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Optimization

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Papers

Variable beam search for generative neural parsing and its relevance for the analysis of neuro-imaging signal IJCNLP 2019
Retrofitting Contextualized Word Embeddings with Paraphrases IJCNLP 2019
Machine Translation for Machines: the Sentiment Classification Use Case IJCNLP 2019
Speculative Beam Search for Simultaneous Translation IJCNLP 2019
Show Your Work: Improved Reporting of Experimental Results IJCNLP 2019
Single Training Dimension Selection for Word Embedding with PCA IJCNLP 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text IJCNLP 2019
Efficient Sentence Embedding using Discrete Cosine Transform IJCNLP 2019
Easy First Relation Extraction with Information Redundancy IJCNLP 2019
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites IJCNLP 2019
Experimenting with Power Divergences for Language Modeling IJCNLP 2019
Distributionally Robust Language Modeling IJCNLP 2019
ARAML: A Stable Adversarial Training Framework for Text Generation IJCNLP 2019
Data-Anonymous Encoding for Text-to-SQL Generation IJCNLP 2019
Hint-Based Training for Non-Autoregressive Machine Translation IJCNLP 2019
Generating Natural Anagrams: Towards Language Generation Under Hard Combinatorial Constraints IJCNLP 2019
SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence IJCNLP 2019
Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition INTERSPEECH 2019
On Nonlinear Spatial Filtering in Multichannel Speech Enhancement INTERSPEECH 2019
Large Margin Training for Attention Based End-to-End Speech Recognition INTERSPEECH 2019
A Multi-Accent Acoustic Model Using Mixture of Experts for Speech Recognition INTERSPEECH 2019
Meta Learning for Hyperparameter Optimization in Dialogue System INTERSPEECH 2019
An Analysis of Local Monotonic Attention Variants INTERSPEECH 2019
Improving Transformer-Based End-to-End Speech Recognition with Connectionist Temporal Classification and Language Model Integration INTERSPEECH 2019
Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR INTERSPEECH 2019