DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation

1 code implementation • 26 Mar 2024 • Xinyu Ning, Yutong Zhao, Yitong Liu, Hongwen Yang

However, due to the hallucination problem of LLM, it is often necessary to improve the reliability of the results through multi-round query prompt approach such as Graph of Thoughts (GoT), which also brings additional reasoning costs.

Hallucination

Pheonix at SemEval-2020 Task 5: Masking the Labels Lubricates Models for Sequence Labeling

no code implementations • SEMEVAL 2020 • Pouria Babvey, Dario Borrelli, Yutong Zhao, Carlo Lipizzi

Label masking can be used as a regularization method in sequence labeling.

Schrödinger-ANI: An Eight-Element Neural Network Interaction Potential with Greatly Expanded Coverage of Druglike Chemical Space

no code implementations • 22 Nov 2019 • James M. Stevenson, Leif D. Jacobson, Yutong Zhao, Chuanjie Wu, Jon Maple, Karl Leswing, Edward Harder, Robert Abel

We have developed a neural network potential energy function for use in drug discovery, with chemical element support extended from 41% to 94% of druglike molecules based on ChEMBL.

Drug Discovery