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Representation Learning

4516 directly classified papers

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Papers

Bridging the Granularity Gap for Acoustic Modeling ACL 2023
Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks ICML 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023
Explanation Regeneration via Information Bottleneck ACL 2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023
Neural Vector Fields: Implicit Representation by Explicit Learning CVPR 2023
Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering ICML 2023
Neural Video Compression With Diverse Contexts CVPR 2023
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL 2023
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval CVPR 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs ACL 2023
ContraCLM: Contrastive Learning For Causal Language Model ACL 2023
Compositional Generalization without Trees using Multiset Tagging and Latent Permutations ACL 2023
How does the task complexity of masked pretraining objectives affect downstream performance? ACL 2023
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ACL 2023
Learning useful representations for shifting tasks and distributions ICML 2023
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023
Modular Memorability: Tiered Representations for Video Memorability Prediction CVPR 2023
Leveraging Proxy of Training Data for Test-Time Adaptation ICML 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization ACL 2023
AMR-TST: Abstract Meaning Representation-based Text Style Transfer ACL 2023
Leveraging Temporal Context in Low Representational Power Regimes CVPR 2023
Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization ACL 2023
Simplified Temporal Consistency Reinforcement Learning ICML 2023
Denoising Enhanced Distantly Supervised Ultrafine Entity Typing ACL 2023