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Methodology
← Core Methods
Machine Learning
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Core Methods
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Embedding Learning
3751 directly classified papers
Papers per year
2001: 2
2002: 1
2003: 2
2004: 1
2005: 2
2006: 8
2007: 6
2008: 7
2009: 13
2010: 14
2011: 17
2012: 19
2013: 39
2014: 35
2015: 58
2016: 85
2017: 230
2018: 340
2019: 515
2020: 474
2021: 426
2022: 364
2023: 328
2024: 361
2025: 336
2026: 68
Papers
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence
ACL 2020
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs
AAAI 2020
LCD: Learned Cross-Domain Descriptors for 2D-3D Matching
AAAI 2020
Integrating knowledge graph embeddings to improve mention representation for bridging anaphora resolution
COLING 2020
A Variational Autoencoder with Deep Embedding Model for Generalized Zero-Shot Learning
AAAI 2020
Embedding-based Scientific Literature Discovery in a Text Editor Application
ACL 2020
Universal Embeddings for Spatio-Temporal Tagging of Self-Driving Logs
CORL 2020
Generalized Product Quantization Network for Semi-Supervised Image Retrieval
CVPR 2020
Deep Match to Rank Model for Personalized Click-Through Rate Prediction
AAAI 2020
Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation
AAAI 2020
A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models
AAAI 2020
Representing Closed Transformation Paths in Encoded Network Latent Space
AAAI 2020
An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions
INTERSPEECH 2020
In Defence of Metric Learning for Speaker Recognition
INTERSPEECH 2020
Speaker Conditioned Acoustic-to-Articulatory Inversion Using x-Vectors
INTERSPEECH 2020
Learning Geometric Word Meta-Embeddings
ACL 2020
Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base
AAAI 2020
Topic Modeling on Document Networks with Adjacent-Encoder
AAAI 2020
Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs
ACL 2020
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation
CORL 2020
Context-Aware Attention Network for Image-Text Retrieval
CVPR 2020
What relations are reliably embeddable in Euclidean space?
ALT 2020
Node Embeddings and Exact Low-Rank Representations of Complex Networks
NIPS 2020
ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion
AAAI 2020
Contextual Parameter Generation for Knowledge Graph Link Prediction
AAAI 2020
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