← Learning Types
Machine Learning › Learning Types ›

Representation Learning

2843 directly classified papers

Papers per year

Papers

Disentangling Voice and Content with Self-Supervision for Speaker Recognition NIPS 2023
Length is a Curse and a Blessing for Document-level Semantics EMNLP 2023
Conceptual structure coheres in human cognition but not in large language models EMNLP 2023
Knowledge Graph Compression Enhances Diverse Commonsense Generation EMNLP 2023
Directional diffusion models for graph representation learning NIPS 2023
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NIPS 2023
Instance-Dependent Noisy Label Learning via Graphical Modelling WACV 2023
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NIPS 2023
Learning World Models with Identifiable Factorization NIPS 2023
Drop Clause: Enhancing Performance, Robustness and Pattern Recognition Capabilities of the Tsetlin Machine AAAI 2023
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023
Local-Global Defense against Unsupervised Adversarial Attacks on Graphs AAAI 2023
Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023
Coreset Sampling From Open-Set for Fine-Grained Self-Supervised Learning CVPR 2023
DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-gaussian Space AAAI 2023
Language Model Analysis for Ontology Subsumption Inference ACL 2023
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering ACL 2023
Contrastive Learning of Sociopragmatic Meaning in Social Media ACL 2023
Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis ACL 2023
The Role of Global and Local Context in Named Entity Recognition ACL 2023
Tracing Linguistic Markers of Influence in a Large Online Organisation ACL 2023
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss INTERSPEECH 2023
NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal Embeddings WACV 2023
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ACL 2023
Sustaining Fairness via Incremental Learning AAAI 2023