| 2024 | NAACL | Self-Regulated Data-Free Knowledge Amalgamation for Text Classification. | Prashanth Vijayaraghavan, Hongzhi Wang, Luyao Shi, Tyler Baldwin, David Beymer, Ehsan Degan |
| 2022 | AIES | Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics. | Maysa Malfiza Garcia de Macedo, Wyatt Clarke, Eli Lucherini, Tyler Baldwin, Dilermando Queiroz Neto, Rogrio Abreu de Paula, Subhro Das |
| 2022 | CIKM | SPOT: Knowledge-Enhanced Language Representations for Information Extraction. | Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian J. McAuley, Chun-Nan Hsu |
| 2022 | NAACL | Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation. | Luyao Shi, Tanveer F. Syeda-Mahmood, Tyler Baldwin |
| 2021 | AMIA | Semantic Expansion of Clinician Generated Data Preferences for Automatic Patient Data Summarization. | Ashutosh Jadhav, Tyler Baldwin, Joy T. Wu, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood |
| 2018 | AMIA | Generalized Extraction and Classification of Span-Level Clinical Phrases. | Tyler Baldwin, Yufan Guo, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood |
| 2018 | AMIA | Improving the Path from Diagnoses to Documentation: A Cognitive Review Tool for Clinical Notes and Administrative Records. | Yufan Guo, Joy T. Wu, Tyler Baldwin, David Beymer, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood |
| 2017 | AAAI | Efficient Clinical Concept Extraction in Electronic Medical Records. | Yufan Guo, Deepika Kakrania, Tyler Baldwin, Tanveer F. Syeda-Mahmood |
| 2016 | AMIA | Automatic Generation of Conditional Diagnostic Guidelines. | Tyler Baldwin, Yufan Guo, Tanveer F. Syeda-Mahmood |
| 2015 | NAACL | An In-depth Analysis of the Effect of Text Normalization in Social Media. | Tyler Baldwin, Yunyao Li |
| 2013 | ACL | Automatic Term Ambiguity Detection. | Tyler Baldwin, Yunyao Li, Bogdan Alexe, Ioana Roxana Stanoi |
| 2013 | ACL | Adaptive Parser-Centric Text Normalization. | Congle Zhang, Tyler Baldwin, Howard Ho, Benny Kimelfeld, Yunyao Li |
| 2012 | IUI | Towards online adaptation and personalization of key-target resizing for mobile devices. | Tyler Baldwin, Joyce Yue Chai |
| 2012 | NAACL | Autonomous Self-Assessment of Autocorrections: Exploring Text Message Dialogues. | Tyler Baldwin, Joyce Yue Chai |
| 2011 | IJCNLP | Beyond Normalization: Pragmatics of Word Form in Text Messages. | Tyler Baldwin, Joyce Y. Chai |
| 2010 | SIGdial | Hand Gestures in Disambiguating Types of You Expressions in Multiparty Meetings. | Tyler Baldwin, Joyce Yue Chai, Katrin Kirchhoff |
| 2009 | ICMI | Communicative gestures in coreference identification in multiparty meetings. | Tyler Baldwin, Joyce Y. Chai, Katrin Kirchhoff |
| 2006 | ACL | Towards Conversational QA: Automatic Identification of Problematic Situations and User Intent. | Joyce Y. Chai, Chen Zhang, Tyler Baldwin |
| 2006 | SIGIR | Automated performance assessment in interactive QA. | Joyce Y. Chai, Tyler Baldwin, Chen Zhang |