embedding space

298 papers

Explore in graph

Co-occurring keywords

representation learning (6174) word embedding (1764) contrastive learning (3979) metric learning (1189) embedding learning (609) deep metric learning (123) large language model (12755) zero-shot learning (3637) transfer learning (5442) few-shot learning (3390)

Papers

LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets AAAI 2025

When Format Changes Meaning: Investigating Semantic Inconsistency of Large Language Models EMNLP 2025

SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract) IJCAI 2025

LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025

GRAML: Goal Recognition As Metric Learning IJCAI 2025

DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings EMNLP 2025

Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction NAACL 2025

When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025

Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025

On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach CVPR 2025

Identifying Emerging Concepts in Large Corpora NAACL 2025

Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025

Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025

From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025

I Spy with My Little Eye A Minimum Cost Multicut Investigation of Dataset Frames WACV 2025

Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025

QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025

LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025

PEFTDiff: Diffusion-Guided Transferability Estimation for Parameter-Efficient Fine-Tuning ICCV 2025

LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging ACL 2025

MaRI: Material Retrieval Integration across Domains CVPR 2025

ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025

Deep Disentangled Metric Learning AAAI 2025

Improving Table Retrieval with Question Generation from Partial Tables ACL 2025

Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025