Search Results for author: Ying Jiao

Found 3 papers, 0 papers with code

Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?

no code implementations31 Jan 2024 Andreas Opedal, Alessandro Stolfo, Haruki Shirakami, Ying Jiao, Ryan Cotterell, Bernhard Schölkopf, Abulhair Saparov, Mrinmaya Sachan

We find evidence that LLMs, with and without instruction-tuning, exhibit human-like biases in both the text-comprehension and the solution-planning steps of the solving process, but not during the final step which relies on the problem's arithmetic expressions (solution execution).

Reading Comprehension

Drug Re-positioning via Text Augmented Knowledge Graph Embeddings

no code implementations NeurIPS Workshop AI4Scien 2021 Mian Zhong, Tiancheng Hu, Ying Jiao, Shehzaad Zuzar Dhuliawala, Bipin Singh

Drug re-positioning, modeled as a link prediction problem over medical knowledge graphs (KG), has great potential in finding new usage or targets for approved medicine with relatively low cost.

Knowledge Graph Embeddings Knowledge Graphs +2

Well-posedness of a system of SDEs driven by jump random measures

no code implementations7 Feb 2021 Ying Jiao, Nikolaos Kolliopoulos

We establish well-posedness for a class of systems of SDEs with non-Lipschitz coefficients in the diffusion and jump terms and with two sources of interdependence: a monotone function of all the components in the drift of each SDE and the correlation between the driving Brownian motions and jump random measures.

Probability 60H10, 60G57, 60J76, 34F05

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