Note that the base model (Mistral-7B) achieves 37.83% on GSM8K. Bar graph comparing GSM8K score of different models with an upward trend in quality. The models are LLAMA-2-70, GPT-3.5, Gemini Pro, ...

Causal Question Answering (CQA) is essential for knowledge discovery, focusing on the intricate dynamics between events and entities without predefined contexts. Despite advancements of CQA models ...

Graph theory is a branch of mathematics that studies the properties and patterns of networks, such as nodes and edges. Ecological systems are complex networks of interacting species, habitats, and ...

Graphs are mathematical structures that are used to model a set of objects (nodes) and their mutual relationships (edges) (Bollobás, 2013). Graphs are employed in a variety of research areas as they ...

The question of the choice of methods of data and knowledge representation in the systems with elements of artificial intelligence is considered. The scheme of the knowledge base of educational system ...

I got a master’s in mathematical education in 2013, followed by a master’s in pure math in 2015, both from DePaul. During my second master’s degree, I took a class in mathematical modeling that ...