Embedding Learning

Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling NeurIPS 2024 M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024 Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024 Manipulating Embeddings of Stable Diffusion Prompts IJCAI 2024 MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities NAACL 2024 MAP IT to Visualize Representations ICLR 2024 Mapping Work Task Descriptions from German Job Ads on the O*NET Work Activities Ontology COLING 2024 Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching ICLR 2024 Match More, Extract Better! Hybrid Matching Model for Open Domain Web Keyphrase Extraction ACL 2024 Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem ICLR 2024 Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions EMNLP 2024 Meta Learning in Bandits within shared affine Subspaces AISTATS 2024 Meta-Task Prompting Elicits Embeddings from Large Language Models ACL 2024 MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024 MINERS: Multilingual Language Models as Semantic Retrievers EMNLP 2024 Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint ACL 2024 MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting Interspeech 2024 MoCCA: A Model of Comparative Concepts for Aligning Constructicons COLING 2024 Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ACL 2024 MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer NAACL 2024 MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024 Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024 Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches NAACL 2024 Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception CVPR 2024 Multi-Operational Mathematical Derivations in Latent Space NAACL 2024