Shibo Hao

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authored a paper 9 months ago

Linear Correlation in LM's Compositional Generalization and Hallucination

Paper • 2502.04520 • Published Feb 6 • 11

authored 2 papers 11 months ago

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 89

authored 5 papers over 1 year ago

Reasoning with Language Model is Planning with World Model

Paper • 2305.14992 • Published May 24, 2023 • 4

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

Paper • 2305.11554 • Published May 19, 2023 • 2

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

Paper • 2406.05673 • Published Jun 9, 2024 • 3

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

Paper • 2406.09455 • Published Jun 12, 2024 • 16

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

Paper • 2206.14268 • Published Jun 28, 2022 • 1