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Representation Learning

4,516 papers

Papers per year

Papers

Metaphor Detection Using Contextual Word Embeddings From Transformers ACL 2020
Testing the role of metadata in metaphor identification ACL 2020
A Transformer Approach to Contextual Sarcasm Detection in Twitter ACL 2020
Syntactic Parsing in Humans and Machines ACL 2020
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages ACL 2020
Compositionality and Capacity in Emergent Languages ACL 2020
Learning Geometric Word Meta-Embeddings ACL 2020
A Cross-Task Analysis of Text Span Representations ACL 2020
In search of isoglosses: continuous and discrete language embeddings in Slavic historical phonology ACL 2020
Disentangled Representations for Sequence Data using Information Bottleneck Principle ACML 2020
Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations AISTATS 2020
Red Dragon AI at TextGraphs 2020 Shared Task : LIT : LSTM-Interleaved Transformer for Multi-Hop Explanation Ranking COLING 2020
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization COLING 2020
Modelling Lexical Ambiguity with Density Matrices CONLL 2020
Representation Learning for Type-Driven Composition CONLL 2020
Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution CVPR 2020
Learning to Discriminate Information for Online Action Detection CVPR 2020
Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects CVPR 2020
Reflection Scene Separation From a Single Image CVPR 2020
Style Normalization and Restitution for Generalizable Person Re-Identification CVPR 2020
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization CVPR 2020
Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image CVPR 2020
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image CVPR 2020
Image Processing Using Multi-Code GAN Prior CVPR 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction CVPR 2020