Tyler Baldwin

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 18

Top Topics

Information Extraction

Medical Records

Diagnostic Knowledge

Top Venues

Publications

Prashanth Vijayaraghavan, Hongzhi Wang, Luyao Shi, Tyler Baldwin, David Beymer, Ehsan Degan
Self-Regulated Data-Free Knowledge Amalgamation for Text Classification. CoRR (2024)
Tyler Baldwin, Wyatt Clarke, Maysa M. Garcia de Macedo, Rogério de Paula, Subhro Das
Better Skill-based Job Representations, Assessed via Job Transition Data. Big Data (2022)
Pedro L. Esquinas, Yen-Fu Luo, Parisa Farzam, Tyler Baldwin, Moshe Raboh, Thomas Binder, Arkadiusz Sitek, Omid Sakhi, Yi-Qing Wang, Sameer Suman, Giovanni Palma, Paul Dufort, Ben Graf
Evaluation of an Automated Method to Detect Missed Focal Liver Findings In Single-Phase CT Images of The Abdomen. ISBI (2022)
Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian J. McAuley, Chun-Nan Hsu
Representing Knowledge by Spans: A Knowledge-Enhanced Model for Information Extraction. CoRR (2022)
Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian J. McAuley, Chun-Nan Hsu
SPOT: Knowledge-Enhanced Language Representations for Information Extraction. CIKM (2022)
Maysa Malfiza Garcia de Macedo, Wyatt Clarke, Eli Lucherini, Tyler Baldwin, Dilermando Queiroz Neto, Rogério Abreu de Paula, Subhro Das
Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics. AIES (2022)
Maysa M. Garcia de Macedo, Wyatt Clarke, Eli Lucherini, Tyler Baldwin, Dilermando Queiroz Neto, Rogério de Paula, Subhro Das
Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics. CoRR (2022)
Luyao Shi, Tanveer F. Syeda-Mahmood, Tyler Baldwin
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation. NAACL-HLT (2022)
William P. Hogan, Yoshiki Vazquez-Baeza, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Chun-Nan Hsu
BLAR: Biomedical Local Acronym Resolver. BioNLP@NAACL-HLT (2021)
William P. Hogan, Molly Huang, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Yoshiki Vazquez-Baeza, Andrew Bartko, Chun-Nan Hsu
Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction. CoRR (2021)
William P. Hogan, Molly Huang, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Yoshiki Vazquez-Baeza, Andrew Bartko, Chun-Nan Hsu
Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction. AKBC (2021)
Ashutosh Jadhav, Tyler Baldwin, Joy T. Wu, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood
Semantic Expansion of Clinician Generated Data Preferences for Automatic Patient Data Summarization. AMIA (2021)
Yufan Guo, Joy T. Wu, Tyler Baldwin, David Beymer, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood
Improving the Path from Diagnoses to Documentation: A Cognitive Review Tool for Clinical Notes and Administrative Records. AMIA (2018)
Tyler Baldwin, Yufan Guo, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood
Generalized Extraction and Classification of Span-Level Clinical Phrases. AMIA (2018)
Yufan Guo, Deepika Kakrania, Tyler Baldwin, Tanveer F. Syeda-Mahmood
Efficient Clinical Concept Extraction in Electronic Medical Records. AAAI (2017)
Tyler Baldwin, Yufan Guo, Tanveer F. Syeda-Mahmood
Automatic Generation of Conditional Diagnostic Guidelines. AMIA (2016)
Tanveer F. Syeda-Mahmood, Eugene Walach, David Beymer, Flora Gilboa-Solomon, Mehdi Moradi, Pavel Kisilev, Deepika Kakrania, Colin B. Compas, Hongzhi Wang, Mohammadreza Negahdar, Yu Cao, Tyler Baldwin, Yufan Guo, Yaniv Gur, Deepta Rajan, Aviad Zlotnick, Simona Rabinovici-Cohen, Rami Ben-Ari, Guy Amit, Prasanth Prasanna, J. Morey, Orest B. Boyko, Sharbell Y. Hashoul
Medical sieve: a cognitive assistant for radiologists and cardiologists. Medical Imaging: Computer-Aided Diagnosis (2016)
Tyler Baldwin, Yunyao Li
An In-depth Analysis of the Effect of Text Normalization in Social Media. HLT-NAACL (2015)
Congle Zhang, Tyler Baldwin, Howard Ho, Benny Kimelfeld, Yunyao Li
Adaptive Parser-Centric Text Normalization. ACL (1) (2013)
Tyler Baldwin, Yunyao Li, Bogdan Alexe, Ioana Roxana Stanoi
Automatic Term Ambiguity Detection. ACL (2) (2013)
Tyler Baldwin, Joyce Yue Chai
Autonomous Self-Assessment of Autocorrections: Exploring Text Message Dialogues. HLT-NAACL (2012)
Tyler Baldwin, Joyce Yue Chai
Towards online adaptation and personalization of key-target resizing for mobile devices. IUI (2012)
Tyler Baldwin, Joyce Y. Chai
Beyond Normalization: Pragmatics of Word Form in Text Messages. IJCNLP (2011)
Tyler Baldwin, Joyce Yue Chai, Katrin Kirchhoff
Hand Gestures in Disambiguating Types of You Expressions in Multiparty Meetings. SIGDIAL Conference (2010)
Tyler Baldwin, Joyce Y. Chai, Katrin Kirchhoff
Communicative gestures in coreference identification in multiparty meetings. ICMI (2009)
Chen Zhang, Matthew Gerber, Tyler Baldwin, Steve Emelander, Joyce Yue Chai, Rong Jin
Michigan State University at the 2007 TREC ciQA Task. TREC (2007)
Joyce Y. Chai, Chen Zhang, Tyler Baldwin
Towards Conversational QA: Automatic Identification of Problematic Situations and User Intent. ACL (2006)
Joyce Y. Chai, Tyler Baldwin, Chen Zhang
Automated performance assessment in interactive QA. SIGIR (2006)