Philipp Schmid
philschmid
AI & ML interests
None yet
Organizations
Agents
Papers about agents
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Agentless: Demystifying LLM-based Software Engineering Agents
Paper • 2407.01489 • Published • 64 -
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
Paper • 2410.12361 • Published -
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
Paper • 2501.10893 • Published • 26
Reasoning Datasets
Distilled synthetic Reasoning datasets
LLM Reasoning Papers
Papers to improve reasoning capabilities of LLMs
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Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
Paper • 2408.07199 • Published • 22 -
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Paper • 2403.09629 • Published • 78 -
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
Paper • 2406.12050 • Published • 19 -
Let's Verify Step by Step
Paper • 2305.20050 • Published • 11
Helpful datasets
Reasoning Datasets
Distilled synthetic Reasoning datasets
Agents
Papers about agents
-
Agentless: Demystifying LLM-based Software Engineering Agents
Paper • 2407.01489 • Published • 64 -
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
Paper • 2410.12361 • Published -
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
Paper • 2501.10893 • Published • 26
LLM Reasoning Papers
Papers to improve reasoning capabilities of LLMs
-
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
Paper • 2408.07199 • Published • 22 -
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Paper • 2403.09629 • Published • 78 -
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
Paper • 2406.12050 • Published • 19 -
Let's Verify Step by Step
Paper • 2305.20050 • Published • 11