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Embedding Learning

3751 directly classified papers

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Papers

Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching EMNLP 2022
Multi-View Visual Semantic Embedding IJCAI 2022
Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing JMLR 2022
SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022
NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022
You Are My Type! Type Embeddings for Pre-trained Language Models EMNLP 2022
Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022
WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022
SignRFF: Sign Random Fourier Features NIPS 2022
Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022
Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NIPS 2022
Guiding Neural Entity Alignment with Compatibility EMNLP 2022
Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge EMNLP 2022
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022
Near-Isometric Properties of Kronecker-Structured Random Tensor Embeddings NIPS 2022
Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs EMNLP 2022
ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022
Mean Nyström Embeddings for Adaptive Compressive Learning AISTATS 2022
Learning Symmetric Embeddings for Equivariant World Models ICML 2022
No Word Embedding Model Is Perfect: Evaluating the Representation Accuracy for Social Bias in the Media EMNLP 2022
Personalized Federated Learning through Local Memorization ICML 2022
Representing Spatial Trajectories as Distributions NIPS 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
Forward Operator Estimation in Generative Models with Kernel Transfer Operators ICML 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022