Katrin Tomanek

59 papers A* 2A 6B 6Misc 5Journal 19Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey. EACL (Volume 1: Long Papers) Julia Romberg, Christopher Schröder, Julius Gonsior, Katrin Tomanek, Fredrik Olsson
2025	A	`conf`	A Cookbook for Community-driven Data Collection of Impaired Speech in Low-Resource Languages. INTERSPEECH Sumaya Ahmed Salihs, Isaac Wiafe, Jamal-Deen Abdulai, Elikem Doe Atsakpo, Gifty Ayoka, Richard Cave, Akon Obu Ekpezu, Catherine Holloway, Katrin Tomanek, Fiifi Baffoe Payin Winful
2025	J	`jnl`	A Cookbook for Community-driven Data Collection of Impaired Speech in LowResource Languages. CoRR Sumaya Ahmed Salihs, Isaac Wiafe, Jamal-Deen Abdulai, Elikem Doe Atsakpo, Gifty Ayoka, Richard Cave, Akon Obu Ekpezu, Catherine Holloway, Katrin Tomanek, Fiifi Baffoe Payin Winful
2025	J	`jnl`	Have LLMs Made Active Learning Obsolete? Surveying the NLP Community. CoRR Julia Romberg, Christopher Schröder, Julius Gonsior, Katrin Tomanek, Fredrik Olsson
2025	J	`jnl`	Speech Recognition With LLMs Adapted to Disordered Speech Using Reinforcement Learning. CoRR Chirag Nagpal, Subhashini Venugopalan, Jimmy Tobin, Marilyn A. Ladewig, Katherine A. Heller, Katrin Tomanek
2025	Misc	`conf`	Speech Recognition with LLMs Adapted to Disordered Speech Using Reinforcement Learning. ICASSP Chirag Nagpal, Subhashini Venugopalan, Jimmy Tobin, Marilyn A. Ladewig, Katherine A. Heller, Katrin Tomanek
2025	A	`conf`	The Interspeech 2025 Speech Accessibility Project Challenge. INTERSPEECH Xiuwen Zheng, Bornali Phukon, Jonghwan Na, Ed Cutrell, Kyu J. Han, Mark Hasegawa-Johnson, Pan-Pan Jiang, Aadhrik Kuila, Colin Lea, Bob MacDonald, Gautam Varma Mantena, Venkatesh Ravichandran, Leda Sari, Katrin Tomanek, Chang D. Yoo, Chris Zwilling
2025	J	`jnl`	The Interspeech 2025 Speech Accessibility Project Challenge. CoRR Xiuwen Zheng, Bornali Phukon, Jonghwan Na, Ed Cutrell, Kyu J. Han, Mark Hasegawa-Johnson, Pan-Pan Jiang, Aadhrik Kuila, Colin Lea, Bob MacDonald, Gautam Varma Mantena, Venkatesh Ravichandran, Leda Sari, Katrin Tomanek, Chang D. Yoo, Chris Zwilling
2025	Misc	`conf`	Towards a Single ASR Model That Generalizes to Disordered Speech. ICASSP Jimmy Tobin, Katrin Tomanek, Subhashini Venugopalan
2024	—	`conf`	Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics. LREC/COLING Tyler A. Chang, Katrin Tomanek, Jessica Hoffmann, Nithum Thain, Erin MacMurray van Liemt, Kathleen S. Meier-Hellstern, Lucas Dixon
2024	J	`jnl`	Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics. CoRR Tyler A. Chang, Katrin Tomanek, Jessica Hoffmann, Nithum Thain, Erin van Liemt, Kathleen S. Meier-Hellstern, Lucas Dixon
2024	Misc	`conf`	Large Language Models As A Proxy For Human Evaluation In Assessing The Comprehensibility Of Disordered Speech Transcription. ICASSP Katrin Tomanek, Jimmy Tobin, Subhashini Venugopalan, Richard Cave, Katie Seaver, Jordan R. Green, Rus Heywood
2024	A	`conf`	Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech. INTERSPEECH Pan-Pan Jiang, Jimmy Tobin, Katrin Tomanek, Robert L. MacDonald, Katie Seaver, Richard Cave, Marilyn A. Ladewig, Rus Heywood, Jordan R. Green
2024	J	`jnl`	Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech. CoRR Pan-Pan Jiang, Jimmy Tobin, Katrin Tomanek, Robert L. MacDonald, Katie Seaver, Richard Cave, Marilyn A. Ladewig, Rus Heywood, Jordan R. Green
2023	Misc	`conf`	An Analysis of Degenerating Speech Due to Progressive Dysarthria on ASR Performance. ICASSP Katrin Tomanek, Katie Seaver, Pan-Pan Jiang, Richard Cave, Lauren Harrell, Jordan R. Green
2023	—	`conf`	JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification. SemEval@ACL Jeffrey Sorensen, Katerina Korre, John Pavlopoulos, Katrin Tomanek, Nithum Thain, Lucas Dixon, Léo Laugier
2023	J	`jnl`	Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion. CoRR Katrin Tomanek, Shanqing Cai, Subhashini Venugopalan
2023	—	`conf`	SpeakFaster Observer: Long-Term Instrumentation of Eye-Gaze Typing for Measuring AAC Communication. CHI Extended Abstracts Shanqing Cai, Subhashini Venugopalan, Katrin Tomanek, Shaun K. Kane, Meredith Ringel Morris, Richard Cave, Robert L. MacDonald, Jon Campbell, Blair Casey, Emily Kornman, Daniel E. Vance, Jay C. Beavers
2023	—	`conf`	Towards Agile Text Classifiers for Everyone. EMNLP (Findings) Maximilian Mozes, Jessica Hoffmann, Katrin Tomanek, Muhamed Kouate, Nithum Thain, Ann Yuan, Tolga Bolukbasi, Lucas Dixon
2023	J	`jnl`	Towards Agile Text Classifiers for Everyone. CoRR Maximilian Mozes, Jessica Hoffmann, Katrin Tomanek, Muhamed Kouate, Nithum Thain, Ann Yuan, Tolga Bolukbasi, Lucas Dixon
2023	J	`jnl`	Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments. CoRR Shanqing Cai, Subhashini Venugopalan, Katie Seaver, Xiang Xiao, Katrin Tomanek, Sri Jalasutram, Meredith Ringel Morris, Shaun K. Kane, Ajit Narayanan, Robert L. MacDonald, Emily Kornman, Daniel E. Vance, Blair Casey, Steve M. Gleason, Philip Q. Nelson, Michael P. Brenner
2022	J	`jnl`	An analysis of degenerating speech due to progressive dysarthria on ASR performance. CoRR Katrin Tomanek, Katie Seaver, Pan-Pan Jiang, Richard Cave, Lauren Harrel, Jordan R. Green
2022	J	`jnl`	Assessing ASR Model Quality on Disordered Speech using BERTScore. CoRR Jimmy Tobin, Qisheng Li, Subhashini Venugopalan, Katie Seaver, Richard Cave, Katrin Tomanek
2022	J	`jnl`	Characterizing Dysarthria Diversity for Automatic Speech Recognition: A Tutorial From the Clinical Perspective. Frontiers Comput. Sci. Hannah P. Rowe, Sarah E. Gutz, Marc F. Maffei, Katrin Tomanek, Jordan R. Green
2022	—	`conf`	Context-Aware Abbreviation Expansion Using Large Language Models. NAACL-HLT Shanqing Cai, Subhashini Venugopalan, Katrin Tomanek, Ajit Narayanan, Meredith Ringel Morris, Michael P. Brenner
2022	J	`jnl`	Context-Aware Abbreviation Expansion Using Large Language Models. CoRR Shanqing Cai, Subhashini Venugopalan, Katrin Tomanek, Ajit Narayanan, Meredith Ringel Morris, Michael P. Brenner
2022	Misc	`conf`	Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets. ICASSP Jimmy Tobin, Katrin Tomanek
2021	A	`conf`	Automatic Speech Recognition of Disordered Speech: Personalized Models Outperforming Human Listeners on Short Phrases. Interspeech Jordan R. Green, Robert L. MacDonald, Pan-Pan Jiang, Julie Cattiau, Rus Heywood, Richard Cave, Katie Seaver, Marilyn A. Ladewig, Jimmy Tobin, Michael P. Brenner, Philip C. Nelson, Katrin Tomanek
2021	J	`jnl`	Comparing Supervised Models And Learned Speech Representations For Classifying Intelligibility Of Disordered Speech On Selected Phrases. CoRR Subhashini Venugopalan, Joel Shor, Manoj Plakal, Jimmy Tobin, Katrin Tomanek, Jordan R. Green, Michael P. Brenner
2021	A	`conf`	Comparing Supervised Models and Learned Speech Representations for Classifying Intelligibility of Disordered Speech on Selected Phrases. Interspeech Subhashini Venugopalan, Joel Shor, Manoj Plakal, Jimmy Tobin, Katrin Tomanek, Jordan R. Green, Michael P. Brenner
2021	A	`conf`	Disordered Speech Data Collection: Lessons Learned at 1 Million Utterances from Project Euphonia. Interspeech Robert L. MacDonald, Pan-Pan Jiang, Julie Cattiau, Rus Heywood, Richard Cave, Katie Seaver, Marilyn A. Ladewig, Jimmy Tobin, Michael P. Brenner, Philip C. Nelson, Jordan R. Green, Katrin Tomanek
2021	J	`jnl`	On-Device Personalization of Automatic Speech Recognition Models for Disordered Speech. CoRR Katrin Tomanek, Françoise Beaufays, Julie Cattiau, Angad Chandorkar, Khe Chai Sim
2021	J	`jnl`	Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets. CoRR Jimmy Tobin, Katrin Tomanek
2021	—	`conf`	Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech. EMNLP (1) Katrin Tomanek, Vicky Zayats, Dirk Padfield, Kara Vaillancourt, Fadi Biadsy
2021	J	`jnl`	Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech. CoRR Katrin Tomanek, Vicky Zayats, Dirk Padfield, Kara Vaillancourt, Fadi Biadsy
2019	J	`jnl`	Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon
2017	—	`conf`	EuroVoc-Based Summarization of European Case Law. AICOL Florian Schmedding, Peter Klügl, David Baehrens, Christian Simon, Kai Simon, Katrin Tomanek
2016	—	`ed.`	Proceedings of the 10th Linguistic Annotation Workshop held in conjunction with ACL 2016, LAW@ACL 2016, August 11, 2016, Berlin, Germany LAW@ACL Katrin Tomanek, Annemarie Friedrich
2013	—	`ed.`	Proceedings of the 3rd Workshop on Unstructured Information Management Architecture, Darmstadt, Germany, September 23, 2013 UIMA@GSCL Peter Klügl, Richard Eckart de Castilho, Katrin Tomanek
2011	—	`conf`	Inspecting Sample Reusability for Active Learning. Active Learning and Experimental Design @ AISTATS Katrin Tomanek, Katharina Morik
2010	A*	`conf`	A Cognitive Cost Model of Annotations Based on Eye-Tracking Data. ACL Katrin Tomanek, Udo Hahn, Steffen Lohmann, Jürgen Ziegler
2010	—	`conf`	A Comparison of Models for Cost-Sensitive Active Learning. COLING (Posters) Katrin Tomanek, Udo Hahn
2010	—	`conf`	A Proposal for a Configurable Silver Standard. Linguistic Annotation Workshop Udo Hahn, Katrin Tomanek, Elena Beisswanger, Erik Faessler
2010	B	`conf`	Annotation Time Stamps - Temporal Metadata from the Linguistic Annotation Process. LREC Katrin Tomanek, Udo Hahn
2010	—	`—`	Resource-aware annotation through active learning. Katrin Tomanek
2010	B	`conf`	The CALBC Silver Standard Corpus for Biomedical Named Entities - A Study in Harmonizing the Contributions from Four Independent Named Entity Taggers. LREC Dietrich Rebholz-Schuhmann, Antonio José Jimeno-Yepes, Erik M. van Mulligen, Ning Kang, Jan A. Kors, David Milward, Peter T. Corbett, Ekaterina Buyko, Katrin Tomanek, Elena Beisswanger, Udo Hahn
2009	B	`conf`	An Intrinsic Stopping Criterion for Committee-Based Active Learning. CoNLL Fredrik Olsson, Katrin Tomanek
2009	J	`jnl`	High-performance gene name normalization with GENO. Bioinform. Joachim Wermter, Katrin Tomanek, Udo Hahn
2009	—	`conf`	How Feasible and Robust is the Automatic Extraction of Gene Regulation Events? A Cross-Method Evaluation under Lab and Real-Life Conditions. BioNLP@HLT-NAACL Udo Hahn, Katrin Tomanek, Ekaterina Buyko, Jung-Jae Kim, Dietrich Rebholz-Schuhmann
2009	B	`conf`	Reducing class imbalance during active learning for named entity annotation. K-CAP Katrin Tomanek, Udo Hahn
2009	—	`conf`	Semi-Supervised Active Learning for Sequence Labeling. ACL/IJCNLP Katrin Tomanek, Udo Hahn
2009	—	`conf`	Timed Annotations - Enhancing MUC7 Metadata by the Time It Takes to Annotate Named Entities. Linguistic Annotation Workshop Katrin Tomanek, Udo Hahn
2008	B	`conf`	Approximating Learning Curves for Active-Learning-Driven Annotation. LREC Katrin Tomanek, Udo Hahn
2008	A*	`conf`	Multi-Task Active Learning for Linguistic Annotations. ACL Roi Reichart, Katrin Tomanek, Udo Hahn, Ari Rappoport
2008	B	`conf`	Semantic Annotations for Biology: a Corpus Development Initiative at the Jena University Language & Information Engineering (JULIE) Lab. LREC Udo Hahn, Elena Beisswanger, Ekaterina Buyko, Michael Poprat, Katrin Tomanek, Joachim Wermter
2007	—	`conf`	A Reappraisal of Sentence and Token Splitting for Life Sciences Documents. MedInfo Katrin Tomanek, Joachim Wermter, Udo Hahn
2007	—	`conf`	An Annotation Type System for a Data-Driven NLP Pipeline. LAW@ACL Udo Hahn, Ekaterina Buyko, Katrin Tomanek, Scott Piao, John McNaught, Yoshimasa Tsuruoka, Sophia Ananiadou
2007	—	`conf`	An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data. EMNLP-CoNLL Katrin Tomanek, Joachim Wermter, Udo Hahn
2007	—	`conf`	Efficient Annotation with the Jena ANnotation Environment (JANE). LAW@ACL Katrin Tomanek, Joachim Wermter, Udo Hahn