Large Language Models

GPT, Claude, Gemini, and other LLMs

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[2603.17677] Adaptive Guidance for Retrieval-Augmented Masked Diffusion Models
Llms

[2603.17677] Adaptive Guidance for Retrieval-Augmented Masked Diffusion Models

Abstract page for arXiv paper 2603.17677: Adaptive Guidance for Retrieval-Augmented Masked Diffusion Models

arXiv - Machine Learning · 3 min ·
[2511.14617] Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning
Llms

[2511.14617] Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning

Abstract page for arXiv paper 2511.14617: Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning

arXiv - Machine Learning · 4 min ·
[2510.05497] Patterns behind Chaos: Forecasting Data Movement for Efficient Large-Scale MoE LLM Inference
Llms

[2510.05497] Patterns behind Chaos: Forecasting Data Movement for Efficient Large-Scale MoE LLM Inference

Abstract page for arXiv paper 2510.05497: Patterns behind Chaos: Forecasting Data Movement for Efficient Large-Scale MoE LLM Inference

arXiv - Machine Learning · 4 min ·

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[2506.08762] EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements
Llms

[2506.08762] EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements

Abstract page for arXiv paper 2506.08762: EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements

arXiv - Machine Learning · 4 min ·
[2601.18734] Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models
Llms

[2601.18734] Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Abstract page for arXiv paper 2601.18734: Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

arXiv - Machine Learning · 4 min ·
[2512.07419] Revolutionizing Mixed Precision Quantization: Towards Training-free Automatic Proxy Discovery via Large Language Models
Llms

[2512.07419] Revolutionizing Mixed Precision Quantization: Towards Training-free Automatic Proxy Discovery via Large Language Models

Abstract page for arXiv paper 2512.07419: Revolutionizing Mixed Precision Quantization: Towards Training-free Automatic Proxy Discovery v...

arXiv - Machine Learning · 4 min ·
[2510.17276] Breaking and Fixing Defenses Against Control-Flow Hijacking in Multi-Agent Systems
Llms

[2510.17276] Breaking and Fixing Defenses Against Control-Flow Hijacking in Multi-Agent Systems

Abstract page for arXiv paper 2510.17276: Breaking and Fixing Defenses Against Control-Flow Hijacking in Multi-Agent Systems

arXiv - Machine Learning · 4 min ·
[2509.25762] OPPO: Accelerating PPO-based RLHF via Pipeline Overlap
Llms

[2509.25762] OPPO: Accelerating PPO-based RLHF via Pipeline Overlap

Abstract page for arXiv paper 2509.25762: OPPO: Accelerating PPO-based RLHF via Pipeline Overlap

arXiv - Machine Learning · 3 min ·
[2508.02833] TIC-GRPO: Provable and Efficient Optimization for Reinforcement Learning from Human Feedback
Llms

[2508.02833] TIC-GRPO: Provable and Efficient Optimization for Reinforcement Learning from Human Feedback

Abstract page for arXiv paper 2508.02833: TIC-GRPO: Provable and Efficient Optimization for Reinforcement Learning from Human Feedback

arXiv - Machine Learning · 4 min ·
[2506.09016] SPEED-RL: Faster Training of Reasoning Models via Online Curriculum Learning
Llms

[2506.09016] SPEED-RL: Faster Training of Reasoning Models via Online Curriculum Learning

Abstract page for arXiv paper 2506.09016: SPEED-RL: Faster Training of Reasoning Models via Online Curriculum Learning

arXiv - Machine Learning · 3 min ·
[2505.23648] Continuous Chain of Thought Enables Parallel Exploration and Reasoning
Llms

[2505.23648] Continuous Chain of Thought Enables Parallel Exploration and Reasoning

Abstract page for arXiv paper 2505.23648: Continuous Chain of Thought Enables Parallel Exploration and Reasoning

arXiv - Machine Learning · 4 min ·
[2603.05280] Layer by layer, module by module: Choose both for optimal OOD probing of ViT
Llms

[2603.05280] Layer by layer, module by module: Choose both for optimal OOD probing of ViT

Abstract page for arXiv paper 2603.05280: Layer by layer, module by module: Choose both for optimal OOD probing of ViT

arXiv - Machine Learning · 3 min ·
[2603.05143] Feature Resemblance: On the Theoretical Understanding of Analogical Reasoning in Transformers
Llms

[2603.05143] Feature Resemblance: On the Theoretical Understanding of Analogical Reasoning in Transformers

Abstract page for arXiv paper 2603.05143: Feature Resemblance: On the Theoretical Understanding of Analogical Reasoning in Transformers

arXiv - Machine Learning · 3 min ·
[2603.05035] Good-Enough LLM Obfuscation (GELO)
Llms

[2603.05035] Good-Enough LLM Obfuscation (GELO)

Abstract page for arXiv paper 2603.05035: Good-Enough LLM Obfuscation (GELO)

arXiv - Machine Learning · 4 min ·
[2603.05026] RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform
Llms

[2603.05026] RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform

Abstract page for arXiv paper 2603.05026: RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform

arXiv - Machine Learning · 3 min ·
[2603.04964] Replaying pre-training data improves fine-tuning
Llms

[2603.04964] Replaying pre-training data improves fine-tuning

Abstract page for arXiv paper 2603.04964: Replaying pre-training data improves fine-tuning

arXiv - Machine Learning · 3 min ·
[2603.04716] SLO-Aware Compute Resource Allocation for Prefill-Decode Disaggregated LLM Inference
Llms

[2603.04716] SLO-Aware Compute Resource Allocation for Prefill-Decode Disaggregated LLM Inference

Abstract page for arXiv paper 2603.04716: SLO-Aware Compute Resource Allocation for Prefill-Decode Disaggregated LLM Inference

arXiv - Machine Learning · 4 min ·
[2603.04480] AbAffinity: A Large Language Model for Predicting Antibody Binding Affinity against SARS-CoV-2
Llms

[2603.04480] AbAffinity: A Large Language Model for Predicting Antibody Binding Affinity against SARS-CoV-2

Abstract page for arXiv paper 2603.04480: AbAffinity: A Large Language Model for Predicting Antibody Binding Affinity against SARS-CoV-2

arXiv - Machine Learning · 3 min ·
[2603.04466] Act-Observe-Rewrite: Multimodal Coding Agents as In-Context Policy Learners for Robot Manipulation
Llms

[2603.04466] Act-Observe-Rewrite: Multimodal Coding Agents as In-Context Policy Learners for Robot Manipulation

Abstract page for arXiv paper 2603.04466: Act-Observe-Rewrite: Multimodal Coding Agents as In-Context Policy Learners for Robot Manipulation

arXiv - Machine Learning · 3 min ·
[2603.05232] SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity
Llms

[2603.05232] SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity

Abstract page for arXiv paper 2603.05232: SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity

arXiv - Machine Learning · 3 min ·
[2603.04972] Functionality-Oriented LLM Merging on the Fisher--Rao Manifold
Llms

[2603.04972] Functionality-Oriented LLM Merging on the Fisher--Rao Manifold

Abstract page for arXiv paper 2603.04972: Functionality-Oriented LLM Merging on the Fisher--Rao Manifold

arXiv - Machine Learning · 3 min ·
[2603.04956] WaterSIC: information-theoretically (near) optimal linear layer quantization
Llms

[2603.04956] WaterSIC: information-theoretically (near) optimal linear layer quantization

Abstract page for arXiv paper 2603.04956: WaterSIC: information-theoretically (near) optimal linear layer quantization

arXiv - Machine Learning · 3 min ·
[2603.04948] $\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space
Llms

[2603.04948] $\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space

Abstract page for arXiv paper 2603.04948: $\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space

arXiv - Machine Learning · 4 min ·
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