Precise Zero-Shot Dense Retrieval without Relevance Labels
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
Relevance-guided Supervision for OpenQA with ColBERT
PLAID: An Efficient Engine for Late Interaction Retrieval
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Corrective Retrieval Augmented Generation
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
A Comprehensive Survey on 3D Content Generation
OLMo: Accelerating the Science of Language Models
Who’s Harry Potter? Approximate Unlearning in LLMs
Parameter-Efficient Transfer Learning for NLP
A Survey on Transformers in Reinforcement Learning
Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Large Language Models
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Matryoshka Representation Learning
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security
Self-Rewarding Language Models
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
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