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Embedding Learning

3751 directly classified papers

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Papers

MINERS: Multilingual Language Models as Semantic Retrievers EMNLP 2024
CED: Comparing Embedding Differences for Detecting Out-of-Distribution and Hallucinated Text EMNLP 2024
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding EMNLP 2024
SimLex-999 for Dutch COLING 2024
Community Detection Guarantees using Embeddings Learned by Node2Vec NIPS 2024
Analysis of Using Sigmoid Loss for Contrastive Learning AISTATS 2024
RT-VQ2A2: Real Time Vector Quantized Question Answering with ASR COLING 2024
AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings COLING 2024
A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024
MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024
STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024
FATE: Feature-Agnostic Transformer-Based Encoder for Learning Generalized Embedding Spaces in Flow Cytometry Data WACV 2024
A General Algorithm for Solving Rank-one Matrix Sensing AISTATS 2024
HAMMER: Learning Entropy Maps To Create Accurate 3D Models in Multi-View Stereo WACV 2024
HyperMR: Hyperbolic Hypergraph Multi-hop Reasoning for Knowledge-based Visual Question Answering COLING 2024
Exploring Alignment in Shared Cross-lingual Spaces ACL 2024
Learning Geometry-Aware Representations for New Intent Discovery ACL 2024
Greed is All You Need: An Evaluation of Tokenizer Inference Methods ACL 2024
Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries ACL 2024
Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ACL 2024
Space Decomposition for Sentence Embedding ACL 2024
RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024
Baleegh at KSAA-CAD 2024: Towards Enhancing Arabic Reverse Dictionaries ACL 2024
Bi-Directional Training for Composed Image Retrieval via Text Prompt Learning WACV 2024