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Representation Learning

4516 directly classified papers

Papers per year

Papers

Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment CVPR 2018
Monocular Relative Depth Perception With Web Stereo Data Supervision CVPR 2018
PPFNet: Global Context Aware Local Features for Robust 3D Point Matching CVPR 2018
Deep Depth Completion of a Single RGB-D Image CVPR 2018
Learning Pose Specific Representations by Predicting Different Views CVPR 2018
Unsupervised Learning of View-invariant Action Representations NIPS 2018
HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding EMNLP 2018
QuAC: Question Answering in Context EMNLP 2018
A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018
What do character-level models learn about morphology? The case of dependency parsing EMNLP 2018
Learning Better Internal Structure of Words for Sequence Labeling EMNLP 2018
Evaluating the Utility of Hand-crafted Features in Sequence Labelling EMNLP 2018
A Framework for Understanding the Role of Morphology in Universal Dependency Parsing EMNLP 2018
How to represent a word and predict it, too: Improving tied architectures for language modelling EMNLP 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018
On the Strength of Character Language Models for Multilingual Named Entity Recognition EMNLP 2018
Topic Memory Networks for Short Text Classification EMNLP 2018
Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation EMNLP 2018
Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018
Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018
LRMM: Learning to Recommend with Missing Modalities EMNLP 2018
An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking EMNLP 2018
Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter EMNLP 2018
Sentiment Classification towards Question-Answering with Hierarchical Matching Network EMNLP 2018
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification EMNLP 2018