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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020
Data and Representation for Turkish Natural Language Inference EMNLP 2020
Deconstructing word embedding algorithms EMNLP 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification EMNLP 2020
Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020
Enriching Word Embeddings with Temporal and Spatial Information EMNLP 2020
Acquiring language from speech by learning to remember and predict EMNLP 2020
Representation Learning for Type-Driven Composition EMNLP 2020
MIRNet: Learning Multiple Identities Representations in Overlapped Speech INTERSPEECH 2020
Understanding Self-Attention of Self-Supervised Audio Transformers INTERSPEECH 2020
Emotion Profile Refinery for Speech Emotion Classification INTERSPEECH 2020
Learning Voice Representation Using Knowledge Distillation for Automatic Voice Casting INTERSPEECH 2020
Contrastive Predictive Coding of Audio with an Adversary INTERSPEECH 2020
Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation INTERSPEECH 2020
Single-Channel Speech Enhancement by Subspace Affinity Minimization INTERSPEECH 2020
Unsupervised vs. Transfer Learning for Multimodal One-Shot Matching of Speech and Images INTERSPEECH 2020
Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification INTERSPEECH 2020
Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks INTERSPEECH 2020
Adaptive Domain-Aware Representation Learning for Speech Emotion Recognition INTERSPEECH 2020
Entity Linking for Short Text Using Structured Knowledge Graph via Multi-Grained Text Matching INTERSPEECH 2020
MELD: Meta-Reinforcement Learning from Images via Latent State Models CORL 2020
Neural Simile Recognition with Cyclic Multitask Learning and Local Attention AAAI 2020
Zero Shot Learning with the Isoperimetric Loss AAAI 2020
Meta-Learning on Graph with Curvature-Based Analysis (Student Abstract) AAAI 2020
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context AAAI 2020