Specialized Language Models with Cheap Inference from Limited Domain Data
Paper
• 2402.01093 • Published
• 47
Misc papers
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Attention Heads of Large Language Models: A Survey
Paper • 2409.03752 • Published • 92 -
General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model
Paper • 2409.01704 • Published • 83 -
jina-embeddings-v3: Multilingual Embeddings With Task LoRA
Paper • 2409.10173 • Published • 34 -
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Paper • 2409.12191 • Published • 78 -
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning
Paper • 2410.06456 • Published • 37 -
Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages
Paper • 2410.16153 • Published • 44 -
Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction
Paper • 2410.21169 • Published • 30 -
A Survey of Small Language Models
Paper • 2410.20011 • Published • 46 -
PaliGemma 2: A Family of Versatile VLMs for Transfer
Paper • 2412.03555 • Published • 133 -
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion
Paper • 2412.04424 • Published • 62 -
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception
Paper • 2410.12628 • Published • 41 -
Question Answering on Patient Medical Records with Private Fine-Tuned LLMs
Paper • 2501.13687 • Published • 9 -
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
Paper • 2502.18017 • Published • 21 -
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding
Paper • 2506.16035 • Published • 89 -
Pixels, Patterns, but No Poetry: To See The World like Humans
Paper • 2507.16863 • Published • 69 -
Group Sequence Policy Optimization
Paper • 2507.18071 • Published • 318 -
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs
Paper • 2508.16153 • Published • 160