Hermann Ney
78 publications
11 venues
h-Index 37
Google's h-Index 108
Affiliation
RWTH Aachen University, GermanyLinks
Additional Information
Achievements
2023 - Research.com Computer Science in Germany Leader Award2022 - Research.com Computer Science in Germany Leader Award
2011 - IEEE FellowFor contributions to statistical language modeling, statistical machine translation, and large vocabulary speech recognition
Google Citations
55942| Name | Venue | Year | citations |
|---|---|---|---|
Does Joint Training Really Help Cascaded Speech Translation?
|
EMNLP | 2022 | 0 |
| Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos.
|
TPAMI | 2020 | 153 |
| Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture.
|
ACL | 2020 | 26 |
| Unifying Input and Output Smoothing in Neural Machine Translation.
|
COLING | 2020 | 2 |
| Neural Language Modeling for Named Entity Recognition.
|
COLING | 2020 | 0 |
| Upper and Lower Tight Error Bounds for Feature Omission with an Extension to Context Reduction.
|
TPAMI | 2019 | 0 |
| Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies.
|
ACL | 2019 | 62 |
| Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation.
|
EMNLP | 2018 | 20 |
| RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition.
|
ACL | 2018 | 72 |
| Neural Sign Language Translation.
|
CVPR | 2018 | 271 |
| Neural Hidden Markov Model for Machine Translation.
|
ACL | 2018 | 19 |
| Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder.
|
EMNLP | 2018 | 0 |
| Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation.
|
ACL | 2017 | 15 |
| Re-Sign: Re-Aligned End-to-End Sequence Modelling with Deep Recurrent CNN-HMMs.
|
CVPR | 2017 | 161 |
| Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes.
|
EACL | 2017 | 3 |
| Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data is Continuous and Weakly Labelled.
|
CVPR | 2016 | 207 |
| Exponentially Decaying Bag-of-Words Input Features for Feed-Forward Neural Network in Statistical Machine Translation.
|
ACL | 2016 | 3 |
| A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences.
|
EMNLP | 2015 | 17 |
| UNRAVEL - A Decipherment Toolkit.
|
ACL | 2015 | 0 |
| Improved Decipherment of Homophonic Ciphers.
|
EMNLP | 2014 | 8 |
| Translation Modeling with Bidirectional Recurrent Neural Networks.
|
EMNLP | 2014 | 178 |
| Jane: Open Source Machine Translation System Combination.
|
EACL | 2014 | 41 |
| EM Decipherment for Large Vocabularies.
|
ACL | 2014 | 10 |
| Simple and Effective Approach for Consistent Training of Hierarchical Phrase-based Translation Models.
|
EACL | 2014 | 2 |
| Read My Lips: Continuous Signer Independent Weakly Supervised Viseme Recognition.
|
ECCV | 2014 | 21 |
| Advancements in Reordering Models for Statistical Machine Translation.
|
ACL | 2013 | 17 |
| Improving Statistical Machine Translation with Word Class Models.
|
EMNLP | 2013 | 49 |
| Beam Search for Solving Substitution Ciphers.
|
ACL | 2013 | 32 |
| Decipherment Complexity in 1: 1 Substitution Ciphers.
|
ACL | 2013 | 0 |
| Does the Cost Function Matter in Bayes Decision Rule?
|
TPAMI | 2012 | 15 |
| Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation.
|
ACL | 2012 | 7 |
| Latent Log-Linear Models for Handwritten Digit Classification.
|
TPAMI | 2012 | 25 |
| Semantic Cohesion Model for Phrase-Based SMT.
|
COLING | 2012 | 11 |
| Deciphering Foreign Language by Combining Language Models and Context Vectors.
|
ACL | 2012 | 42 |
| A Convergence Analysis of Log-Linear Training.
|
NIPS/NeurIPS | 2011 | 56 |
| Training Phrase Translation Models with Leaving-One-Out.
|
ACL | 2010 | 101 |
| Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models.
|
EMNLP | 2009 | 95 |
| Triplet Lexicon Models for Statistical Machine Translation.
|
EMNLP | 2008 | 49 |
| Modified MMI/MPE: a direct evaluation of the margin in speech recognition.
|
ICML | 2008 | 69 |
| Complexity of Finding the BLEU-optimal Hypothesis in a Confusion Network.
|
EMNLP | 2008 | 16 |
| Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation.
|
COLING | 2008 | 70 |
| Pan, zoom, scan - Time-coherent, trained automatic video cropping.
|
CVPR | 2008 | 0 |
| Deformation Models for Image Recognition.
|
TPAMI | 2007 | 253 |
| Minimum Bayes Risk Decoding for BLEU.
|
ACL | 2007 | 25 |
| Computing Consensus Translation for Multiple Machine Translation Systems Using Enhanced Hypothesis Alignment.
|
EACL | 2006 | 186 |
| Integration of Speech to Computer-Assisted Translation Using Finite-State Automata.
|
ACL | 2006 | 12 |
| CDER: Efficient MT Evaluation Using Block Movements.
|
EACL | 2006 | 140 |
| Discriminative Training for Object Recognition Using Image Patches.
|
CVPR | 2005 | 122 |
| Error Measures and Bayes Decision Rules Revisited with Applications to POS Tagging.
|
EMNLP | 2004 | 5 |
| Adaptation in Statistical Pattern Recognition Using Tangent Vectors.
|
TPAMI | 2004 | 75 |
| FSA: An Efficient and Flexible C++ Toolkit for Finite State Automata Using On-Demand Computation.
|
ACL | 2004 | 55 |
| Improving Word Alignment Quality using Morpho-syntactic Information.
|
COLING | 2004 | 24 |
| Symmetric Word Alignments for Statistical Machine Translation.
|
COLING | 2004 | 85 |
| Improved Word Alignment Using a Symmetric Lexicon Model.
|
COLING | 2004 | 25 |
| Reordering Constraints for Phrase-Based Statistical Machine Translation.
|
COLING | 2004 | 121 |
| Maximum Entropy Models for Named Entity Recognition.
|
CoNLL | 2003 | 184 |
| Efficient Search for Interactive Statistical Machine Translation.
|
EACL | 2003 | 71 |
| Using POS Information for SMT into Morphologically Rich Languages.
|
EACL | 2003 | 12 |
| A Comparative Study on Reordering Constraints in Statistical Machine Translation.
|
ACL | 2003 | 148 |
| Comparison of Alignment Templates and Maximum Entropy Models for NLP.
|
EACL | 2003 | 0 |
| Discriminative Training and Maximum Entropy Models for Statistical Machine Translation.
|
ACL | 2002 | 1248 |
| Generation of Word Graphs in Statistical Machine Translation.
|
EMNLP | 2002 | 142 |
| Improving Alignment Quality in Statistical Machine Translation Using Context-dependent Maximum Entropy Models.
|
COLING | 2002 | 17 |
| Refined Lexikon Models for Statistical Machine Translation Using a Maximum Entropy Approach.
|
ACL | 2001 | 31 |
| Learning of Variability for Invariant Statistical Pattern Recognition.
|
ECML/PKDD | 2001 | 21 |
| Construction of a Hierarchical Translation Memory.
|
COLING | 2000 | 15 |
| A Comparison of Alignment Models for Statistical Machine Translation.
|
COLING | 2000 | 279 |
| Improved Statistical Alignment Models.
|
ACL | 2000 | 1210 |
| Word Re-ordering and DP-based Search in Statistical Machine Translation.
|
COLING | 2000 | 62 |
| Translation with Cascaded Finite State Transducers.
|
ACL | 2000 | 17 |
| Improving SMT quality with morpho-syntactic analysis.
|
COLING | 2000 | 108 |
| Improved Alignment Models for Statistical Machine Translation.
|
EMNLP | 1999 | 590 |
| A DP based Search Using Monotone Alignments in Statistical Translation.
|
ACL | 1997 | 0 |
| Word Triggers and the EM Algorithm.
|
CoNLL | 1997 | 34 |
| HMM-Based Word Alignment in Statistical Translation.
|
COLING | 1996 | 997 |
| On the Estimation of 'Small' Probabilities by Leaving-One-Out.
|
TPAMI | 1995 | 95 |
| On the Probabilistic Interpretation of Neural Network Classifiers and Discriminative Training Criteria.
|
TPAMI | 1995 | 95 |
| A Comparative Study of Two Search Strategies for Connected Word Recognition: Dynamic Programming and Heuristic Search.
|
TPAMI | 1992 | 36 |