Embedding Learning

VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks ICLR 2025 WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025 Weighted Embeddings for Low-Dimensional Graph Representation AAAI 2025 Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning ACL 2025 WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks ACL 2025 What is in a name? Mitigating Name Bias in Text Embedding Similarity via Anonymization ACL 2025 When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025 Wikivecs: A Fully Reproducible Vectorization of Multilingual Wikipedia ACL 2025 WMAdapter: Adding WaterMark Control to Latent Diffusion Models ICML 2025 Word2Vec4Kids: Interactive Challenges to Introduce Middle School Students to Word Embeddings AAAI 2025 Word-level Cross-lingual Structure in Large Language Models COLING 2025 XTR meets ColBERTv2: Adding ColBERTv2 Optimizations to XTR COLING 2025 Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free ICLR 2025 Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025 Zero-Shot Natural Language Explanations ICLR 2025 Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design NeurIPS 2024 A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization NeurIPS 2024 Accelerating Visual Sparse-Reward Learning with Latent Nearest-Demonstration-Guided Explorations CoRL 2024 A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy ACL 2024 Adaptive Axes: A Pipeline for In-domain Social Stereotype Analysis EMNLP 2024 Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders ICLR 2024 Adaptive Text Watermark for Large Language Models ICML 2024 Adjusting Interpretable Dimensions in Embedding Space with Human Judgments NAACL 2024 Adversarial Schrödinger Bridge Matching NeurIPS 2024 A General Algorithm for Solving Rank-one Matrix Sensing AISTATS 2024