Tyler Baldwin

9 papers · 2006–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NAACL (5) ACL (3) IJCNLP (1)

Top co-authors

Yunyao Li (3) Joyce Chai (2) Luyao Shi (2) Howard Ho (1) William Hogan (1) Chun-nan Hsu (1) Ioana R. Stanoi (1) Benny Kimelfeld (1) Joyce Y. Chai (1) Tanveer Syeda-Mahmood (1)

Research topics

Natural Language Processing (3) Applications (2) Understanding (2) Healthcare & Medicine (1) Machine Learning (1) Application Areas (1) Clinical (1)

Keywords

text classification (1) text mining (1) knowledge distillation (1) named entity recognition (1) information retrieval (1) semantic search (1) data-free learning (1) language model (1) biomedical text (1) student network (1) radiology report (1) triplet loss (1) clinical text (1) teacher model (1) radiology report retrieval (1) lexicon-based annotation (1) neural ir model (1) model amalgamation (1) lexicon-driven concept detection (1) acronym resolution (1)

Papers

Self-Regulated Data-Free Knowledge Amalgamation for Text Classification NAACL 2024 Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation NAACL 2022 BLAR: Biomedical Local Acronym Resolver NAACL 2021 An In-depth Analysis of the Effect of Text Normalization in Social Media NAACL 2015 Adaptive Parser-Centric Text Normalization ACL 2013 Automatic Term Ambiguity Detection ACL 2013 Autonomous Self-Assessment of Autocorrections: Exploring Text Message Dialogues NAACL 2012 Beyond Normalization: Pragmatics of Word Form in Text Messages IJCNLP 2011 Towards Conversational QA: Automatic Identification of Problematic Situations and User Intent ACL 2006