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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

X-Class: Text Classification with Extremely Weak Supervision NAACL 2021
On learning and representing social meaning in NLP: a sociolinguistic perspective NAACL 2021
Tackling Fake News Detection by Interactively Learning Representations using Graph Neural Networks IJCNLP 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup IJCNLP 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL 2021
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021
Disentangling syntax and semantics in the brain with deep networks ICML 2021
Task-Oriented Clustering for Dialogues EMNLP 2021
How is BERT surprised? Layerwise detection of linguistic anomalies IJCNLP 2021
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning IJCNLP 2021
How Fast can BERT Learn Simple Natural Language Inference? EACL 2021
Refining BERT Embeddings for Document Hashing via Mutual Information Maximization EMNLP 2021
Learning disentangled representations via product manifold projection ICML 2021
Box Embeddings: An open-source library for representation learning using geometric structures EMNLP 2021
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering ACL 2021
Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation EACL 2021
Recent Trends in Word Sense Disambiguation: A Survey IJCAI 2021
Learning Universal Authorship Representations EMNLP 2021
Provable Meta-Learning of Linear Representations ICML 2021
Towards Realistic Few-Shot Relation Extraction EMNLP 2021
Learning grounded word meaning representations on similarity graphs EMNLP 2021
Sentence Bottleneck Autoencoders from Transformer Language Models EMNLP 2021
Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles EMNLP 2021
Improving Contrastive Learning by Visualizing Feature Transformation ICCV 2021
On Compositions of Transformations in Contrastive Self-Supervised Learning ICCV 2021