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MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions
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Published as a conference paper at ICLR 2025 MA-RLHF: REINFORCEMENT LEARNING FROM HU- MAN FEEDBACK WITH MACRO ACTIONS Yekun Chai∗ Haoran Sun∗ Huang Fang Shuohuan Wang Yu Sun Hua Wu Baidu Inc. {chaiyekun,fanghuang,wangshuohuan}@baidu.com sunhaoran0402@gmail.com ABSTRACT Reinforcement learning from human feedback (RL...
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Language models scale reliably with over-training and on downstream tasks
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"Published as a conference paper at ICLR 2025\n\nLANGUAGE MODELS SCALE RELIABLY WITH OVER-\nTRAINING(...TRUNCATED)
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Improving Data Efficiency via Curating LLM-Driven Rating Systems
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"Published as a conference paper at ICLR 2025\n\nIMPROVING DATA EFFICIENCY VIA CURATING\nLLM-DRIVEN (...TRUNCATED)
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Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling
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"Published as a conference paper at ICLR 2025\n\nTASK-ADAPTIVE PRETRAINED LANGUAGE MODELS\nVIA CLUST(...TRUNCATED)
qIN5VDdEOr
Do LLMs ``know'' internally when they follow instructions?
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"Published as a conference paper at ICLR 2025\n\nDO LLMS “KNOW” INTERNALLY WHEN THEY FOLLOW\nINS(...TRUNCATED)
fL4qWkSmtM
What is Wrong with Perplexity for Long-context Language Modeling?
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"Published as a conference paper at ICLR 2025\n\nWHAT IS WRONG WITH PERPLEXITY FOR LONG-\nCONTEXT LA(...TRUNCATED)
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LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning
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"Published as a conference paper at ICLR 2025\n\nLOCA: LOCATION-AWARE COSINE ADAPTATION FOR\nPARAMET(...TRUNCATED)
l2zFn6TIQi
Controlling Language and Diffusion Models by Transporting Activations
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"Published as a conference paper at ICLR 2025\n\nCONTROLLING LANGUAGE AND DIFFUSION MODELS\nBY TRANS(...TRUNCATED)
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Can Large Language Models Understand Symbolic Graphics Programs?
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"Published as a conference paper at ICLR 2025\n\nCAN LARGE LANGUAGE MODELS UNDERSTAND\nSYMBOLIC GRAP(...TRUNCATED)
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Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
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"Published as a conference paper at ICLR 2025\n\nFEAST YOUR EYES: MIXTURE-OF-RESOLUTION\nADAPTATION (...TRUNCATED)
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