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Large Language Models (LLMs) have achieved remarkable performance across various reasoning tasks, yet post-training is constrained by inefficient sample utilization and inflexible difficulty samples processing. To address these limitations,…

Multiple-choice questions (MCQs) are widely used across diverse educational fields and levels. Well-designed MCQs should evaluate knowledge application in real-world situations. However, writing such test items in sufficient numbers is…

人机交互 · 计算机科学 2026-02-10 Tetiana Krushynska , Jani Ursin , Ville Heilala

A close look at students' written work on examinations offers a wealth of information about their performance, their knowledge of the subject, their strengths, weaknesses and misconceptions, and their overall level of mathematical skills…

历史与综述 · 数学 2013-05-23 Radoslav M. Dimitrić

There have been several modifications of how basic calculus has been taught, but very few of these modifications have considered the computational tools available at our disposal. Here, we present a few tools that are easy to develop and…

历史与综述 · 数学 2024-10-04 Parthasarathy Srinivasan

Causal reasoning and logical reasoning are two important types of reasoning abilities for human intelligence. However, their relationship has not been extensively explored under machine intelligence context. In this paper, we explore how…

信息检索 · 计算机科学 2023-07-06 Jianchao Ji , Zelong Li , Shuyuan Xu , Max Xiong , Juntao Tan , Yingqiang Ge , Hao Wang , Yongfeng Zhang

Teaching college students how to write rigorous proofs is a critical objective in courses that introduce formal reasoning. Over the course of several years, we have developed a mechanically-checkable style of calculational reasoning that we…

计算机科学中的逻辑 · 计算机科学 2023-07-25 Andrew T. Walter , Ankit Kumar , Panagiotis Manolios

This paper defines the (first-order) conflict resolution calculus: an extension of the resolution calculus inspired by techniques used in modern SAT-solvers. The resolution inference is restricted to (first-order) unit-propagation and the…

计算机科学中的逻辑 · 计算机科学 2016-02-16 John Slaney , Bruno Woltzenlogel Paleo

Context: Systematic literature reviews (SLRs) have become standard practise as part of software engineering research, although their quality varies. To build on the reviews, both for future research and industry practice, they need to be of…

软件工程 · 计算机科学 2024-10-08 Muhammad Usman , Nauman bin Ali , Claes Wohlin

Conformal risk control (CRC) is a recently proposed technique that applies post-hoc to a conventional point predictor to provide calibration guarantees. Generalizing conformal prediction (CP), with CRC, calibration is ensured for a set…

机器学习 · 计算机科学 2024-05-02 Kfir M. Cohen , Sangwoo Park , Osvaldo Simeone , Shlomo Shamai

Modern Code Review (MCR) is a standard in all kinds of organizations that develop software. MCR pays for itself through perceived and proven benefits in quality assurance and knowledge transfer. However, the time invest in MCR is generally…

软件工程 · 计算机科学 2021-04-20 Robert Heumüller

The difficulty of multiple-choice questions (MCQs) is a crucial factor for educational assessments. Predicting MCQ difficulty is challenging since it requires understanding both the complexity of reaching the correct option and the…

人工智能 · 计算机科学 2025-03-12 Wanyong Feng , Peter Tran , Stephen Sireci , Andrew Lan

Contextual refinement (CR) is one of the standard notions of specifying open programs. CR has two main advantages: (i) (horizontal and vertical) compositionality that allows us to decompose a large contextual refinement into many smaller…

编程语言 · 计算机科学 2022-03-16 Youngju Song , Minki Cho , Dongjae Lee , Chung-Kil Hur

Humans can progressively learn visual concepts from easy to hard questions. To mimic this efficient learning ability, we propose a competence-aware curriculum for visual concept learning in a question-answering manner. Specifically, we…

计算机视觉与模式识别 · 计算机科学 2020-07-29 Qing Li , Siyuan Huang , Yining Hong , Song-Chun Zhu

We have developed the Physics Inventory of Quantitative Literacy (PIQL) as a tool to measure students' quantitative literacy in the context of introductory physics topics. We present the results from various quantitative analyses used to…

Competency Questions (CQs) for an ontology and similar artefacts aim to provide insights into the contents of an ontology and to demarcate its scope. The absence of a controlled natural language, tooling and automation to support the…

人工智能 · 计算机科学 2019-07-18 C. Maria Keet , Zola Mahlaza , Mary-Jane Antia

This study attempted to develop fair, relevant, and content-valid assessment tools for capstone project courses. Toward this goal, new rating instruments based on the concept of rubrics were proposed. To ensure that the new instruments were…

计算机与社会 · 计算机科学 2020-11-24 Rex P. Bringula

As part of ongoing investigations into student learning in advanced undergraduate courses, we have developed a conceptual assessment tool for upper-division electrodynamics (E&M II): the Colorado UppeR-division ElectrodyNamics Test…

物理教育 · 物理学 2017-08-16 Charles Baily , Qing X. Ryan , Cecilia Astolfi , Steven J. Pollock

Terminological knowledge representation systems (TKRSs) are tools for designing and using knowledge bases that make use of terminological languages (or concept languages). We analyze from a theoretical point of view a TKRS whose…

人工智能 · 计算机科学 2014-11-17 M. Buchheit , F. M. Donini , A. Schaerf

Reliable and validated assessments of introductory physics have been instrumental in driving curricular and pedagogical reforms that lead to improved student learning. As part of an effort to systematically improve our sophomore-level…

物理教育 · 物理学 2013-06-13 Marcos D. Caballero , Steven J. Pollock

As part of an ongoing project to investigate student learning in upper-division electrodynamics (E&M II), the PER research group at the University of Colorado Boulder has developed a tool to assess student conceptual understanding: the…

物理教育 · 物理学 2014-08-11 Qing X. Ryan , Cecilia Astolfi , Charles Baily , Steven J. Pollock