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Jul 18, 2024
Jul 18, 2024
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Collections including paper arxiv:2407.03502
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Jul 17, 2024
Jul 17, 2024
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Unlocking Continual Learning Abilities in Language Models
Paper • 2406.17245 • Published • 28 -
A Closer Look into Mixture-of-Experts in Large Language Models
Paper • 2406.18219 • Published • 15 -
Symbolic Learning Enables Self-Evolving Agents
Paper • 2406.18532 • Published • 11 -
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
Paper • 2406.18629 • Published • 41
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Jul 15, 2024
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Sep 25, 2024
Sep 25, 2024
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AgentInstruct: Toward Generative Teaching with Agentic Flows
Paper • 2407.03502 • Published • 51 -
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems
Paper • 2407.01370 • Published • 86 -
Improve Mathematical Reasoning in Language Models by Automated Process Supervision
Paper • 2406.06592 • Published • 27
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Nov 2, 2024
Nov 2, 2024
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Instruction Pre-Training: Language Models are Supervised Multitask Learners
Paper • 2406.14491 • Published • 86 -
Better & Faster Large Language Models via Multi-token Prediction
Paper • 2404.19737 • Published • 73 -
RAFT: Adapting Language Model to Domain Specific RAG
Paper • 2403.10131 • Published • 67 -
The Prompt Report: A Systematic Survey of Prompting Techniques
Paper • 2406.06608 • Published • 57