On the stability of fine-tuning bert: Misconceptions, explanations, and strong baselines M Mosbach, M Andriushchenko, D Klakow arXiv preprint arXiv:2006.04884, 2020 | 369 | 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 | 368 | 2010 |
Testing the correlation of word error rate and perplexity D Klakow, J Peters Speech Communication 38 (1-2), 19-28, 2002 | 306 | 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 | 304 | 1993 |
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 | 288 | 2020 |
Nuclear flow excitation function D Klakow, G Welke, W Bauer Physical Review C 48 (4), 1982, 1993 | 219 | 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 | 142 | 2021 |
Log-linear interpolation of language models. D Klakow ICSLP, 1998 | 142 | 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 | 138 | 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 | 99 | 2004 |
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 | 91 | 2012 |
Hydrogen under extreme conditions D Klakow, C Toepffer, PG Reinhard Physics Letters A 192 (1), 55-59, 1994 | 89 | 1994 |
Speech recognition method with language model adaptation R Kneser, J Peters, D Klakow US Patent 6,157,912, 2000 | 87 | 2000 |
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 | 79 | 2022 |
The split and merge unscented Gaussian mixture filter F Faubel, J McDonough, D Klakow IEEE Signal Processing Letters 16 (9), 786-789, 2009 | 79 | 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 | 78 | 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 | 76 | 2013 |
Assistant-based speech recognition for ATM applications H Helmke, J Rataj, T Mühlhausen, O Ohneiser, H Ehr, M Kleinert, Y Oualil, ... 11th USA/Europe Air Traffic Management Research and Development Seminar …, 2015 | 71 | 2015 |