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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025
Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025
Towards Ancient Meroitic Decipherment: A Computational Approach NAACL 2025
Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025
Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025
Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques COLING 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025
GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025
Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025
Testing Humor Theory Using Word and Sentence Embeddings COLING 2025
Multi-view-guided Passage Reranking with Large Language Models EMNLP 2025
Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025
Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025
iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition ACL 2025
Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025