← Core Methods
Machine Learning › Core Methods ›

Embedding Learning

3751 directly classified papers

Papers per year

Papers

Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026
No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding AAAI 2026
Boosting Noisy Correspondence Discrimination via Dynamic Neighborhood Semantic Verification AAAI 2026
QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026
MV-LLMRec: Multi-View Representation Learning with Large Language Models for Recommendation (Student Abstract) AAAI 2026
CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data AAAI 2026
Inductive Generative Recommendation via Retrieval-based Speculation AAAI 2026
GeoPTH: A Lightweight Approach to Category-Based Trajectory Retrieval via Geometric Prototype Trajectory Hashing AAAI 2026
Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation AAAI 2026
TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems AAAI 2026
Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data EACL 2026
Normalizing Health Concepts with Biomedical Embedding and LLMs EACL 2026
OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026
Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching WACV 2026
ITSELF: Attention Guided Fine-Grained Alignment for Vision-Language Retrieval WACV 2026
From Few-Shot to Zero-Shot Pallet Load Recognition: A Deployed Embedding-Based Vision System for Industrial Logistics WACV 2026
Similarity-aware Probabilistic Embeddings Modeling for Video-Text Retrieval WACV 2026
Cosine Similarity as Logits?: A Scalable Knowledge Probe Using Embedding Vectors from Generative Language Models EACL 2026
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ACL 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025
CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025
Language Models are Universal Embedders ACL 2025
mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025