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Embedding Learning

3751 directly classified papers

Papers per year

Papers

No Word Embedding Model Is Perfect: Evaluating the Representation Accuracy for Social Bias in the Media EMNLP 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation EMNLP 2022
Parameter-free Dynamic Graph Embedding for Link Prediction NIPS 2022
You Are My Type! Type Embeddings for Pre-trained Language Models EMNLP 2022
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding NIPS 2022
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022
Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs EMNLP 2022
Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract) AAAI 2022
Continual Learning through Retrieval and Imagination AAAI 2022
ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations AAAI 2022
Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022
Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022
The Effects of Corpus Choice and Morphosyntax on Multilingual Space Induction EMNLP 2022
Graph Embeddings for Argumentation Quality Assessment EMNLP 2022
Entity Embedding Completion for Wide-Coverage Entity Disambiguation EMNLP 2022
Guiding Neural Entity Alignment with Compatibility EMNLP 2022
IsoScore: Measuring the Uniformity of Embedding Space Utilization ACL 2022
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization EMNLP 2022
Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel (Extended Abstract) IJCAI 2022
PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems EMNLP 2022
Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022