| On the stability of fine-tuning bert: Misconceptions, explanations, and strong baselines M Mosbach, M Andriushchenko, D Klakow arXiv preprint arXiv:2006.04884, 2020 | 540 | 2020 |
| A survey on recent approaches for natural language processing in low-resource scenarios MA Hedderich, L Lange, H Adel, J Strötgen, D Klakow Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 503 | 2021 |
| 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 | 397 | 2010 |
| Testing the correlation of word error rate and perplexity D Klakow, J Peters Speech Communication 38 (1-2), 19-28, 2002 | 396 | 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 | 323 | 1993 |
| Nuclear flow excitation function D Klakow, G Welke, W Bauer Physical Review C 48 (4), 1982, 1993 | 227 | 1993 |
| 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 | 218 | 2023 |
| 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 | 188 | 2021 |
| Adapting pre-trained language models to African languages via multilingual adaptive fine-tuning J Alabi, DI Adelani, M Mosbach, D Klakow Proceedings of the 29th international conference on computational …, 2022 | 176 | 2022 |
| Semiclassical molecular dynamics for strongly coupled Coulomb systems D Klakow, C Toepffer, PG Reinhard The Journal of chemical physics 101 (12), 10766-10774, 1994 | 149 | 1994 |
| Log-linear interpolation of language models. D Klakow ICSLP, 1998 | 142 | 1998 |
| Language model adaptation using dynamic marginals. R Kneser, J Peters, D Klakow Eurospeech, 1971-1974, 1997 | 128 | 1997 |
| Topic specific models for text formatting and speech recognition J Peters, E Matusov, C Meyer, D Klakow US Patent 8,041,566, 2011 | 112 | 2011 |
| Language model based on the speech recognition history V Steinbiss, D Klakow US Patent 6,823,307, 2004 | 101 | 2004 |
| Hydrogen under extreme conditions D Klakow, C Toepffer, PG Reinhard Physics Letters A 192 (1), 55-59, 1994 | 99 | 1994 |
| 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 | 98 | 2012 |
| 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 | 94 | 2018 |
| The split and merge unscented Gaussian mixture filter F Faubel, J McDonough, D Klakow IEEE Signal Processing Letters 16 (9), 786-789, 2009 | 93 | 2009 |
| Speech recognition method with language model adaptation R Kneser, J Peters, D Klakow US Patent 6,157,912, 2000 | 86 | 2000 |
| 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 | 80 | 2013 |
Marius MosbachMila - Quebec AI Institute, McGill UniversityVerified email at mila.quebec
