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Merlin-Hongru 

authored 2 papers about 1 month ago

Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution

Paper • 2505.20286 • Published May 26 • 7

AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting

Paper • 2505.18822 • Published May 24 • 14

Merlin-Hongru 

authored a paper about 2 months ago

RM-R1: Reward Modeling as Reasoning

Paper • 2505.02387 • Published May 5 • 77

Merlin-Hongru 

authored 3 papers 2 months ago

SMART: Self-Aware Agent for Tool Overuse Mitigation

Paper • 2502.11435 • Published Feb 17

OTC: Optimal Tool Calls via Reinforcement Learning

Paper • 2504.14870 • Published Apr 21 • 33

ToolRL: Reward is All Tool Learning Needs

Paper • 2504.13958 • Published Apr 16 • 44

Merlin-Hongru 

authored a paper 3 months ago

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Paper • 2503.24377 • Published Mar 31 • 17

Merlin-Hongru 

authored 3 papers 8 months ago

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering

Paper • 2410.15999 • Published Oct 21, 2024 • 20

Analysing the Residual Stream of Language Models Under Knowledge Conflicts

Paper • 2410.16090 • Published Oct 21, 2024 • 7

AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction

Paper • 2410.19743 • Published Oct 10, 2024 • 1

Merlin-Hongru 

authored 2 papers over 1 year ago

Knowledge Conflicts for LLMs: A Survey

Paper • 2403.08319 • Published Mar 13, 2024

Self-DC: When to retrieve and When to generate? Self Divide-and-Conquer for Compositional Unknown Questions

Paper • 2402.13514 • Published Feb 21, 2024 • 1