; Kathy Panton; Alan Belasco; David Crabbe (AAAI Fall Symposium: Capturing and Using Patterns for Evidence Detection, 2006)

Integrating Natural Language, Knowledge Representation and Reasoning, and Analogical Processing to Learn by Reading. - Kenneth D. Forbus; Christopher Riesbeck; Lawrence Birnbaum; Kevin Livingston; Abhishek B. Sharma; Leo C. Ureel II (AAAI, 2007)

A Prototype System that Learns by Reading Simplified Texts. - Kenneth D. Forbus; Christopher Riesbeck; Lawrence Birnbaum; Kevin Livingston; Abhishek B. Sharma; Leo C. Ureel (AAAI Spring Symposium: Machine Reading, 2007)

TagAssist: Automatic Tag Suggestion for Blog Posts. - Sanjay Sood; Sara Owsley; Kristian J. Hammond; Larry Birnbaum (ICWSM, 2007)

Learning to gesture: applying appropriate animations to spoken text. - Nathan D. Nichols; Jiahui Liu 002; Bryan Pardo; Kristian J. Hammond; Larry Birnbaum (ACM Multimedia, 2007)

Measuring Semantic Similarity between Named Entities by Searching the Web Directory. - Jiahui Liu 002; Larry Birnbaum (Web Intelligence, 2007)

Compare&contrast: using the web to discover comparable cases for news stories. - Jiahui Liu 002; Earl Wagner; Larry Birnbaum (WWW, 2007)

Categorizing blogger's interests based on short snippets of blog posts. - Jiahui Liu 002; Larry Birnbaum; Bryan Pardo (CIKM, 2008)

What do they think?: aggregating local views about news events and topics. - Jiahui Liu 002; Larry Birnbaum (WWW, 2008)

LocalSavvy: aggregating local points of view about news issues. - Jiahui Liu 002; Larry Birnbaum (LocWeb, 2008)

MakeMyPage: Social Media Meets Automatic Content Generation. - Francisco Iacobelli; Kristian J. Hammond; Larry Birnbaum (ICWSM, 2009)

Spectrum: Retrieving Different Points of View from the Blogosphere. - Jiahui Liu 002; Larry Birnbaum; Bryan Pardo (ICWSM, 2009)

Rich interfaces for reading news on the web. - Earl J. Wagner; Jiahui Liu 002; Larry Birnbaum; Kenneth D. Forbus (IUI, 2009)

Modeling multiple-event situations across news articles. - Earl J. Wagner; Larry Birnbaum; Kenneth D. Forbus (K-CAP, 2009)

StatsMonkey: A Data-Driven Sports Narrative Writer. - Nicholas D. Allen; John R. Templon; Patrick Summerhays McNally; Larry Birnbaum; Kristian J. Hammond (AAAI Fall Symposium: Computational Models of Narrative, 2010)

Finding New Information Via Robust Entity Detection. - Francisco Iacobelli; Nathan D. Nichols; Larry Birnbaum; Kristian J. Hammond (AAAI Fall Symposium: Proactive Assistant Agents, 2010)

Tell me more, not just "more of the same". - Francisco Iacobelli; Larry Birnbaum; Kristian J. Hammond (IUI, 2010)

Social media-driven news personalization. - Shawn O'Banion; Larry Birnbaum; Kristian J. Hammond (RSWeb@RecSys, 2012)

Information Finding with Robust Entity Detection: The Case of an Online News Reader. - Francisco Iacobelli; Nathan D. Nichols; Larry Birnbaum; Kristian J. Hammond (Human-Computer Interaction: The Agency Perspective, 2012)

Using explicit linguistic expressions of preference in social media to predict voting behavior. - Shawn O'Banion; Larry Birnbaum (ASONAM, 2013)

Finding the local angle in national news. - Shawn O'Banion; Larry Birnbaum; Scott Bradley (IUI Companion, 2013)

AttitudeBuzz: Using Social Media Data to Localize Complex Attitudes. - Jason Cohn; Alex Kuntz; Larry Birnbaum (ASONAM, 2015)

The News Context Project. - Larry Birnbaum; Miriam L. Boon; Scott Bradley; Jennifer Wilson (IUI Companion, 2015)

Definition Modeling: Learning to Define Word Embeddings in Natural Language. - Thanapon Noraset; Chen Liang; Larry Birnbaum; Doug Downey (AAAI, 2017)

Ranking Content based on Semantic Dimensions: A Multi-objective Approach. - Jason Cohn; Siddharth Muthukumaran; Larry Birnbaum (ASONAM, 2017)

Extracting Commonsense Properties from Embeddings with Limited Human Guidance. - Yiben Yang; Larry Birnbaum; Ji-Ping Wang; Doug Downey (ACL (2), 2018)

Who is the Hero, the Villain, and the Victim?: Detection of Roles in News Articles using Natural Language Techniques. - Diego Gómez-Zará; Miriam L. Boon; Larry Birnbaum (IUI, 2018)

Thousands of small, constant rallies: a large-scale analysis of partisan WhatsApp groups. - Victor S. Bursztyn; Larry Birnbaum (ASONAM, 2019)

HCI for Accurate, Impartial and Transparent Journalism: Challenges and Solutions. - Tanja Aitamurto; Mike Ananny; Chris W. Anderson; Larry Birnbaum; Nicholas Diakopoulos; Matilda Hanson; Jessica Hullman; Nick Ritchie (CHI Extended Abstracts, 2019)

Identifying "horse race" stories in election news. - Miriam L. Boon; Larry Birnbaum (IUI Companion, 2019)

Developing a Conversational Recommendation Systemfor Navigating Limited Options. - Victor S. Bursztyn; Jennifer Healey; Eunyee Koh; Nedim Lipka; Larry Birnbaum (CHI Extended Abstracts, 2021)

"It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems. - Victor S. Bursztyn; Jennifer Healey; Nedim Lipka; Eunyee Koh; Doug Downey; Larry Birnbaum (EMNLP (1), 2021)

Developing a Conversational Recommendation System for Navigating Limited Options. - Victor S. Bursztyn; Jennifer Healey; Eunyee Koh; Nedim Lipka; Larry Birnbaum (CoRR, 2021)

Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models. - Victor S. Bursztyn; David Demeter; Doug Downey; Larry Birnbaum (EMNLP (Findings), 2022)

MARG: Multi-Agent Review Generation for Scientific Papers. - Mike D'Arcy; Tom Hope; Larry Birnbaum; Doug Downey (CoRR, 2024)

Can Nuanced Language Lead to More Actionable Insights? Exploring the Role of Generative AI in Analytical Narrative Structure. - Vidya Setlur; Larry Birnbaum (CoRR, 2024)

Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs. - Huichen Will Wang; Larry Birnbaum; Vidya Setlur (CHI, 2025)

A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation Systems. - Gustavo Adolpho Lucas de Carvalho; Simon Ben Igeri; Jennifer Healey; Victor S. Bursztyn; David Demeter; Lawrence Birnbaum (COLING, 2025)

Selecting Interlacing Committees. - Chris Dong; Martin Bullinger; Tomasz Was; Larry Birnbaum; Edith Elkind (AAMAS, 2025)