dangerhexagon t1_j4x2yrp wrote on January 18, 2023 at 9:35 PM Reply to [R] Researchers out there: which are current research directions for tree-based models? by BenXavier There's some papers on applying transformers to trees: https://arxiv.org/abs/1909.06639 , https://arxiv.org/abs/1911.09983 , https://papers.nips.cc/paper/2019/hash/6e0917469214d8fbd8c517dcdc6b8dcf-Abstract.html And some recent work on tree extraction: https://arxiv.org/abs/2301.00447 There's also this paper which recovers a tree by observing the leaf nodes: https://arxiv.org/abs/2208.14924 Permalink 8
dangerhexagon t1_j4x2yrp wrote
Reply to [R] Researchers out there: which are current research directions for tree-based models? by BenXavier
There's some papers on applying transformers to trees: https://arxiv.org/abs/1909.06639 , https://arxiv.org/abs/1911.09983 , https://papers.nips.cc/paper/2019/hash/6e0917469214d8fbd8c517dcdc6b8dcf-Abstract.html
And some recent work on tree extraction: https://arxiv.org/abs/2301.00447
There's also this paper which recovers a tree by observing the leaf nodes: https://arxiv.org/abs/2208.14924