embedding learning

Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024 Individuation in Neural Models with and without Visual Grounding EMNLP 2024 Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NeurIPS 2024 Joint Learning of Context and Feedback Embeddings in Spoken Dialogue Interspeech 2024 Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces EACL 2024 Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 Learning Low-dimensional Multi-domain Knowledge Graph Embedding via Dual Archimedean Spirals ACL 2024 Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers NeurIPS 2024 Levenshtein Distance Embedding with Poisson Regression for DNA Storage AAAI 2024 Lexically Grounded Subword Segmentation EMNLP 2024 LGMRec: Local and Global Graph Learning for Multimodal Recommendation AAAI 2024 LidarCLIP or: How I Learned To Talk to Point Clouds WACV 2024 Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024 LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024 MATE: Meet At The Embedding - Connecting Images with Long Texts EMNLP 2024 Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem ICLR 2024 Mean Field Theory in Deep Metric Learning ICLR 2024 MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment EMNLP 2024 NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024 Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024 ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning IJCAI 2024 PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024 RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024 Reproducibility of predictive networks for mouse visual cortex NeurIPS 2024 RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models NeurIPS 2024