Dietrich Klakow

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Marius MosbachMila - Quebec AI Institute, McGill UniversityVerified email at mila.quebec
Michael WiegandUniversity of ViennaVerified email at univie.ac.at
Michael A. HedderichMunich University (LMU)Verified email at cis.lmu.de
Friedrich FaubelNuance CommunicationsVerified email at nuance.com
Youssef OualilSiri Speech, Apple Inc.Verified email at apple.com
Benjamin RothUniversity of ViennaVerified email at univie.ac.at
David Ifeoluwa AdelaniMcGill University and Mila - Quebec AI Institute and Canada CIFAR AI ChairVerified email at mila.quebec
Volha PetukhovaResearcher, Saarland UniveristyVerified email at lsv.uni-saarland.de
Mittul SinghSilo AIVerified email at silo.ai
Xiaoyu ShenEastern Institute of Technology, NingboVerified email at eitech.edu.cn
Petr MotlicekIdiap Research InstituteVerified email at idiap.ch
Kenichi KumataniAmazonVerified email at ieee.org
Wolfgang BauerMichigan State University, National Superconducting Cyclotron LaboratoryVerified email at pa.msu.edu
Saeedeh MomtaziAssociate Professor of Amirkabir University of TechnologyVerified email at aut.ac.ir
Aditya MogadalaAmazonVerified email at amazon.com
Jesujoba Oluwadara AlabiSaarland UniversityVerified email at lsv.uni-saarland.de
Heike AdelHochschule der Medien (university of applied sciences)Verified email at hdm-stuttgart.de
Philip N. GarnerIdiap Research InstituteVerified email at ieee.org
Reinhold Haeb-UmbachProfessor of Communications Engineering, University of PaderbornVerified email at nt.uni-paderborn.de
Andreas WendemuthProfessor for Cognitive Systems, University MagdeburgVerified email at ovgu.de

Dietrich Klakow

Saarland University, Saarland Informatics Campus, PharmaScienceHub

Verified email at lsv.uni-saarland.de - Homepage

Natural Language Processing Information Extraction Speech Processing Big Data Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
On the stability of fine-tuning bert: Misconceptions, explanations, and strong baselines M Mosbach, M Andriushchenko, D Klakow arXiv preprint arXiv:2006.04884, 2020	414	2020
A survey on the role of negation in sentiment analysis M Wiegand, A Balahur, B Roth, D Klakow, A Montoyo Proceedings of the workshop on negation and speculation in natural language …, 2010	379	2010
A survey on recent approaches for natural language processing in low-resource scenarios MA Hedderich, L Lange, H Adel, J Strötgen, D Klakow arXiv preprint arXiv:2010.12309, 2020	335	2020
Testing the correlation of word error rate and perplexity D Klakow, J Peters Speech Communication 38 (1-2), 19-28, 2002	335	2002
Mass dependence of the disappearance of flow in nuclear collisions GD Westfall, W Bauer, D Craig, M Cronqvist, E Gaultieri, S Hannuschke, ... Physical review letters 71 (13), 1986, 1993	308	1993
Nuclear flow excitation function D Klakow, G Welke, W Bauer Physical Review C 48 (4), 1982, 1993	220	1993
Trends in integration of vision and language research: A survey of tasks, datasets, and methods A Mogadala, M Kalimuthu, D Klakow Journal of Artificial Intelligence Research 71, 1183-1317, 2021	155	2021
Log-linear interpolation of language models. D Klakow ICSLP, 1998	145	1998
Semiclassical molecular dynamics for strongly coupled Coulomb systems D Klakow, C Toepffer, PG Reinhard The Journal of chemical physics 101 (12), 10766-10774, 1994	141	1994
Language model adaptation using dynamic marginals. R Kneser, J Peters, D Klakow Eurospeech, 1971-1974, 1997	127	1997
Topic specific models for text formatting and speech recognition J Peters, E Matusov, C Meyer, D Klakow US Patent 8,041,566, 2011	108	2011
Language model based on the speech recognition history V Steinbiss, D Klakow US Patent 6,823,307, 2004	100	2004
Adapting pre-trained language models to African languages via multilingual adaptive fine-tuning JO Alabi, DI Adelani, M Mosbach, D Klakow arXiv preprint arXiv:2204.06487, 2022	98	2022
Text segmentation and label assignment with user interaction by means of topic specific language models and topic-specific label statistics J Peters, E Matusov, C Meyer, D Klakow US Patent 8,200,487, 2012	93	2012
Few-shot fine-tuning vs. in-context learning: A fair comparison and evaluation M Mosbach, T Pimentel, S Ravfogel, D Klakow, Y Elazar arXiv preprint arXiv:2305.16938, 2023	92	2023
Hydrogen under extreme conditions D Klakow, C Toepffer, PG Reinhard Physics Letters A 192 (1), 55-59, 1994	91	1994
Speech recognition method with language model adaptation R Kneser, J Peters, D Klakow US Patent 6,157,912, 2000	87	2000
The split and merge unscented Gaussian mixture filter F Faubel, J McDonough, D Klakow IEEE Signal Processing Letters 16 (9), 786-789, 2009	85	2009
Logit pairing methods can fool gradient-based attacks M Mosbach, M Andriushchenko, T Trost, M Hein, D Klakow NeurIPS Workshop on Security in Machine Learning/arXiv preprint arXiv:1810.12042, 2018	81	2018
A survey of noise reduction methods for distant supervision B Roth, T Barth, M Wiegand, D Klakow Proceedings of the 2013 workshop on Automated knowledge base construction, 73-78, 2013	79	2013

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