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Collections including paper arxiv:2510.12773

ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning

Paper • 2510.12693 • Published Oct 14, 2025 • 28
Dr.LLM: Dynamic Layer Routing in LLMs

Paper • 2510.12773 • Published Oct 14, 2025 • 32
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI

Paper • 2510.05684 • Published Oct 7, 2025 • 143
BEAR: Benchmarking and Enhancing Multimodal Language Models for Atomic Embodied Capabilities

Paper • 2510.08759 • Published Oct 9, 2025 • 46

Learning from examples - training/inference

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 80
A Practitioner's Guide to Multi-turn Agentic Reinforcement Learning

Paper • 2510.01132 • Published Oct 1, 2025 • 6
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129
MixReasoning: Switching Modes to Think

Paper • 2510.06052 • Published Oct 7, 2025 • 22

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 7
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Read Later Stack

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published Oct 13, 2025 • 32
Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9, 2025 • 10
Making Mathematical Reasoning Adaptive

Paper • 2510.04617 • Published Oct 6, 2025 • 23
DocReward: A Document Reward Model for Structuring and Stylizing

Paper • 2510.11391 • Published Oct 13, 2025 • 27

List of research articles of Parameter Lab

about 1 month ago

Privacy Collapse: Benign Fine-Tuning Can Break Contextual Privacy in Language Models

Paper • 2601.15220 • Published Jan 21 • 8
Dr.LLM: Dynamic Layer Routing in LLMs

Paper • 2510.12773 • Published Oct 14, 2025 • 32
Is Multilingual LLM Watermarking Truly Multilingual? A Simple Back-Translation Solution

Paper • 2510.18019 • Published Oct 20, 2025 • 18
Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers

Paper • 2506.15674 • Published Jun 18, 2025 • 2

ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning

Paper • 2510.12693 • Published Oct 14, 2025 • 28
Dr.LLM: Dynamic Layer Routing in LLMs

Paper • 2510.12773 • Published Oct 14, 2025 • 32
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI

Paper • 2510.05684 • Published Oct 7, 2025 • 143
BEAR: Benchmarking and Enhancing Multimodal Language Models for Atomic Embodied Capabilities

Paper • 2510.08759 • Published Oct 9, 2025 • 46

Read Later Stack

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published Oct 13, 2025 • 32
Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9, 2025 • 10
Making Mathematical Reasoning Adaptive

Paper • 2510.04617 • Published Oct 6, 2025 • 23
DocReward: A Document Reward Model for Structuring and Stylizing

Paper • 2510.11391 • Published Oct 13, 2025 • 27

Learning from examples - training/inference

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 80
A Practitioner's Guide to Multi-turn Agentic Reinforcement Learning

Paper • 2510.01132 • Published Oct 1, 2025 • 6
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6, 2025 • 129
MixReasoning: Switching Modes to Think

Paper • 2510.06052 • Published Oct 7, 2025 • 22

List of research articles of Parameter Lab

about 1 month ago

Privacy Collapse: Benign Fine-Tuning Can Break Contextual Privacy in Language Models

Paper • 2601.15220 • Published Jan 21 • 8
Dr.LLM: Dynamic Layer Routing in LLMs

Paper • 2510.12773 • Published Oct 14, 2025 • 32
Is Multilingual LLM Watermarking Truly Multilingual? A Simple Back-Translation Solution

Paper • 2510.18019 • Published Oct 20, 2025 • 18
Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers

Paper • 2506.15674 • Published Jun 18, 2025 • 2

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 7
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

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