Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data
Paper
• 2602.21320 • Published
• 12
Pratyay Banerjee
Neilblaze
AI & ML interests
HCI, Computer Vision, Object Detection, Pattern Recognition, NLP, Supervised Learning
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Humans and LLMs Diverge on Probabilistic Inferences Organizations
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Humans and LLMs Diverge on Probabilistic Inferences
Paper
• 2602.23546 • Published
• 12
ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning
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• 2603.10160 • Published
• 13
Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory
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• 2603.04257 • Published
• 19
Large Multimodal Models as General In-Context Classifiers
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• 2602.23229 • Published
• 22
How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
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• 2603.02578 • Published
• 23
Reasoning Models Struggle to Control their Chains of Thought
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• 2603.05706 • Published
• 26
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning
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• 2603.03379 • Published
• 28
Progressive Residual Warmup for Language Model Pretraining
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• 2603.05369 • Published
• 32
Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model
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• 2603.05438 • Published
• 34
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios
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• 2602.23166 • Published
• 40
How Far Can Unsupervised RLVR Scale LLM Training?
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• 2603.08660 • Published
• 44
DARE: Aligning LLM Agents with the R Statistical Ecosystem via Distribution-Aware Retrieval
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• 2603.04743 • Published
• 47
Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs
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• 2603.09906 • Published
• 49
Lost in Stories: Consistency Bugs in Long Story Generation by LLMs
Paper
• 2603.05890 • Published
• 80
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders
Paper
• 2603.06569 • Published
• 99
T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning
Paper
• 2603.03790 • Published
• 113
dLLM: Simple Diffusion Language Modeling
Paper
• 2602.22661 • Published
• 126
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