← Learning Types
Deep Learning › Learning Types ›

Representation Learning

4516 directly classified papers

Papers per year

Papers

Dynamics-inspired Neuromorphic Visual Representation Learning ICML 2023
INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation ACL 2023
Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases ACL 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation Learning ICML 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023
Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL 2023
A Picture of the Space of Typical Learnable Tasks ICML 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023
Critic-Guided Decoding for Controlled Text Generation ACL 2023
Transformer Language Models Handle Word Frequency in Prediction Head ACL 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation ACL 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick ICML 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023
Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure ICML 2023
Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation ACL 2023
Massively Multilingual Lexical Specialization of Multilingual Transformers ACL 2023
Improving Language Model Integration for Neural Machine Translation ACL 2023
Conditional Graph Information Bottleneck for Molecular Relational Learning ICML 2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation ACL 2023
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior ICML 2023
Adaptive Contrastive Knowledge Distillation for BERT Compression ACL 2023
Backdooring Neural Code Search ACL 2023