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embedding space

298 papers

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Co-occurring keywords

representation learning (6174) word embedding (1764) contrastive learning (3979) metric learning (1189) embedding learning (609) deep metric learning (123) large language model (12755) zero-shot learning (3637) transfer learning (5442) few-shot learning (3390)

Papers

Geometric Order Learning for Rank Estimation NIPS 2022
DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation IJCNLP 2022
Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022
Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective NIPS 2022
Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022
Addressing token uniformity in transformers via singular value transformation UAI 2022
Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations EMNLP 2022
Attributable Visual Similarity Learning CVPR 2022
Continual Learning through Retrieval and Imagination AAAI 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection IJCNLP 2022
Deep Metric Learning with Self-Supervised Ranking AAAI 2021
Learning Intra-Batch Connections for Deep Metric Learning ICML 2021
Neural Cellular Automata Manifold CVPR 2021
Joint Learning of 3D Shape Retrieval and Deformation CVPR 2021
Contrastive Embedding for Generalized Zero-Shot Learning CVPR 2021
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model IJCNLP 2021
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings IJCNLP 2021
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy EMNLP 2021
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders EMNLP 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast EMNLP 2021
Probabilistic task modelling for meta-learning UAI 2021
A Unified Feature Representation for Lexical Connotations EACL 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks IJCNLP 2021
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning NAACL 2021