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Embedding Learning

3751 directly classified papers

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Papers

Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA ACL 2024
Deep Metric Learning With Chance Constraints WACV 2024
Team AT at SemEval-2024 Task 8: Machine-Generated Text Detection with Semantic Embeddings SEMEVAL 2024
Team Bolaca at SemEval-2024 Task 6: Sentence-transformers are all you need NAACL 2024
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NIPS 2024
MBZUAI-UNAM at SemEval-2024 Task 1: Sentence-CROBI, a Simple Cross-Bi-Encoder-Based Neural Network Architecture for Semantic Textual Relatedness NAACL 2024
Story Embeddings — Narrative-Focused Representations of Fictional Stories EMNLP 2024
Pairwise-Label-Based Deep Incremental Hashing with Simultaneous Code Expansion AAAI 2024
Learning Structured Representations with Hyperbolic Embeddings NIPS 2024
Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches NAACL 2024
Harnessing Personalization Methods to Identify and Predict Unreliable Information Spreader Behavior NAACL 2024
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes NAACL 2024
Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains NIPS 2024
PEACH: Pretrained-Embedding Explanation across Contextual and Hierarchical Structure IJCAI 2024
ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning IJCAI 2024
CTC-aligned Audio-Text Embedding for Streaming Open-vocabulary Keyword Spotting INTERSPEECH 2024
OdiaGenAI’s Participation in WMT2024 English-to-Low Resource Multimodal Translation Task EMNLP 2024
Query-by-Example Keyword Spotting Using Spectral-Temporal Graph Attentive Pooling and Multi-Task Learning INTERSPEECH 2024
QTIP: Quantization with Trellises and Incoherence Processing NIPS 2024
Language Models as Hierarchy Encoders NIPS 2024
Elote, Choclo and Mazorca: on the Varieties of Spanish NAACL 2024
SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024
UDON: Universal Dynamic Online distillatioN for generic image representations NIPS 2024
Cross-View Diversity Embedded Consensus Learning for Multi-View Clustering IJCAI 2024
Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception CVPR 2024