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embedding space

298 papers

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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

Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023
Implicit phonetic information modeling for speech emotion recognition INTERSPEECH 2023
Soft-Unification in Deep Probabilistic Logic NIPS 2023
AdaMS: Deep Metric Learning with Adaptive Margin and Adaptive Scale for Acoustic Word Discrimination INTERSPEECH 2023
CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NIPS 2023
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding NIPS 2023
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders NIPS 2023
BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023
Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces EMNLP 2023
Identifying Slurs and Lexical Hate Speech via Light-Weight Dimension Projection in Embedding Space ACL 2023
Interpreting Embedding Spaces by Conceptualization EMNLP 2023
When are post-hoc conceptual explanations identifiable? UAI 2023
Variation and Instability in Dialect-Based Embedding Spaces EACL 2023
Domain Adaptation for Sentiment Analysis Using Robust Internal Representations EMNLP 2023
DC-Former: Diverse and Compact Transformer for Person Re-identification AAAI 2023
Prototype-Based Embedding Network for Scene Graph Generation CVPR 2023
Linear Spaces of Meanings: Compositional Structures in Vision-Language Models ICCV 2023
Connecting Multi-modal Contrastive Representations NIPS 2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR CVPR 2023
Robust Prototype Learning for Anomalous Sound Detection INTERSPEECH 2023
Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs EMNLP 2023
Content-Based Music-Image Retrieval Using Self- and Cross-Modal Feature Embedding Memory WACV 2023
Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification EMNLP 2023
Developing the Wheel Image Similarity Application with Deep Metric Learning: Hyundai Motor Company Case AAAI 2023
Why Bother with Geometry? On the Relevance of Linear Decompositions of Transformer Embeddings EMNLP 2023