Katrin Tomanek
18 papers · 2007–2026 · 8 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
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(50)
Top co-authors
Research topics
Machine Learning
(7)
Speech & Audio
(7)
Recognition
(7)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Applications
(4)
Core AI
(4)
Learning Types
(4)
Application Areas
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Deep Learning
(1)
Architectures
(1)
Keywords
automatic speech recognition
(5)
disordered speech
(4)
text classification
(2)
speech corpus
(2)
speech recognition
(2)
text generation
(2)
data annotation
(2)
word error rate
(2)
large language model
(2)
few-shot learning
(2)
convolutional neural network
(1)
low-resource language
(1)
speech intelligibility
(1)
language model
(1)
zero-shot learning
(1)
content moderation
(1)
domain adaptation
(1)
parameter-efficient tuning
(1)
retrieval-augmented generation
(1)
annotation cost
(1)
Papers
Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey
EACL 2026
A Cookbook for Community-driven Data Collection of Impaired Speech in Low-Resource Languages
Interspeech 2025
The Interspeech 2025 Speech Accessibility Project Challenge
Interspeech 2025
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics
COLING 2024
Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech
Interspeech 2024
JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification
SemEval 2023
Towards Agile Text Classifiers for Everyone
EMNLP 2023
Context-Aware Abbreviation Expansion Using Large Language Models
NAACL 2022
Automatic Speech Recognition of Disordered Speech: Personalized Models Outperforming Human Listeners on Short Phrases
Interspeech 2021
Comparing Supervised Models and Learned Speech Representations for Classifying Intelligibility of Disordered Speech on Selected Phrases
Interspeech 2021
Disordered Speech Data Collection: Lessons Learned at 1 Million Utterances from Project Euphonia
Interspeech 2021
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech
EMNLP 2021
A Cognitive Cost Model of Annotations Based on Eye-Tracking Data
ACL 2010
A Comparison of Models for Cost-Sensitive Active Learning
COLING 2010
An Intrinsic Stopping Criterion for Committee-Based Active Learning
CoNLL 2009
Semi-Supervised Active Learning for Sequence Labeling
ACL 2009
Multi-Task Active Learning for Linguistic Annotations
ACL 2008
An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data
EMNLP 2007