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

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

Language Concept Erasure for Language-invariant Dense Retrieval EMNLP 2024

AoE: Angle-optimized Embeddings for Semantic Textual Similarity ACL 2024

Simulation-Free Training of Neural ODEs on Paired Data NIPS 2024

RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024

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

Noisy Neighbors: Efficient membership inference attacks against LLMs ACL 2024

MINERS: Multilingual Language Models as Semantic Retrievers EMNLP 2024

Do Llamas Work in English? On the Latent Language of Multilingual Transformers ACL 2024

Analysis of Multi-Source Language Training in Cross-Lingual Transfer ACL 2024

Open-Vocabulary Segmentation with Semantic-Assisted Calibration CVPR 2024

A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy ACL 2024

The Shape of Word Embeddings: Quantifying Non-Isometry with Topological Data Analysis EMNLP 2024

Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces EMNLP 2023

How Are Idioms Processed Inside Transformer Language Models? ACL 2023

Representation of Lexical Stylistic Features in Language Models’ Embedding Space ACL 2023

Soft-Unification in Deep Probabilistic Logic NIPS 2023

Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers? INTERSPEECH 2023

Identifying Slurs and Lexical Hate Speech via Light-Weight Dimension Projection in Embedding Space ACL 2023

A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling AAAI 2023

Content-Based Music-Image Retrieval Using Self- and Cross-Modal Feature Embedding Memory WACV 2023

Connecting Multi-modal Contrastive Representations NIPS 2023

Robust Prototype Learning for Anomalous Sound Detection INTERSPEECH 2023

Developing the Wheel Image Similarity Application with Deep Metric Learning: Hyundai Motor Company Case AAAI 2023

CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NIPS 2023