Katrin Tomanek

Orcid: 0000-0002-9873-7144

Affiliations:
  • OpenTable


According to our database1, Katrin Tomanek authored at least 39 papers between 2007 and 2024.

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Bibliography

2024
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics.
CoRR, 2024

2023
Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion.
CoRR, 2023

Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments.
CoRR, 2023

JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

An Analysis of Degenerating Speech Due to Progressive Dysarthria on ASR Performance.
Proceedings of the IEEE International Conference on Acoustics, 2023

Towards Agile Text Classifiers for Everyone.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

SpeakFaster Observer: Long-Term Instrumentation of Eye-Gaze Typing for Measuring AAC Communication.
Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
Characterizing Dysarthria Diversity for Automatic Speech Recognition: A Tutorial From the Clinical Perspective.
Frontiers Comput. Sci., 2022

An analysis of degenerating speech due to progressive dysarthria on ASR performance.
CoRR, 2022

Assessing ASR Model Quality on Disordered Speech using BERTScore.
CoRR, 2022

Context-Aware Abbreviation Expansion Using Large Language Models.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
On-Device Personalization of Automatic Speech Recognition Models for Disordered Speech.
CoRR, 2021

Comparing Supervised Models and Learned Speech Representations for Classifying Intelligibility of Disordered Speech on Selected Phrases.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Disordered Speech Data Collection: Lessons Learned at 1 Million Utterances from Project Euphonia.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Automatic Speech Recognition of Disordered Speech: Personalized Models Outperforming Human Listeners on Short Phrases.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2019
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.
CoRR, 2019

2017
EuroVoc-Based Summarization of European Case Law.
Proceedings of the AI Approaches to the Complexity of Legal Systems, 2017

2011
Inspecting Sample Reusability for Active Learning.
Proceedings of the Active Learning and Experimental Design workshop, 2011

2010
Resource-aware annotation through active learning.
PhD thesis, 2010

Annotation Time Stamps - Temporal Metadata from the Linguistic Annotation Process.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

The CALBC Silver Standard Corpus for Biomedical Named Entities - A Study in Harmonizing the Contributions from Four Independent Named Entity Taggers.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

A Comparison of Models for Cost-Sensitive Active Learning.
Proceedings of the COLING 2010, 2010

A Proposal for a Configurable Silver Standard.
Proceedings of the Fourth Linguistic Annotation Workshop, 2010

A Cognitive Cost Model of Annotations Based on Eye-Tracking Data.
Proceedings of the ACL 2010, 2010

2009
High-performance gene name normalization with GENO.
Bioinform., 2009

Reducing class imbalance during active learning for named entity annotation.
Proceedings of the 5th International Conference on Knowledge Capture (K-CAP 2009), 2009

An Intrinsic Stopping Criterion for Committee-Based Active Learning.
Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009

How Feasible and Robust is the Automatic Extraction of Gene Regulation Events? A Cross-Method Evaluation under Lab and Real-Life Conditions.
Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, 2009

Timed Annotations - Enhancing MUC7 Metadata by the Time It Takes to Annotate Named Entities.
Proceedings of the Third Linguistic Annotation Workshop, 2009

Semi-Supervised Active Learning for Sequence Labeling.
Proceedings of the ACL 2009, 2009

2008
Approximating Learning Curves for Active-Learning-Driven Annotation.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Semantic Annotations for Biology: a Corpus Development Initiative at the Jena University Language & Information Engineering (JULIE) Lab.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Multi-Task Active Learning for Linguistic Annotations.
Proceedings of the ACL 2008, 2008

2007
A Reappraisal of Sentence and Token Splitting for Life Sciences Documents.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data.
Proceedings of the EMNLP-CoNLL 2007, 2007

Efficient Annotation with the Jena ANnotation Environment (JANE).
Proceedings of the Linguistic Annotation Workshop, 2007

An Annotation Type System for a Data-Driven NLP Pipeline.
Proceedings of the Linguistic Annotation Workshop, 2007


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