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We present WISER, a new semantic search engine for expert finding in academia. Our system is unsupervised and it jointly combines classical language modeling techniques, based on text evidences, with the Wikipedia Knowledge Graph, via…

Information Retrieval · Computer Science 2019-06-11 Paolo Cifariello , Paolo Ferragina , Marco Ponza

Reference lists in scholarly manuscripts frequently contain errors, including incorrect identifiers, incomplete metadata, misattributed authors, and mismatches between preprint and published versions. These problems are tedious to repair…

Digital Libraries · Computer Science 2026-03-19 Junhyeok Lee

Discovering research expertise at universities can be a difficult task. Directories routinely become outdated, and few help in visually summarizing researchers' work or supporting the exploration of shared interests among researchers. This…

Digital Libraries · Computer Science 2020-09-02 Jon Saad-Falcon , Omar Shaikh , Zijie J. Wang , Austin P. Wright , Sasha Richardson , Duen Horng Chau

Modern researchers engage in diverse activities, assume multiple contribution roles, and produce a variety of outputs beyond traditional publications. This broader view of research contributions is increasingly recognised by responsible…

Digital Libraries · Computer Science 2026-05-15 Serafeim Chatzopoulos , Paris Koloveas , Kleanthis Vichos , Dionysis Diamantis , Thanasis Vergoulis

Discovering and making sense of relevant literature is fundamental in any scientific field. Node-link diagram-based visualization tools can aid this process; however, existing tools have been evaluated only on small scales. This paper…

Human-Computer Interaction · Computer Science 2022-10-26 Kevin Li , Haoyang Yang , Evan Montoya , Anish Upadhayay , Zhiyan Zhou , Jon Saad-Falcon , Duen Horng Chau

Mapping and navigation services like Google Maps, Apple Maps, OpenStreetMap, are essential for accessing various location-based data, yet they often struggle to handle natural language geospatial queries. Recent advancements in Large…

Computation and Language · Computer Science 2025-06-16 Mahir Labib Dihan , Mohammed Eunus Ali , Md Rizwan Parvez

Research is an incremental, iterative process, with new results relying and building upon previous ones. Scientists need to find, retrieve, understand, and verify results in order to confidently extend them, even when the results are their…

Computation · Statistics 2023-06-30 Gabriel Becker , Sara E. Moore , Michael Lawrence

Bibliometrics, whether used for research or research evaluation, relies on large multidisciplinary databases of research outputs and citation indices. The Web of Science (WoS) was the main supporting infrastructure of the field for more…

Digital Libraries · Computer Science 2025-08-27 Philippe Mongeon , Madelaine Hare , Poppy Riddle , Summer Wilson , Geoff Krause , Rebecca Marjoram , Rémi Toupin

Scientific extreme summarization (TLDR) aims to form ultra-short summaries of scientific papers. Previous efforts on curating scientific TLDR datasets failed to scale up due to the heavy human annotation and domain expertise required. In…

Computation and Language · Computer Science 2022-10-21 Yuning Mao , Ming Zhong , Jiawei Han

The popularity and rapid development of Cloud Computing in recent years has led to a vast number of publications capturing the accumulated knowledge in this field. Due to the interdisciplinary nature and significant relevance of cloud…

Computer Science and Game Theory · Computer Science 2026-05-26 Smruti Rekha Swain

Citation counts and related metrics have pervasive uses and misuses in academia and research appraisal, serving as scholarly influence and recognition measures. Hence, comprehending the citation patterns exhibited by authors is essential…

AI-powered search systems are emerging as new information gatekeepers, fundamentally transforming how users access news and information. Despite their growing influence, the citation patterns of these systems remain poorly understood. We…

Information Retrieval · Computer Science 2025-07-09 Kai-Cheng Yang

Citations allow quickly identifying related research. If multiple publications are selected as seeds, specific suggestions for related literature can be made based on the number of incoming and outgoing citation links to this selection.…

Human-Computer Interaction · Computer Science 2024-08-06 Fabian Beck

Scientific document understanding is challenging as the data is highly domain specific and diverse. However, datasets for tasks with scientific text require expensive manual annotation and tend to be small and limited to only one or a few…

Computation and Language · Computer Science 2021-05-26 Dustin Wright , Isabelle Augenstein

Citations are widely considered in scientists' evaluation. As such, scientists may be incentivized to inflate their citation counts. While previous literature has examined self-citations and citation cartels, it remains unclear whether…

Computational Engineering, Finance, and Science · Computer Science 2024-02-08 Hazem Ibrahim , Fengyuan Liu , Yasir Zaki , Talal Rahwan

We present SciArena, an open and collaborative platform for evaluating foundation models on scientific literature-grounded tasks. Unlike traditional benchmarks for scientific literature understanding and synthesis, SciArena engages the…

Long-context understanding has emerged as a critical capability for large language models (LLMs). However, evaluating this ability remains challenging. We present SCALAR, a benchmark designed to assess citation-grounded long-context…

Computation and Language · Computer Science 2026-01-23 Renxi Wang , Honglin Mu , Liqun Ma , Lizhi Lin , Yunlong Feng , Timothy Baldwin , Xudong Han , Haonan Li

Purpose: The purpose of this paper is to measure the coverage of Google Scholar for the Library and Information Science (LIS) journal literature as identified by a list of core LIS journals from a study by Schloegl and Petschnig (2005).…

Digital Libraries · Computer Science 2015-11-19 Dirk Lewandowski

Geoscientists, as well as researchers in many fields, need to read a huge amount of literature to locate, extract, and aggregate relevant results and data to enable future research or to build a scientific database, but there is no existing…

Human-Computer Interaction · Computer Science 2022-02-25 Shao Zhang , Yuting Jia , Hui Xu , Ying Wen , Dakuo Wang , Xinbing Wang

Within the past few decades we have witnessed digital revolution, which moved scholarly communication to electronic media and also resulted in a substantial increase in its volume. Nowadays keeping track with the latest scientific…

Digital Libraries · Computer Science 2017-10-30 Dominika Tkaczyk