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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

Sequence Level Contrastive Learning for Text Summarization AAAI 2022
TorchXRayVision: A library of chest X-ray datasets and models MIDL 2022
Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies MIDL 2022
Exploring evolution-aware & -free protein language models as protein function predictors NIPS 2022
Structured Multi-task Learning for Molecular Property Prediction AISTATS 2022
On PAC-Bayesian reconstruction guarantees for VAEs AISTATS 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ACL 2022
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022
Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition ACL 2022
Learning Tensor Representations for Meta-Learning AISTATS 2022
Decoupling Local and Global Representations of Time Series AISTATS 2022
Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects AISTATS 2022
Toward Unifying Text Segmentation and Long Document Summarization EMNLP 2022
The Geometry of Multilingual Language Model Representations EMNLP 2022
VIRT: Improving Representation-based Text Matching via Virtual Interaction EMNLP 2022
Fine-grained Contrastive Learning for Relation Extraction EMNLP 2022
KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022
Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022
ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022
Learning Invariant Representation Improves Robustness for MRC Models EMNLP 2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022
Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022