LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation

Yupian Lin, Guangya Yu, Cheng Yuan, Huan Du, Hui Luo, Yuang Bian, JingPing Liu, Zhidong He, Wen Du, Tong Ruan. LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation. In Vera Demberg, Kentaro Inui, Lluís Marquez, editors, Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026. pages 5291-5303, Association for Computational Linguistics, 2026. [doi]

@inproceedings{LinYYDLBLHDR26,
  title = {LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation},
  author = {Yupian Lin and Guangya Yu and Cheng Yuan and Huan Du and Hui Luo and Yuang Bian and JingPing Liu and Zhidong He and Wen Du and Tong Ruan},
  year = {2026},
  url = {https://aclanthology.org/2026.findings-eacl.280/},
  researchr = {https://researchr.org/publication/LinYYDLBLHDR26},
  cites = {0},
  citedby = {0},
  pages = {5291-5303},
  booktitle = {Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026},
  editor = {Vera Demberg and Kentaro Inui and Lluís Marquez},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-386-9},
}