Shibo Hao

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upvoted 2 papers 2 months ago

LLM Pretraining with Continuous Concepts

Paper • 2502.08524 • Published Feb 12 • 28

Linear Correlation in LM's Compositional Generalization and Hallucination

Paper • 2502.04520 • Published Feb 6 • 11

upvoted 2 papers 4 months ago

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 39

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 82

upvoted 5 papers 10 months ago

Pandora: Towards General World Model with Natural Language Actions and Video States

Paper • 2406.09455 • Published Jun 12, 2024 • 15

Flow of Reasoning: Efficient Training of LLM Policy with Divergent Thinking

Paper • 2406.05673 • Published Jun 9, 2024 • 3

ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Paper • 2305.11554 • Published May 19, 2023 • 2

BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models

Paper • 2206.14268 • Published Jun 28, 2022 • 1

Reasoning with Language Model is Planning with World Model

Paper • 2305.14992 • Published May 24, 2023 • 3