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Embedding Learning

3751 directly classified papers

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Papers

Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025
Dynamic Injection of Entity Knowledge into Dense Retrievers EMNLP 2025
SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors COLING 2025
DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning CVPR 2025
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025
SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations CVPR 2025
Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025
mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation CVPR 2025
Statistical Inference of Random Graphs With a Surrogate Likelihood Function JMLR 2025
Testing Humor Theory Using Word and Sentence Embeddings COLING 2025
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering COLING 2025
Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025
g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks CVPR 2025
Hildoc: Leveraging Hilbert Curve Representation for Accurate and Efficient Document Retrieval IJCNLP 2025
LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025
Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025
PRALEKHA: Cross-Lingual Document Alignment for Indic Languages IJCNLP 2025
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings COLING 2025
Understanding Token Probability Encoding in Output Embeddings COLING 2025
Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees JMLR 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025
Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens ACL 2025