← Learning Types
Machine Learning › Learning Types ›

Representation Learning

2843 directly classified papers

Papers per year

Papers

Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model NIPS 2023
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning EMNLP 2023
CoVariance-based Causal Debiasing for Entity and Relation Extraction EMNLP 2023
Enhancing Neural Machine Translation with Semantic Units EMNLP 2023
Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries EMNLP 2023
Factual Relation Discrimination for Factuality-oriented Abstractive Summarization EMNLP 2023
Semantic Similarity Models for Depression Severity Estimation EMNLP 2023
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts EMNLP 2023
Rethinking Word-Level Auto-Completion in Computer-Aided Translation EMNLP 2023
Emergence of Abstract State Representations in Embodied Sequence Modeling EMNLP 2023
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion EMNLP 2023
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics EMNLP 2023
On the Benefits of Learning to Route in Mixture-of-Experts Models EMNLP 2023
Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City EMNLP 2023
How Does Generative Retrieval Scale to Millions of Passages? EMNLP 2023
Event Process Typing via Hierarchical Optimal Transport AAAI 2023
SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network AAAI 2023
Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023
Multi-Realism Image Compression With a Conditional Generator CVPR 2023
Improving Image Recognition by Retrieving From Web-Scale Image-Text Data CVPR 2023
User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023
HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning IJCAI 2023
CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023
Graph Neural Convection-Diffusion with Heterophily IJCAI 2023
Data-Driven Invariant Learning for Probabilistic Programs (Extended Abstract) IJCAI 2023