How I Would Learn Bioinformatics from Scratch 12 Years Later: A Roadmap
📐Linear Algebra
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SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models
arxiv.org·18h
🤖Advanced OCR
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A Multimodal, Multitask System for Generating E Commerce Text Listings from Images
arxiv.org·18h
🤖Advanced OCR
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Beyond the Magic: How LLMs Work
💻Local LLMs
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VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set
arxiv.org·1d
🧮Vector Embeddings
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Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
arxiv.org·18h
💻Local LLMs
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A Unified Matrix Factorization Framework for Classical and Robust Clustering
arxiv.org·1d
🌊Spectral Clustering
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Embedding Leak Auditor
🕵️Vector Smuggling
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Understanding Network Behaviors through Natural Language Question-Answering
arxiv.org·18h
📝ABNF Parsing
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MedXplain-VQA: Multi-Component Explainable Medical Visual Question Answering
arxiv.org·18h
📄OCR
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Five LLM Tricks for Data Pipelines
🔗Constraint Handling
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Leveraging Hierarchical Organization for Medical Multi-document Summarization
arxiv.org·18h
📋Document Grammar
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SABlock: Semantic-Aware KV Cache Eviction with Adaptive Compression Block Size
arxiv.org·18h
📄Text Chunking
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A Novel Framework for Multi-Modal Protein Representation Learning
arxiv.org·18h
🧠Machine Learning
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CURVETE: Curriculum Learning and Progressive Self-supervised Training for Medical Image Classification
arxiv.org·18h
🌀Differential Geometry
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PaperAsk: A Benchmark for Reliability Evaluation of LLMs in Paper Search and Reading
arxiv.org·18h
🔍Information Retrieval
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Think before Recommendation: Autonomous Reasoning-enhanced Recommender
arxiv.org·18h
🎯Content Recommendation
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Adaptive Dual Prompting: Hierarchical Debiasing for Fairness-aware Graph Neural Networks
arxiv.org·18h
🎛️Feed Filtering
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