Nathan Bodenstab
5 papers · 2011–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (14) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ACL (3)
EMNLP (1)
INTERSPEECH (1)
Top co-authors
Keywords
domain adaptation
(1)
language modeling
(1)
speech transcription
(1)
kullback-leibler divergence
(1)
retrieval-augmented generation
(1)
latency reduction
(1)
noise contrastive estimation
(1)
clinical natural language processing
(1)
clinical nlp
(1)
speech transcript
(1)
clinical documentation
(1)
large language model
(1)
structured extraction
(1)
agentic pipeline
(1)
medical order extraction
(1)
structured reporting
(1)
structured information extraction
(1)
schema reduction
(1)
Papers
SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction
ACL 2026
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications
EMNLP 2025
Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization
INTERSPEECH 2018
Beam-Width Prediction for Efficient Context-Free Parsing
ACL 2011
Unary Constraints for Efficient Context-Free Parsing
ACL 2011