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

SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract) IJCAI 2025

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity ACL 2025

DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings EMNLP 2025

I Spy with My Little Eye A Minimum Cost Multicut Investigation of Dataset Frames WACV 2025

SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection EMNLP 2025

The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025

Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction NAACL 2025

BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024

Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces EACL 2024

Representation Degeneration Problem in Prompt-based Models for Natural Language Understanding COLING 2024

Leveraging Graph Structures to Detect Hallucinations in Large Language Models ACL 2024

A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024

Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024

Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation AAAI 2024

Compositional Inversion for Stable Diffusion Models AAAI 2024

Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024

Empowering Diffusion Models on the Embedding Space for Text Generation NAACL 2024

Relational Proxy Loss for Audio-Text based Keyword Spotting INTERSPEECH 2024

Werkzeug at SemEval-2024 Task 8: LLM-Generated Text Detection via Gated Mixture-of-Experts Fine-Tuning NAACL 2024

QAGait: Revisit Gait Recognition from a Quality Perspective AAAI 2024

Homophone2Vec: Embedding Space Analysis for Empirical Evaluation of Phonological and Semantic Similarity ACL 2024

OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning CVPR 2024

Instruction Embedding: Latent Representations of Instructions Towards Task Identification NIPS 2024

KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation CVPR 2024

A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024