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Representation Learning

4516 directly classified papers

Papers per year

Papers

Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating AAAI 2023
A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023
Unsupervised Deep Embedded Fusion Representation of Single-Cell Transcriptomics AAAI 2023
Online Symbolic Regression with Informative Query AAAI 2023
TemplateGEC: Improving Grammatical Error Correction with Detection Template ACL 2023
PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023
Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion AAAI 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ACL 2023
Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023
Towards Voice Reconstruction from EEG during Imagined Speech AAAI 2023
Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition AAAI 2023
TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline ACL 2023
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning AAAI 2023
FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning AAAI 2023
Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model ACL 2023
Very Fast, Approximate Counterfactual Explanations for Decision Forests AAAI 2023
Scalable Spatiotemporal Graph Neural Networks AAAI 2023
C-NTPP: Learning Cluster-Aware Neural Temporal Point Process AAAI 2023
A fine-grained comparison of pragmatic language understanding in humans and language models ACL 2023
Interpolating Graph Pair to Regularize Graph Classification AAAI 2023
The Catalog Problem: Clustering and Ordering Variable-Sized Sets ICML 2023
Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023
A Textual Dataset for Situated Proactive Response Selection ACL 2023