Hermann Ney

77 publications

11 venues

H Index 37

Name Venue Year citations
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture. ACL 2020 16
Unifying Input and Output Smoothing in Neural Machine Translation. COLING 2020 1
Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos. TPAMI 2020 91
Neural Language Modeling for Named Entity Recognition. COLING 2020 0
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies. ACL 2019 46
Upper and Lower Tight Error Bounds for Feature Omission with an Extension to Context Reduction. TPAMI 2019 0
Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation. EMNLP 2018 20
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder. EMNLP 2018 22
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition. ACL 2018 63
Neural Sign Language Translation. CVPR 2018 170
Neural Hidden Markov Model for Machine Translation. ACL 2018 16
Re-Sign: Re-Aligned End-to-End Sequence Modelling with Deep Recurrent CNN-HMMs. CVPR 2017 121
Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation. ACL 2017 12
Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes. EACL 2017 2
Exponentially Decaying Bag-of-Words Input Features for Feed-Forward Neural Network in Statistical Machine Translation. ACL 2016 3
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data is Continuous and Weakly Labelled. CVPR 2016 173
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
Read My Lips: Continuous Signer Independent Weakly Supervised Viseme Recognition. ECCV 2014 18
Translation Modeling with Bidirectional Recurrent Neural Networks. EMNLP 2014 157
Improved Decipherment of Homophonic Ciphers. EMNLP 2014 7
Simple and Effective Approach for Consistent Training of Hierarchical Phrase-based Translation Models. EACL 2014 2
Jane: Open Source Machine Translation System Combination. EACL 2014 38
EM Decipherment for Large Vocabularies. ACL 2014 10
Advancements in Reordering Models for Statistical Machine Translation. ACL 2013 16
Improving Statistical Machine Translation with Word Class Models. EMNLP 2013 49
Beam Search for Solving Substitution Ciphers. ACL 2013 29
Decipherment Complexity in 1: 1 Substitution Ciphers. ACL 2013 0
Does the Cost Function Matter in Bayes Decision Rule? TPAMI 2012 15
Deciphering Foreign Language by Combining Language Models and Context Vectors. ACL 2012 41
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 21
Semantic Cohesion Model for Phrase-Based SMT. COLING 2012 11
A Convergence Analysis of Log-Linear Training. NIPS/NeurIPS 2011 49
Training Phrase Translation Models with Leaving-One-Out. ACL 2010 99
Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models. EMNLP 2009 93
Modified MMI/MPE: a direct evaluation of the margin in speech recognition. ICML 2008 68
Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation. COLING 2008 70
Triplet Lexicon Models for Statistical Machine Translation. EMNLP 2008 48
Complexity of Finding the BLEU-optimal Hypothesis in a Confusion Network. EMNLP 2008 16
Pan, zoom, scan - Time-coherent, trained automatic video cropping. CVPR 2008 0
Minimum Bayes Risk Decoding for BLEU. ACL 2007 25
Deformation Models for Image Recognition. TPAMI 2007 236
Computing Consensus Translation for Multiple Machine Translation Systems Using Enhanced Hypothesis Alignment. EACL 2006 172
Integration of Speech to Computer-Assisted Translation Using Finite-State Automata. ACL 2006 11
CDER: Efficient MT Evaluation Using Block Movements. EACL 2006 138
Discriminative Training for Object Recognition Using Image Patches. CVPR 2005 123
Error Measures and Bayes Decision Rules Revisited with Applications to POS Tagging. EMNLP 2004 5
Improving Word Alignment Quality using Morpho-syntactic Information. COLING 2004 24
Adaptation in Statistical Pattern Recognition Using Tangent Vectors. TPAMI 2004 75
Reordering Constraints for Phrase-Based Statistical Machine Translation. COLING 2004 120
Symmetric Word Alignments for Statistical Machine Translation. COLING 2004 83
Improved Word Alignment Using a Symmetric Lexicon Model. COLING 2004 25
FSA: An Efficient and Flexible C++ Toolkit for Finite State Automata Using On-Demand Computation. ACL 2004 54
A Comparative Study on Reordering Constraints in Statistical Machine Translation. ACL 2003 146
Maximum Entropy Models for Named Entity Recognition. CoNLL 2003 166
Efficient Search for Interactive Statistical Machine Translation. EACL 2003 71
Comparison of Alignment Templates and Maximum Entropy Models for NLP. EACL 2003 0
Using POS Information for SMT into Morphologically Rich Languages. EACL 2003 0
Improving Alignment Quality in Statistical Machine Translation Using Context-dependent Maximum Entropy Models. COLING 2002 16
Discriminative Training and Maximum Entropy Models for Statistical Machine Translation. ACL 2002 1216
Generation of Word Graphs in Statistical Machine Translation. EMNLP 2002 140
Learning of Variability for Invariant Statistical Pattern Recognition. ECML/PKDD 2001 21
Refined Lexikon Models for Statistical Machine Translation Using a Maximum Entropy Approach. ACL 2001 31
A Comparison of Alignment Models for Statistical Machine Translation. COLING 2000 274
Word Re-ordering and DP-based Search in Statistical Machine Translation. COLING 2000 62
Construction of a Hierarchical Translation Memory. COLING 2000 14
Translation with Cascaded Finite State Transducers. ACL 2000 17
Improving SMT quality with morpho-syntactic analysis. COLING 2000 103
Improved Statistical Alignment Models. ACL 2000 1181
Improved Alignment Models for Statistical Machine Translation. EMNLP 1999 569
A DP based Search Using Monotone Alignments in Statistical Translation. ACL 1997 0
Word Triggers and the EM Algorithm. CoNLL 1997 35
HMM-Based Word Alignment in Statistical Translation. COLING 1996 979
On the Probabilistic Interpretation of Neural Network Classifiers and Discriminative Training Criteria. TPAMI 1995 94
On the Estimation of 'Small' Probabilities by Leaving-One-Out. TPAMI 1995 93
A Comparative Study of Two Search Strategies for Connected Word Recognition: Dynamic Programming and Heuristic Search. TPAMI 1992 36
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