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Embedding Learning

3751 directly classified papers

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Papers

Graph Spectral Embedding using the Geodesic Betweenness Centrality AISTATS 2023
Fast Variational Estimation of Mutual Information for Implicit and Explicit Likelihood Models AISTATS 2023
Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs EMNLP 2023
XL-LEXEME: WiC Pretrained Model for Cross-Lingual LEXical sEMantic changE ACL 2023
Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining AISTATS 2023
Personalized Dense Retrieval on Global Index for Voice-enabled Conversational Systems EMNLP 2023
Narrative Cloze as a Training Objective: Towards Modeling Stories Using Narrative Chain Embeddings ACL 2023
Uncertainty-aware Unsupervised Video Hashing AISTATS 2023
Are Embedded Potatoes Still Vegetables? On the Limitations of WordNet Embeddings for Lexical Semantics EMNLP 2023
Self-supervised Post-processing Method to Enrich Pretrained Word Vectors EMNLP 2023
Neural Intrinsic Embedding for Non-Rigid Point Cloud Matching CVPR 2023
Fitting low-rank models on egocentrically sampled partial networks AISTATS 2023
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings EMNLP 2023
Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks ICML 2023
SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings EMNLP 2023
Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation ICML 2023
Reliable Measures of Spread in High Dimensional Latent Spaces ICML 2023
The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data ICML 2023
A Statistical Perspective on Retrieval-Based Models ICML 2023
Solving Hard Analogy Questions with Relation Embedding Chains EMNLP 2023
Insights into Ordinal Embedding Algorithms: A Systematic Evaluation JMLR 2023
LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation EACL 2023
SceneTrilogy: On Human Scene-Sketch and Its Complementarity With Photo and Text CVPR 2023
Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality Estimation CVPR 2023