Li Dong

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authored a paper about 2 months ago

Black-Box On-Policy Distillation of Large Language Models

Paper • 2511.10643 • Published Nov 13, 2025 • 48

authored 6 papers 2 months ago

Benefits and Pitfalls of Reinforcement Learning for Language Model Planning: A Theoretical Perspective

Paper • 2509.22613 • Published Sep 26, 2025 • 9

DocReward: A Document Reward Model for Structuring and Stylizing

Paper • 2510.11391 • Published Oct 13, 2025 • 27

Information-Preserving Reformulation of Reasoning Traces for Antidistillation

Paper • 2510.11545 • Published Oct 13, 2025 • 1

BitNet Distillation

Paper • 2510.13998 • Published Oct 15, 2025 • 55

Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs

Paper • 2510.24514 • Published Oct 28, 2025 • 21

The Era of Agentic Organization: Learning to Organize with Language Models

Paper • 2510.26658 • Published Oct 30, 2025 • 27

authored 2 papers 3 months ago

AdaPrompt: Adaptive Model Training for Prompt-based NLP

Paper • 2202.04824 • Published Feb 10, 2022

Thinking Augmented Pre-training

Paper • 2509.20186 • Published Sep 24, 2025 • 23

authored 4 papers 4 months ago

SeerAttention-R: Sparse Attention Adaptation for Long Reasoning

Paper • 2506.08889 • Published Jun 10, 2025 • 23

Model as a Game: On Numerical and Spatial Consistency for Generative Games

Paper • 2503.21172 • Published Mar 27, 2025

Data Efficacy for Language Model Training

Paper • 2506.21545 • Published Jun 26, 2025 • 11

VibeVoice Technical Report

Paper • 2508.19205 • Published Aug 26, 2025 • 138

authored 4 papers 7 months ago

Think Only When You Need with Large Hybrid-Reasoning Models

Paper • 2505.14631 • Published May 20, 2025 • 20

On-Policy RL with Optimal Reward Baseline

Paper • 2505.23585 • Published May 29, 2025 • 14

Rectified Sparse Attention

Paper • 2506.04108 • Published Jun 4, 2025 • 10

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 263

authored 3 papers 8 months ago

Imagine while Reasoning in Space: Multimodal Visualization-of-Thought

Paper • 2501.07542 • Published Jan 13, 2025 • 3

Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders

Paper • 2104.08757 • Published Apr 18, 2021

WildLong: Synthesizing Realistic Long-Context Instruction Data at Scale

Paper • 2502.16684 • Published Feb 23, 2025 • 1