DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
Paper • 2401.02954 • Published • 53
LLMs
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Perspectives on the State and Future of Deep Learning - 2023
Paper • 2312.09323 • Published • 8 -
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization
Paper • 2405.15071 • Published • 42 -
Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning
Paper • 2407.10718 • Published • 19 -
LAB-Bench: Measuring Capabilities of Language Models for Biology Research
Paper • 2407.10362 • Published • 7 -
SciCode: A Research Coding Benchmark Curated by Scientists
Paper • 2407.13168 • Published • 17 -
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
Paper • 2407.20183 • Published • 43 -
Building and better understanding vision-language models: insights and future directions
Paper • 2408.12637 • Published • 133 -
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
Paper • 2409.11136 • Published • 23 -
Recursive Language Models
Paper • 2512.24601 • Published • 94 -
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation
Paper • 2601.09688 • Published • 127 -
MAXS: Meta-Adaptive Exploration with LLM Agents
Paper • 2601.09259 • Published • 96