Thomas Schaaf
11 papers · 2007–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Full
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The Questioner
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Natural Language Processing
(7)
Machine Learning
(5)
Generation
(5)
Deep Learning
(4)
Application Areas
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Applications
(3)
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(3)
Healthcare & Medicine
(2)
Clinical
(2)
Core Methods
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Techniques
(2)
Artificial Intelligence
(1)
Architectures
(1)
Keywords
text generation
(2)
transformer model
(2)
conversation summarization
(2)
natural language inference
(2)
clinical note
(2)
clinical note generation
(2)
focal loss
(2)
text summarization
(1)
probability calibration
(1)
attention mechanism
(1)
quality estimation
(1)
posterior probability
(1)
convolutional neural network
(1)
synthetic data
(1)
adaptive learning
(1)
extractive summarization
(1)
pre-trained language model
(1)
concept extraction
(1)
reference-free evaluation
(1)
summarization evaluation
(1)
Papers
Annotate the Way You Think: An Incremental Note Generation Framework for the Summarization of Medical Conversations
COLING 2024
Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency?
NAACL 2024
Reference-Free Estimation of the Quality of Clinical Notes Generated from Doctor-Patient Conversations
Interspeech 2024
Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization
Interspeech 2023
AdaFocal: Calibration-aware Adaptive Focal Loss
NeurIPS 2022
Extract and Abstract with BART for Clinical Notes from Doctor-Patient Conversations
Interspeech 2022
Revisiting text decomposition methods for NLI-based factuality scoring of summaries
EMNLP 2022
Effective Convolutional Attention Network for Multi-label Clinical Document Classification
EMNLP 2021
Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations
EMNLP 2021
Posterior Calibrated Training on Sentence Classification Tasks
ACL 2020
Advances in the CMU/Interact Arabic GALE Transcription System
NAACL 2007