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Embedding Learning

3751 directly classified papers

Papers per year

Papers

VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022
BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual Similarity SEMEVAL 2022
Query Generation with External Knowledge for Dense Retrieval ACL 2022
Smoothed Embeddings for Certified Few-Shot Learning NIPS 2022
A Unified Model for Reverse Dictionary and Definition Modelling AACL 2022
MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) AAAI 2022
Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction AAAI 2022
3DPoseLite: A Compact 3D Pose Estimation Using Node Embeddings WACV 2021
Evaluating a Joint Training Approach for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora on Lower-resource Languages IJCNLP 2021
Compositional Embeddings for Multi-Label One-Shot Learning WACV 2021
Denoising Word Embeddings by Averaging in a Shared Space IJCNLP 2021
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings IJCNLP 2021
Anchor-based Bilingual Word Embeddings for Low-Resource Languages IJCNLP 2021
N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses IJCNLP 2021
Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring IJCNLP 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models IJCNLP 2021
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences WACV 2021
OntoED: Low-resource Event Detection with Ontology Embedding IJCNLP 2021
Distributed Representations of Emotion Categories in Emotion Space IJCNLP 2021
Overlapping Spaces for Compact Graph Representations NIPS 2021
eTREE: Learning Tree-structured Embeddings AAAI 2021
Learning to Distill Convolutional Features Into Compact Local Descriptors WACV 2021
LEAP Submission for the Third DIHARD Diarization Challenge INTERSPEECH 2021
Thinking Fast and Slow: Efficient Text-to-Visual Retrieval With Transformers CVPR 2021
Deep Compositional Metric Learning CVPR 2021