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Representation Learning

4516 directly classified papers

Papers per year

Papers

Backdooring Neural Code Search ACL 2023
Contrastive Classification and Representation Learning with Probabilistic Interpretation AAAI 2023
Learning Compact Features via In-Training Representation Alignment AAAI 2023
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better ACL 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
Balaur: Language Model Pretraining with Lexical Semantic Relations EMNLP 2023
Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach AAAI 2023
Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification EMNLP 2023
Unified Representation for Non-compositional and Compositional Expressions EMNLP 2023
Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023
Neural Spline Search for Quantile Probabilistic Modeling AAAI 2023
Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling AAAI 2023
Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations EMNLP 2023
Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization EMNLP 2023
AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning AAAI 2023
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning AAAI 2023
Understanding Representation Learnability of Nonlinear Self-Supervised Learning AAAI 2023
T-distributed Spherical Feature Representation for Imbalanced Classification AAAI 2023
Priori Anchor Labels Supervised Scalable Multi-View Bipartite Graph Clustering AAAI 2023
DeltaScore: Fine-Grained Story Evaluation with Perturbations EMNLP 2023
Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning AAAI 2023
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval EMNLP 2023
Substructure Aware Graph Neural Networks AAAI 2023
RobustEmbed: Robust Sentence Embeddings Using Self-Supervised Contrastive Pre-Training EMNLP 2023
A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023