Embedding Learning

Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information ICLR 2025 Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025 Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025 Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025 Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025 Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025 Entity Profile Generation and Reasoning with LLMs for Entity Alignment EMNLP 2025 ESE: Espresso Sentence Embeddings ICLR 2025 Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025 Evaluating RAG Pipelines for Arabic Lexical Information Retrieval: A Comparative Study of Embedding and Generation Models COLING 2025 E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification EMNLP 2025 Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval ICLR 2025 Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling ICML 2025 Federated Multi-view Graph Clustering with Incomplete Attribute Imputation IJCAI 2025 Few-Shot Learning Translation from New Languages EMNLP 2025 Fine-Grained Features-based Code Search for Precise Query-Code Matching COLING 2025 FinMTEB: Finance Massive Text Embedding Benchmark EMNLP 2025 Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025 FoldToken: Learning Protein Language via Vector Quantization and Beyond AAAI 2025 Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment EMNLP 2025 Fourier Sliced-Wasserstein Embedding for Multisets and Measures ICLR 2025 From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings COLING 2025 Fully Dynamic Embedding into ℓ_p Spaces ICML 2025 g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks CVPR 2025 GASE: Generatively Augmented Sentence Encoding EMNLP 2025