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Embedding Learning

3751 directly classified papers

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Papers

Dense Connector for MLLMs NIPS 2024
SnapKV: LLM Knows What You are Looking for Before Generation NIPS 2024
Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model NIPS 2024
The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models EACL 2024
Loki: Low-rank Keys for Efficient Sparse Attention NIPS 2024
Instruction Embedding: Latent Representations of Instructions Towards Task Identification NIPS 2024
ASOS at KSAA-CAD 2024: One Embedding is All You Need for Your Dictionary ACL 2024
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NIPS 2024
Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations EACL 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NIPS 2024
A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy ACL 2024
Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction ACL 2024
VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024
Concept Space Alignment in Multilingual LLMs EMNLP 2024
Federated Model Heterogeneous Matryoshka Representation Learning NIPS 2024
Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP 2024
LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024
Interfacing Foundation Models' Embeddings NIPS 2024
Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions EMNLP 2024
Neural Embeddings for kNN Search in Biological Sequence AAAI 2024
Adversarial Schrödinger Bridge Matching NIPS 2024
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding AAAI 2024
Meta-Task Prompting Elicits Embeddings from Large Language Models ACL 2024
Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024
RepCodec: A Speech Representation Codec for Speech Tokenization ACL 2024