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Discover the best community collections!

Collections including paper arxiv:2502.10708

about 6 hours ago

Prompt-to-Leaderboard

Paper • 2502.14855 • Published 21 days ago • 7
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

Paper • 2502.16894 • Published 18 days ago • 27
Generating Skyline Datasets for Data Science Models

Paper • 2502.11262 • Published 25 days ago • 7
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge

Paper • 2502.12501 • Published 24 days ago • 6

Incremental Learning

From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Paper • 2502.14802 • Published 21 days ago • 11
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey

Paper • 2502.10708 • Published 27 days ago • 4

Large Language Diffusion Models

Paper • 2502.09992 • Published 28 days ago • 103
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment

Paper • 2502.10391 • Published 27 days ago • 32
Diverse Inference and Verification for Advanced Reasoning

Paper • 2502.09955 • Published 28 days ago • 17
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models

Paper • 2502.08130 • Published 30 days ago • 9

PAS: Data-Efficient Plug-and-Play Prompt Augmentation System

Paper • 2407.06027 • Published Jul 8, 2024 • 11
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Paper • 2407.09025 • Published Jul 12, 2024 • 135
Toto: Time Series Optimized Transformer for Observability

Paper • 2407.07874 • Published Jul 10, 2024 • 32
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers

Paper • 2407.09413 • Published Jul 12, 2024 • 11

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 147
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 13
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 56
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 47

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