Scott Novotney
6 papers · 2010–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Speech & Audio
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Recognition
(1)
Keywords
language model
(2)
model adaptation
(2)
knowledge distillation
(1)
speech recognition
(1)
language model adaptation
(1)
evaluation methodology
(1)
long short-term memory
(1)
pre-trained language model
(1)
contextual embedding
(1)
dialogue summarization
(1)
unsupervised adaptation
(1)
temporal drift
(1)
multi-party dialogue
(1)
speech activity detection
(1)
modular training
(1)
agentic system
(1)
masked transformer
(1)
language model perplexity
(1)
contextual encoder
(1)
contextual universal embedding
(1)
Papers
Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization
EACL 2026
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals
ACL 2022
Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation
Interspeech 2021
Attention-based Contextual Language Model Adaptation for Speech Recognition
ACL 2021
Model Adaptation and Active Learning in the BBN Speech Activity Detection System for the DARPA RATS Program
Interspeech 2016
Cheap, Fast and Good Enough: Automatic Speech Recognition with Non-Expert Transcription
NAACL 2010