Search Results for author: Jakub Macina

Found 5 papers, 3 papers with code

MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems

1 code implementation23 May 2023 Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan

While automatic dialogue tutors hold great potential in making education personalized and more accessible, research on such systems has been hampered by a lack of sufficiently large and high-quality datasets.

Language Modelling Large Language Model +1

Opportunities and Challenges in Neural Dialog Tutoring

1 code implementation24 Jan 2023 Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan

Designing dialog tutors has been challenging as it involves modeling the diverse and complex pedagogical strategies employed by human tutors.

Automatic Generation of Socratic Subquestions for Teaching Math Word Problems

1 code implementation23 Nov 2022 Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan

On both automatic and human quality evaluations, we find that LMs constrained with desirable question properties generate superior questions and improve the overall performance of a math word problem solver.

Math Math Word Problem Solving +2

Exploring Customer Price Preference and Product Profit Role in Recommender Systems

no code implementations13 Mar 2022 Michal Kompan, Peter Gaspar, Jakub Macina, Matus Cimerman, Maria Bielikova

We propose an adjustment of a predicted ranking for score-based recommender systems and explore the effect of the profit and customers' price preferences on two industry datasets from the fashion domain.

Recommendation Systems

Cannot find the paper you are looking for? You can Submit a new open access paper.