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Representation Learning

4516 directly classified papers

Papers per year

Papers

Scalable Convolutional Neural Network for Image Compressed Sensing CVPR 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping CVPR 2019
Depth Coefficients for Depth Completion CVPR 2019
Pointing Novel Objects in Image Captioning CVPR 2019
Knowledge Enhanced Contextual Word Representations EMNLP 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations EMNLP 2019
Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification EMNLP 2019
Sentence-Level Content Planning and Style Specification for Neural Text Generation EMNLP 2019
Syntax-Enhanced Self-Attention-Based Semantic Role Labeling EMNLP 2019
VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling EMNLP 2019
Parameter-free Sentence Embedding via Orthogonal Basis EMNLP 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space EMNLP 2019
Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019
Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction EMNLP 2019
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding EMNLP 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019
Retrofitting Contextualized Word Embeddings with Paraphrases EMNLP 2019
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction EMNLP 2019
Recurrent Positional Embedding for Neural Machine Translation EMNLP 2019
Investigating the Effectiveness of BPE: The Power of Shorter Sequences EMNLP 2019
Encoders Help You Disambiguate Word Senses in Neural Machine Translation EMNLP 2019
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog EMNLP 2019
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation EMNLP 2019
Multi-Granularity Representations of Dialog EMNLP 2019
An Alternative Deep Feature Approach to Line Level Keyword Spotting CVPR 2019