Hermann Ney

78 publications

11 venues

h-Index 37

Google's h-Index 108

Additional Information

2023 - Research.com Computer Science in Germany Leader Award
2022 - 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
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
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