Dietrich Klakow

Best Publications

• A survey on the role of negation in sentiment analysis

  Michael Wiegand;Alexandra Balahur;Benjamin Roth;Dietrich Klakow

  338
  Citations

• On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines

  Marius Mosbach;Maksym Andriushchenko;Dietrich Klakow

  256
  Citations

• Testing the correlation of word error rate and perplexity

  Unknown

  236
  Citations

• On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines

  Marius Mosbach;Maksym Andriushchenko;Dietrich Klakow

  191
  Citations

• Log-linear interpolation of language models.

  Dietrich Klakow

  142
  Citations

• Language model adaptation using dynamic marginals.

  Reinhard Kneser;Jochen Peters;Dietrich Klakow

  134
  Citations

• Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods

  Unknown

  87
  Citations

• Logit Pairing Methods Can Fool Gradient-Based Attacks

  Marius Mosbach;Maksym Andriushchenko;Thomas Alexander Trost;Matthias Hein

  84
  Citations

• The Split and Merge Unscented Gaussian Mixture Filter

  F. Faubel;J. McDonough;D. Klakow

  77
  Citations

• Beamforming With a Maximum Negentropy Criterion

  K. Kumatani;J. McDonough;B. Rauch;D. Klakow

  72
  Citations

• Exploring Correlation of Dependency Relation Paths for Answer Extraction

  Dan Shen;Dietrich Klakow

  72
  Citations

• A survey of noise reduction methods for distant supervision

  Benjamin Roth;Tassilo Barth;Michael Wiegand;Dietrich Klakow

  66
  Citations

• Speech recognition for huge vocabularies by using optimized sub-word units

  Jan Kneissler;Dietrich Klakow

  63
  Citations

• Large vocabulary continuous speech recognition of Broadcast News - The Philips/RWTH approach

  P. Beyerlein;X. Aubert;R. Haeb-Umbach;M. Harris

  60
  Citations

• Convolution Kernels for Opinion Holder Extraction

  Michael Wiegand;Dietrich Klakow

  60
  Citations

• Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation

  Unknown

  58
  Citations

• Joint visual-text modeling for automatic retrieval of multimedia documents

  G. Iyengar;P. Duygulu;S. Feng;P. Ircing

  57
  Citations

• Effective Slot Filling Based on Shallow Distant Supervision Methods

  Benjamin Roth;Tassilo Barth;Michael Wiegand;Mittul Singh

  56
  Citations

• Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods

  Unknown

  54
  Citations

• Transfer learning and distant supervision for multilingual Transformer models: A study on African languages

  Michael A. Hedderich;David Ifeoluwa Adelani;Dawei Zhu;Jesujoba O. Alabi;Jesujoba O. Alabi

  53
  Citations