Name Venue Year citations
Does Joint Training Really Help Cascaded Speech Translation? EMNLP 2022 6
Unifying Input and Output Smoothing in Neural Machine Translation. COLING 2020 4
Neural Language Modeling for Named Entity Recognition. COLING 2020 1
Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos. TPAMI 2020 349
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture. ACL 2020 41
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies. ACL 2019 91
Upper and Lower Tight Error Bounds for Feature Omission with an Extension to Context Reduction. TPAMI 2019 1
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition. ACL 2018 93
Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation. EMNLP 2018 24
Neural Hidden Markov Model for Machine Translation. ACL 2018 23
Neural Sign Language Translation. CVPR 2018 766
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder. EMNLP 2018 0
Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes. EACL 2017 3
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 276
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 285
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 27
Jane: Open Source Machine Translation System Combination. EACL 2014 47
EM Decipherment for Large Vocabularies. ACL 2014 10
Simple and Effective Approach for Consistent Training of Hierarchical Phrase-based Translation Models. EACL 2014 2
Improved Decipherment of Homophonic Ciphers. EMNLP 2014 14
Translation Modeling with Bidirectional Recurrent Neural Networks. EMNLP 2014 194
Advancements in Reordering Models for Statistical Machine Translation. ACL 2013 18
Beam Search for Solving Substitution Ciphers. ACL 2013 37
Improving Statistical Machine Translation with Word Class Models. EMNLP 2013 51
Decipherment Complexity in 1: 1 Substitution Ciphers. ACL 2013 0
Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation. ACL 2012 8
Deciphering Foreign Language by Combining Language Models and Context Vectors. ACL 2012 44
Latent Log-Linear Models for Handwritten Digit Classification. TPAMI 2012 26
Does the Cost Function Matter in Bayes Decision Rule? TPAMI 2012 18
Semantic Cohesion Model for Phrase-Based SMT. COLING 2012 11
A Convergence Analysis of Log-Linear Training. NIPS/NeurIPS 2011 75
Training Phrase Translation Models with Leaving-One-Out. ACL 2010 100
Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models. EMNLP 2009 100
Triplet Lexicon Models for Statistical Machine Translation. EMNLP 2008 49
Complexity of Finding the BLEU-optimal Hypothesis in a Confusion Network. EMNLP 2008 16
Modified MMI/MPE: a direct evaluation of the margin in speech recognition. ICML 2008 67
Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation. COLING 2008 72
Pan, zoom, scan - Time-coherent, trained automatic video cropping. CVPR 2008 0
Deformation Models for Image Recognition. TPAMI 2007 271
Minimum Bayes Risk Decoding for BLEU. ACL 2007 31
Integration of Speech to Computer-Assisted Translation Using Finite-State Automata. ACL 2006 12
CDER: Efficient MT Evaluation Using Block Movements. EACL 2006 155
Computing Consensus Translation for Multiple Machine Translation Systems Using Enhanced Hypothesis Alignment. EACL 2006 198
Discriminative Training for Object Recognition Using Image Patches. CVPR 2005 140
Reordering Constraints for Phrase-Based Statistical Machine Translation. COLING 2004 116
Error Measures and Bayes Decision Rules Revisited with Applications to POS Tagging. EMNLP 2004 6
Improved Word Alignment Using a Symmetric Lexicon Model. COLING 2004 26
Adaptation in Statistical Pattern Recognition Using Tangent Vectors. TPAMI 2004 74
Improving Word Alignment Quality using Morpho-syntactic Information. COLING 2004 23
Symmetric Word Alignments for Statistical Machine Translation. COLING 2004 87
FSA: An Efficient and Flexible C++ Toolkit for Finite State Automata Using On-Demand Computation. ACL 2004 58
Comparison of Alignment Templates and Maximum Entropy Models for NLP. EACL 2003 0
Using POS Information for SMT into Morphologically Rich Languages. EACL 2003 14
Efficient Search for Interactive Statistical Machine Translation. EACL 2003 71
A Comparative Study on Reordering Constraints in Statistical Machine Translation. ACL 2003 145
Maximum Entropy Models for Named Entity Recognition. CoNLL 2003 204
Generation of Word Graphs in Statistical Machine Translation. EMNLP 2002 138
Improving Alignment Quality in Statistical Machine Translation Using Context-dependent Maximum Entropy Models. COLING 2002 18
Discriminative Training and Maximum Entropy Models for Statistical Machine Translation. ACL 2002 1232
Learning of Variability for Invariant Statistical Pattern Recognition. ECML/PKDD 2001 23
Refined Lexikon Models for Statistical Machine Translation Using a Maximum Entropy Approach. ACL 2001 0
A Comparison of Alignment Models for Statistical Machine Translation. COLING 2000 270
Improved Statistical Alignment Models. ACL 2000 1195
Word Re-ordering and DP-based Search in Statistical Machine Translation. COLING 2000 61
Improving SMT quality with morpho-syntactic analysis. COLING 2000 103
Construction of a Hierarchical Translation Memory. COLING 2000 3
Translation with Cascaded Finite State Transducers. ACL 2000 18
Improved Alignment Models for Statistical Machine Translation. EMNLP 1999 600
Word Triggers and the EM Algorithm. CoNLL 1997 37
A DP based Search Using Monotone Alignments in Statistical Translation. ACL 1997 0
HMM-Based Word Alignment in Statistical Translation. COLING 1996 993
On the Estimation of 'Small' Probabilities by Leaving-One-Out. TPAMI 1995 100
On the Probabilistic Interpretation of Neural Network Classifiers and Discriminative Training Criteria. TPAMI 1995 93
A Comparative Study of Two Search Strategies for Connected Word Recognition: Dynamic Programming and Heuristic Search. TPAMI 1992 37
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