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Dashun Wang

2 accepted papers

2026

Sci2Pol: Evaluating and Fine-tuning LLMs on Scientific-to-Policy Brief Generation

ICLR 2026poster

We propose Sci2Pol-Bench and Sci2Pol-Corpus, the first benchmark and training dataset for evaluating and fine-tuning large language models (LLMs) on policy brief generation from a scientific paper. We build Sci2Pol-Bench on a five-stage taxonomy to mirror the human writing process: (i) Autocompleti…

Cited by 0SourcecodeScholar
2021

Automatic Symmetry Discovery with Lie Algebra Convolutional Network

NeurIPS 2021poster

Existing equivariant neural networks require prior knowledge of the symmetry group and discretization for continuous groups. We propose to work with Lie algebras (infinitesimal generators) instead of Lie groups. Our model, the Lie algebra convolutional network (L-conv) can automatically discover sym…