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Embedding Learning

3751 directly classified papers

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Papers

Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones NIPS 2021
Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic NIPS 2021
Residual2Vec: Debiasing graph embedding with random graphs NIPS 2021
A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval NIPS 2021
Modality-Agnostic Topology Aware Localization NIPS 2021
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification ACL 2021
Structure-aware Sentence Encoder in Bert-Based Siamese Network ACL 2021
Online Graph Dictionary Learning ICML 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora EACL 2021
Complementary Evidence Identification in Open-Domain Question Answering EACL 2021
User Factor Adaptation for User Embedding via Multitask Learning EACL 2021
Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis EACL 2021
An Identifiable Double VAE For Disentangled Representations ICML 2021
Near-Optimal Representation Learning for Linear Bandits and Linear RL ICML 2021
Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses NIPS 2021
Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement NIPS 2021
A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract) AAAI 2021
One-Sketch-for-All: Non-linear Random Features from Compressed Linear Measurements AISTATS 2021
Self-Adaptable Point Processes with Nonparametric Time Decays NIPS 2021
Unsupervised Sentence-embeddings by Manifold Approximation and Projection EACL 2021
Convex Aggregation for Opinion Summarization EMNLP 2021
NeuroMLR: Robust & Reliable Route Recommendation on Road Networks NIPS 2021
UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021
Adapting Entities across Languages and Cultures EMNLP 2021
WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021