embedding space

TaxaBind: A Unified Embedding Space for Ecological Applications WACV 2025 The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025 Towards Understanding Parametric Generalized Category Discovery on Graphs ICML 2025 Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models ICLR 2025 When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025 When Format Changes Meaning: Investigating Semantic Inconsistency of Large Language Models EMNLP 2025 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 Adjusting Interpretable Dimensions in Embedding Space with Human Judgments NAACL 2024 A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024 A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024 Analysis of Multi-Source Language Training in Cross-Lingual Transfer ACL 2024 Anisotropy is Not Inherent to Transformers NAACL 2024 AoE: Angle-optimized Embeddings for Semantic Textual Similarity ACL 2024 BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024 BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? EMNLP 2024 Bridging Vision and Language Spaces with Assignment Prediction ICLR 2024 Characterizing Human and Zero-Shot GPT-3.5 Object-Similarity Judgments NAACL 2024 Compositional Inversion for Stable Diffusion Models AAAI 2024 Decodable and Sample Invariant Continuous Object Encoder ICLR 2024 Deep Metric Learning With Chance Constraints WACV 2024 Diffusion-Inspired Truncated Sampler for Text-Video Retrieval NeurIPS 2024 Distance-Aware Non-IID Federated Learning for Generalization and Personalization in Medical Imaging Segmentation MIDL 2024 Do Llamas Work in English? On the Latent Language of Multilingual Transformers ACL 2024 DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation COLING 2024