Alert button
Picture for Ivan Titov

Ivan Titov

Alert button

Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs

Sep 09, 2019
Bailin Wang, Ivan Titov, Mirella Lapata

Figure 1 for Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs
Figure 2 for Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs
Figure 3 for Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs
Figure 4 for Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs
Viaarxiv icon

Semantic Role Labeling with Iterative Structure Refinement

Sep 07, 2019
Chunchuan Lyu, Shay B. Cohen, Ivan Titov

Figure 1 for Semantic Role Labeling with Iterative Structure Refinement
Figure 2 for Semantic Role Labeling with Iterative Structure Refinement
Figure 3 for Semantic Role Labeling with Iterative Structure Refinement
Figure 4 for Semantic Role Labeling with Iterative Structure Refinement
Viaarxiv icon

Context-Aware Monolingual Repair for Neural Machine Translation

Sep 03, 2019
Elena Voita, Rico Sennrich, Ivan Titov

Figure 1 for Context-Aware Monolingual Repair for Neural Machine Translation
Figure 2 for Context-Aware Monolingual Repair for Neural Machine Translation
Figure 3 for Context-Aware Monolingual Repair for Neural Machine Translation
Figure 4 for Context-Aware Monolingual Repair for Neural Machine Translation
Viaarxiv icon

The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives

Sep 03, 2019
Elena Voita, Rico Sennrich, Ivan Titov

Figure 1 for The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Figure 2 for The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Figure 3 for The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Figure 4 for The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Viaarxiv icon

Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention

Aug 29, 2019
Biao Zhang, Ivan Titov, Rico Sennrich

Figure 1 for Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention
Figure 2 for Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention
Figure 3 for Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention
Figure 4 for Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention
Viaarxiv icon

Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts

Jun 28, 2019
Denis Emelin, Ivan Titov, Rico Sennrich

Figure 1 for Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts
Figure 2 for Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts
Figure 3 for Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts
Figure 4 for Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts
Viaarxiv icon

Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming

Jun 24, 2019
Caio Corro, Ivan Titov

Figure 1 for Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming
Figure 2 for Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming
Figure 3 for Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming
Figure 4 for Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming
Viaarxiv icon

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Jun 07, 2019
Elena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, Ivan Titov

Figure 1 for Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Figure 2 for Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Figure 3 for Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Figure 4 for Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Viaarxiv icon

Boosting Entity Linking Performance by Leveraging Unlabeled Documents

Jun 04, 2019
Phong Le, Ivan Titov

Figure 1 for Boosting Entity Linking Performance by Leveraging Unlabeled Documents
Figure 2 for Boosting Entity Linking Performance by Leveraging Unlabeled Documents
Figure 3 for Boosting Entity Linking Performance by Leveraging Unlabeled Documents
Figure 4 for Boosting Entity Linking Performance by Leveraging Unlabeled Documents
Viaarxiv icon

Distant Learning for Entity Linking with Automatic Noise Detection

Jun 04, 2019
Phong Le, Ivan Titov

Figure 1 for Distant Learning for Entity Linking with Automatic Noise Detection
Figure 2 for Distant Learning for Entity Linking with Automatic Noise Detection
Figure 3 for Distant Learning for Entity Linking with Automatic Noise Detection
Figure 4 for Distant Learning for Entity Linking with Automatic Noise Detection
Viaarxiv icon