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Embedding Learning

3751 directly classified papers

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Papers

You Are My Type! Type Embeddings for Pre-trained Language Models EMNLP 2022
A Survey on Word Meta-Embedding Learning IJCAI 2022
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings IJCAI 2022
Anchors Selection for Cross-lingual Embedding Alignment through Time IJCAI 2022
WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022
Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective NIPS 2022
Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge EMNLP 2022
Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching EMNLP 2022
Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022
ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022
Off-Policy Evaluation for Large Action Spaces via Embeddings ICML 2022
Nonparametric Embeddings of Sparse High-Order Interaction Events ICML 2022
HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022
GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks ICML 2022
On a Connection Between Fast and Sparse Oblivious Subspace Embeddings AISTATS 2022
MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning NIPS 2022
Role-based Multiplex Network Embedding ICML 2022
Deep Squared Euclidean Approximation to the Levenshtein Distance for DNA Storage ICML 2022
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation EMNLP 2022
Decoupling Local and Global Representations of Time Series AISTATS 2022
Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs EMNLP 2022
Parameter-free Dynamic Graph Embedding for Link Prediction NIPS 2022
Sign Language Video Retrieval With Free-Form Textual Queries CVPR 2022
Improved analysis of randomized SVD for top-eigenvector approximation AISTATS 2022
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022