Embedding Learning

AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025 Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 2025 Better Embeddings with Coupled Adam ACL 2025 BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving AAAI 2025 Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025 Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025 Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation ICML 2025 Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025 Beyond the Average Reader: the Reader Embedding Approach ACL 2025 BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025 Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics EMNLP 2025 Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach ICLR 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 Bridging Molecular Graphs and Large Language Models AAAI 2025 Can’t Hide Behind the API: Stealing Black-Box Commercial Embedding Models NAACL 2025 CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025 CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025 Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025 Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation EMNLP 2025 Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025 Cheap Character Noise for OCR-Robust Multilingual Embeddings ACL 2025 Collective Memory and Narrative Cohesion: A Computational Study of Palestinian Refugee Oral Histories in Lebanon COLING 2025 ColPali: Efficient Document Retrieval with Vision Language Models ICLR 2025 Community-Aware Variational Autoencoder for Continuous Dynamic Networks AAAI 2025 Computational Discovery of Chiasmus in Ancient Religious Text NAACL 2025