← Learning Types
Deep Learning › Learning Types ›

Representation Learning

4516 directly classified papers

Papers per year

Papers

Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization ACL 2023
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors ACL 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023
Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding ACL 2023
Rotation and Translation Invariant Representation Learning with Implicit Neural Representations ICML 2023
Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages ACL 2023
K-UniMorph: Korean Universal Morphology and its Feature Schema ACL 2023
Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis CVPR 2023
GOAT: A Global Transformer on Large-scale Graphs ICML 2023
Trade-Offs Between Fairness and Privacy in Language Modeling ACL 2023
Figurative Language Processing: A Linguistically Informed Feature Analysis of the Behavior of Language Models and Humans ACL 2023
Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023
Enlarging Instance-Specific and Class-Specific Information for Open-Set Action Recognition CVPR 2023
Context-Based Trit-Plane Coding for Progressive Image Compression CVPR 2023
Is Anisotropy Truly Harmful? A Case Study on Text Clustering ACL 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023
IncDSI: Incrementally Updatable Document Retrieval ICML 2023
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023
Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases ACL 2023
Improving Syntactic Probing Correctness and Robustness with Control Tasks ACL 2023
Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning ICML 2023
Grokking of Hierarchical Structure in Vanilla Transformers ACL 2023
Transformer Language Models Handle Word Frequency in Prediction Head ACL 2023
Ranking-Enhanced Unsupervised Sentence Representation Learning ACL 2023