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Embedding Learning

3751 directly classified papers

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Papers

Polarity inversion operators in PLM CONLL 2025
IRSum: One Model to Rule Summarization and Retrieval ACL 2025
ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token Recycling AAAI 2025
CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025
Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025
Disentangling Linguistic Features with Dimension-Wise Analysis of Vector Embeddings NAACL 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
SPAC: Sparse Partitioning and Adaptive Core Tensor Pruning Model for Knowledge Graph Completion AAAI 2025
Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
Endogenous Recovery via Within-modality Prototypes for Incomplete Multimodal Hashing IJCAI 2025
SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation IJCAI 2025
SLR-MVTC: Smooth Low-Rank Multi-View Tensor Clustering AAAI 2025
OASIS: Order-Augmented Strategy for Improved Code Search ACL 2025
Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning ACL 2025
Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025
EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 2025
CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025
Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025
Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025
A Simple but Effective Context Retrieval for Sequential Sentence Classification in Long Legal Documents ACL 2025
Mind the Gap: Gender-based Differences in Occupational Embeddings ACL 2025
Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025
Federated Multi-view Graph Clustering with Incomplete Attribute Imputation IJCAI 2025
Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation AAAI 2025