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Test-Time Learning for Large Language Models

Test-Time Learning for Large Language Models

27 May 2025

ArXiv (abs)PDF HTML

Papers citing "Test-Time Learning for Large Language Models"

9 / 9 papers shown

OptPO: Optimal Rollout Allocation for Test-time Policy Optimization

OptPO: Optimal Rollout Allocation for Test-time Policy Optimization

59

0

0

02 Dec 2025

SPINE: Token-Selective Test-Time Reinforcement Learning with Entropy-Band Regularization

SPINE: Token-Selective Test-Time Reinforcement Learning with Entropy-Band Regularization

Daniel F. Schmidt

98

0

0

22 Nov 2025

You only need 4 extra tokens: Synergistic Test-time Adaptation for LLMs

You only need 4 extra tokens: Synergistic Test-time Adaptation for LLMs

168

1

0

11 Oct 2025

Test time training enhances in-context learning of nonlinear functions

Test time training enhances in-context learning of nonlinear functions

148

1

0

30 Sep 2025

ZeroSiam: An Efficient Siamese for Test-Time Entropy Optimization without Collapse

ZeroSiam: An Efficient Siamese for Test-Time Entropy Optimization without Collapse

129

0

0

27 Sep 2025

Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models

Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models

156

58

0

14 Aug 2025

Maximizing Prefix-Confidence at Test-Time Efficiently Improves Mathematical Reasoning

Maximizing Prefix-Confidence at Test-Time Efficiently Improves Mathematical Reasoning

Jonas Hübotter

216

2

0

24 Jul 2025

Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance

Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic GuidanceInternational Joint Conference on Artificial Intelligence (IJCAI), 2025

...

278

4

0

18 May 2025

Dynamic Compressing Prompts for Efficient Inference of Large Language Models

Dynamic Compressing Prompts for Efficient Inference of Large Language Models

328

5

0

15 Apr 2025