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Title: GitHub - HKUNLP/LLM-Predictive-Decoding: [ICLR2025] Non-myopic Generation of Language Models for Reasoning and Planning · GitHub

Open Graph Title: GitHub - HKUNLP/LLM-Predictive-Decoding: [ICLR2025] Non-myopic Generation of Language Models for Reasoning and Planning

X Title: GitHub - HKUNLP/LLM-Predictive-Decoding: [ICLR2025] Non-myopic Generation of Language Models for Reasoning and Planning

Description: [ICLR2025] Non-myopic Generation of Language Models for Reasoning and Planning - HKUNLP/LLM-Predictive-Decoding

Open Graph Description: [ICLR2025] Non-myopic Generation of Language Models for Reasoning and Planning - HKUNLP/LLM-Predictive-Decoding

X Description: [ICLR2025] Non-myopic Generation of Language Models for Reasoning and Planning - HKUNLP/LLM-Predictive-Decoding

Opengraph URL: https://github.com/HKUNLP/LLM-Predictive-Decoding

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11 Commits	https://github.com/HKUNLP/LLM-Predictive-Decoding/commits/main/
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README.md	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/README.md
README.md	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/README.md
lade_agent_alfworld_alfworld_reward_new.txt	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/lade_agent_alfworld_alfworld_reward_new.txt
lade_agent_alfworld_alfworld_reward_new.txt	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/lade_agent_alfworld_alfworld_reward_new.txt
lade_agent_deepseek_pddl_reward_new.txt	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/lade_agent_deepseek_pddl_reward_new.txt
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requirements.txt	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/requirements.txt
setup.sh	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/setup.sh
setup.sh	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/setup.sh
README	https://github.com/HKUNLP/LLM-Predictive-Decoding
	https://github.com/HKUNLP/LLM-Predictive-Decoding#non-myopic-generation-of-language-models-for-reasoning-and-planning-iclr-2025
Non-Myopic Generation of Language Models for Reasoning and Planning📝	https://openreview.net/pdf?id=OoNazl6T7D
	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/assets/main_fig.jpeg
	https://github.com/HKUNLP/LLM-Predictive-Decoding#callback-on-motivation
Predictive-Decoding	https://openreview.net/pdf?id=OoNazl6T7D
Phi-Decoding	https://arxiv.org/pdf/2503.13288
Genius	https://arxiv.org/pdf/2504.08672
	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/assets/blog_figure_avoid_mistake.jpg
	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/assets/blog_figure_correct_mistake.jpg
phi-decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation	https://arxiv.org/pdf/2503.13288
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning	https://arxiv.org/pdf/2504.08672
phi-decoding	https://github.com/xufangzhi/phi-Decoding/blob/main/baselines/Baseline-PD-aime.py
	https://github.com/HKUNLP/LLM-Predictive-Decoding#quick-start
	https://github.com/HKUNLP/LLM-Predictive-Decoding#prepare-environment
here	https://github.com/hkust-nlp/AgentBoard?tab=readme-ov-file#setup-environment
	https://github.com/HKUNLP/LLM-Predictive-Decoding#dataset
	https://github.com/HKUNLP/LLM-Predictive-Decoding#run-predictive-decoding
here	https://github.com/HKUNLP/LLM-Predictive-Decoding/blob/main/scripts/run.sh
	https://github.com/HKUNLP/LLM-Predictive-Decoding#run-reward-guided-predictive-decoding
Math-Shepherd	https://arxiv.org/pdf/2312.08935
	https://github.com/HKUNLP/LLM-Predictive-Decoding#change-parameters-for-analyzing-test-time-scaling-law
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