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Embedding Learning

3751 directly classified papers

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Papers

Database-Augmented Query Representation for Information Retrieval EMNLP 2025
Few-Shot Learning Translation from New Languages EMNLP 2025
Training LLMs to be Better Text Embedders through Bidirectional Reconstruction EMNLP 2025
Static Word Embeddings for Sentence Semantic Representation EMNLP 2025
When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025
DINT Transformer EMNLP 2025
Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation EMNLP 2025
jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval EMNLP 2025
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025
SAG: Enhancing Domain-Specific Information Retrieval with Semantic-Augmented Graphs EMNLP 2025
IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025
Learning on Model Weights using Tree Experts CVPR 2025
Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025
Incomplete Multi-View Multi-label Learning via Disentangled Representation and Label Semantic Embedding CVPR 2025
A Data-driven Investigation of Euphemistic Language: Comparing the usage of “slave” and “servant” in 19th century US newspapers NAACL 2025
GeoMM: On Geodesic Perspective for Multi-modal Learning CVPR 2025
LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion. CVPR 2025
Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025
Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models CVPR 2025
CusConcept: Customized Visual Concept Decomposition with Diffusion Models WACV 2025
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering COLING 2025
NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025
Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques COLING 2025
NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability WACV 2025