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As structured documents with rich metadata (such as products, movies, etc.) become increasingly prevalent, searching those documents has become an important IR problem. Although advanced search interfaces are widely available, most users…

Information Retrieval · Computer Science 2015-01-06 Lanbo Zhang

The continuous development of Question Answering (QA) datasets has drawn the research community's attention toward multi-domain models. A popular approach is to use multi-dataset models, which are models trained on multiple datasets to…

Computation and Language · Computer Science 2023-05-18 Haritz Puerto , Tim Baumgärtner , Rachneet Sachdeva , Haishuo Fang , Hao Zhang , Sewin Tariverdian , Kexin Wang , Iryna Gurevych

1. Expert knowledge elicitation provides information to characterize ecological systems and management options. Linking expert knowledge elicitation with a curated question catalog supports a community of practice for ongoing improvement of…

Data management and analysis tasks are often carried out using spreadsheet software. A popular feature in most spreadsheet platforms is the ability to define data-dependent formatting rules. These rules can express actions such as "color…

Software Engineering · Computer Science 2023-08-16 Mukul Singh , Jose Cambronero , Sumit Gulwani , Vu Le , Carina Negreanu , Gust Verbruggen

Software engineering is extremely information-intensive. Every day developers work with source code, version repositories, issue trackers, documentation, web-based and other information resources. However, three key aspects of information…

Software Engineering · Computer Science 2016-07-18 Dimitar Asenov , Peter Müller , Lukas Vogel

Many verification tools come out of academic projects, whose natural constraints do not typically lead to a strong focus on usability. For widespread use, however, usability is essential. Using a well-known benchmark, the Tokeneer problem,…

Software Engineering · Computer Science 2016-05-06 Mansur Khazeev , Victor Rivera , Manuel Mazzara , Alexander Tchitchigin

We begin by considering the expectations of the creators of VisiCalc, the first spreadsheet. The emphasis is on the nature of the spreadsheet grid. The grid is taken as a presentational method for showing a solution to a Sudoku puzzle. We…

Human-Computer Interaction · Computer Science 2014-01-31 Stephen Allen

With today's public data sets containing billions of data items, more and more companies are looking to integrate external data with their traditional enterprise data to improve business intelligence analysis. These distributed data sources…

Databases · Computer Science 2012-05-16 Ahmad Assaf , Eldad Louw , Aline Senart , Corentin Follenfant , Raphaël Troncy , David Trastour

In previous work we have described how refinements can be checked using a temporal logic based model-checker, and how we have built a model-checker for Z by providing a translation of Z into the SAL input language. In this paper we draw…

Software Engineering · Computer Science 2011-06-22 John Derrick , Siobhán North , Anthony J. H. Simons

In recent years, discussions about fairness in machine learning, AI ethics and algorithm audits have increased. Many entities have developed framework guidance to establish a baseline rubric for fairness and accountability. However, in…

Machine Learning · Computer Science 2022-06-23 Cherie M Poland

Evaluating multiple-choice questions (MCQs) involves either labor intensive human assessments or automated methods that prioritize readability, often overlooking deeper question design flaws. To address this issue, we introduce the Scalable…

Artificial Intelligence · Computer Science 2024-06-03 Steven Moore , Eamon Costello , Huy A. Nguyen , John Stamper

A review of 75 formal audit assignments shows that the effort taken to identify defects in financial models taken from the domain of limited recourse (project) finance is uncorrelated with common measures of the physical characteristics of…

Software Engineering · Computer Science 2024-12-31 David Colver

Spreadsheets are a ubiquitous software tool, used for a wide variety of tasks such as financial modelling, statistical analysis and inventory management. Extracting meaningful information from such data can be a difficult task, especially…

Software Engineering · Computer Science 2009-08-11 Derek Flood , Kevin Mc Daid , Fergal Mc Caffery

We present a tool that primarily supports the ability to check bounded properties starting from a sequence of states in a run. The target design is compiled into an AIGNET which is then selectively and iteratively translated into an…

Software Engineering · Computer Science 2018-11-07 Rob Sumners

Spreadsheets are widely used within companies and often form the basis for business decisions. Numerous cases are known where incorrect information in spreadsheets has lead to incorrect decisions. Such cases underline the relevance of…

Software Engineering · Computer Science 2015-03-16 Bas Jansen

The increasing number of questions on Question Answering (QA) platforms like Math Stack Exchange (MSE) signifies a growing information need to answer math-related questions. However, there is currently very little research on approaches for…

Information Retrieval · Computer Science 2022-11-15 Philipp Scharpf , Moritz Schubotz , Bela Gipp

Research on spreadsheet errors began over fifteen years ago. During that time, there has been ample evidence demonstrating that spreadsheet errors are common and nontrivial. Quite simply, spreadsheet error rates are comparable to error…

Human-Computer Interaction · Computer Science 2008-06-03 David Chadwick

In recent years, researchers have proposed a number of automated tools to identify and improve floating-point rounding error in mathematical expressions. However, users struggle to effectively apply these tools. In this paper, we work with…

Human-Computer Interaction · Computer Science 2023-08-11 Edward Misback , Caleb C. Chan , Brett Saiki , Eunice Jun , Zachary Tatlock , Pavel Panchekha

The increasing availability of structured datasets, from Web tables and open-data portals to enterprise data, opens up opportunities~to enrich analytics and improve machine learning models through relational data augmentation. In this…

Databases · Computer Science 2025-03-06 Aécio Santos , Aline Bessa , Fernando Chirigati , Christopher Musco , Juliana Freire

Analyzing data subgroups is a common data science task to build intuition about a dataset and identify areas to improve model performance. However, subgroup analysis is prohibitively difficult in datasets with many features, and existing…

Human-Computer Interaction · Computer Science 2025-02-18 Venkatesh Sivaraman , Zexuan Li , Adam Perer
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