Widespread reference missingness disparities in open scholarly metadata
Quantitative Science Studies, 7, 53–65 · 2026
Publications.
Publications, preprints, and the resources behind our research.
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2026
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Beyond a number game: Flat team structures improve inclusion and performance in diverse scientific teams
Journal of the Association for Information Science and Technology, 77(9), 1119–1135 · 2026
Preprint version: Beyond a Number Game: Flat Structures Foster Minority Inclusion in Diverse Scientific Teams
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SciIntBench: Measuring LLM Compliance with Research Integrity Norms Under Adversarial Framing
Preprint / working paper · arXiv preprint arXiv:2605.29468 · 2026
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REM-CTX: Automated Peer Review via Reinforcement Learning with Auxiliary Context
Preprint / working paper · arXiv preprint arXiv:2604.00248 · 2026
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Government Funding and the Direction of Academic Energy Research
Preprint / working paper · NBER Working Paper No. 34856 · 2026
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Assessments of Credibility in the Social and Behavioral Sciences
Preprint / working paper · MetaArXiv · 2026
2025
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Paraphrase Identification with Deep Learning: A Review of Datasets and Methods
IEEE Access, 13, 65797–65822 · 2025
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Predicting the longevity of resources shared in scientific publications
Humanities and Social Sciences Communications, 12(1), 698 · 2025
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Estimating the predictability of questionable open-access journals
Science Advances, 11(35), eadt2792 · 2025
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REMOR: Automated Peer Review Generation with LLM Reasoning and Multi-Objective Reinforcement Learning
Preprint / working paper · arXiv preprint arXiv:2505.11718 · 2025
2024
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Incorporating costs and benefits to the evaluation of uncertain research results: applications to cancer research funding
Quantitative Science Studies, 1-27 · 2024
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Science Needs You: Mobilizing for Diversity in Award Recognition
Communications of the ACM, 67(8), 18–21 · 2024
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MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning
Proceedings of the Fourth Workshop on Scholarly Document Processing (SDP 2024), 155–164 · 2024
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The impact of heterogeneous shared leadership in scientific teams
Information Processing & Management, 61(1), 103542 · 2024
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A First Step towards Measuring Interdisciplinary Engagement in Scientific Publications: A Case Study on NLP+ CSS Research
Proceedings of the Sixth Workshop on Natural Language Processing and Computational Social Science (NLP+ CSS 2024), 144–158 · 2024
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RecSOI: recommending research directions using statements of ignorance
Journal of Biomedical Semantics, 15(1), 2 · 2024
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MAMORX: Multi-agent Multi-modal Scientific Review Generation with External Knowledge
NeurIPS 2024 Workshop on Foundation Models for Science: Progress, Opportunities, and Challenges · 2024
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Comparative Explanations for Recommendation: Research Directions
Proceedings of the 11th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2024), co-located with RecSys 2024 · 2024
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The complementary contributions of academia and industry to AI research
Preprint / working paper · arXiv preprint arXiv:2401.10268 · 2024
2023
2022
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Predicting the usage of scientific datasets based on article, author, institution, and journal bibliometrics
International Conference on Information, 42–52 · 2022
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Author-suggested reviewers rate manuscripts much more favorably: A cross-sectional analysis of the neuroscience section of PLOS ONE
PLOS ONE · 2022
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A dataset of mentorship in bioscience with semantic and demographic estimations
Scientific Data, 9(467) · 2022
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Team formation and team impact: The balance between team freshness and repeat collaboration
Journal of Informetrics, 16(4), 101337 · 2022
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International Workshop on Data-driven Science of Science
Workshop announcement · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 4856–4857 · 2022
2021
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Are AI Ethics Conferences Different and More Diverse Compared to Traditional Computer Science Conferences?
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 307–315 · 2021
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Graphical integrity issues in open access publications: detection and patterns of proportional ink violations
PloS Computational Biology · 2021
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EILEEN: A recommendation system for scientific publications and grants
Preprint / working paper · arXiv:2110.09663 · 2021
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Machine Learning and Artificial Intelligence for Science of Science and Computational Discovery: Principles, Applications, and Future Opportunities
Workshop description · iConference 2021 workshop · 2021
Peer review & discoveryScience of scienceCognition & methods
2020
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Finding datasets in publications: the Syracuse University approach
In Lane, Julia I. and Mulvany, Ian and Nathan, Paco (Eds.), Rich Search and Discovery for Research Datasets, 158–165 · 2020
Preprint version: Dataset Mention Extraction in Scientific Articles Using Bi-LSTM-CRF Model
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Artificial mental phenomena: Psychophysics as a framework to detect perception biases in AI models
Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency, 403–412 · 2020
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Assigning credit to scientific datasets using article citation networks
Journal of Informetrics, 14(2), 101013 · 2020
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Pubmed parser: a python parser for pubmed open-access XML subset and MEDLINE XML dataset XML dataset
Journal of Open Source Software, 5(46), 1979 · 2020
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Pyglmnet: Python implementation of elastic-net regularized generalized linear models
Journal of Open Source Software, 5(47) · 2020
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Modeling citation worthiness by using attention-based bidirectional long short-term memory networks and interpretable models
Scientometrics, 124(1), 399–428 · 2020
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An Automatic Misleading Graph Detection Tool
International Conference on Computational Social Science · 2020
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Are author, affiliation, and citation networks predictive of a journal getting blacklisted?
International Conference on Computational Social Science · 2020
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Don’t judge a journal by its cover?: Appearance of a Journal’s website as predictor of blacklisted Open-Access status
Proceedings of the Association for Information Science and Technology, 57(1), e306 · 2020
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Large-scale author name disambiguation using approximate network structures
International Conference on Computational Social Science · 2020
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GotFunding: A grant recommendation system based on scientific articles
Proceedings of the Association for Information Science and Technology, 57(1), e323 · 2020
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neuromatch: Algorithms to match scientists
Web article · eLife Labs · 2020
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Scientific Image Tampering Detection Based On Noise Inconsistencies: A Method And Datasets
Preprint / working paper · arXiv:2001.07799 · 2020
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Estimating a Null Model of Scientific Image Reuse to Support Research Integrity Investigations
Preprint / working paper · arXiv:2003.00878 · 2020
2019
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Limiting motor skill knowledge via incidental training protects against choking under pressure
Psychonomic bulletin & review, 26(1), 279–290 · 2019
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Dead science: Most resources linked in biomedical articles disappear in eight years
International Conference on Information, 170–176 · 2019
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Claim Extraction in Biomedical Publications using Deep Discourse Model and Transfer Learning
Preprint / working paper · arXiv:1907.00962 · 2019
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The effect of novelty on the future impact of scientific grants
Preprint / working paper · arXiv:1911.02712 · 2019
2018
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Bioscience-scale automated detection of figure element reuse
Preprint / working paper · BioRxiv, 269415 · 2018
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The sociology of scientific validity: How professional networks shape judgement in peer review
Research Policy, 47(9), 1825–1841 · 2018
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Intellectual synthesis in mentorship determines success in academic careers
Nature communications, 9(1), 1–13 · 2018
2017
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Show Me Your App Usage and I Will Tell Who Your Close Friends Are: Predicting User’s Context from Simple Cellphone Activity
Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems, 2929–2935 · 2017
2016
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Chunking as the result of an efficiency computation trade-off
Nature communications, 7(1), 1–11 · 2016
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Adaptive neuron-to-EMG decoder training for FES neuroprostheses
Journal of neural engineering, 13(4), 046009 · 2016
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Science Concierge: A fast content-based recommendation system for scientific publications
PloS ONE, 11(7), e0158423 · 2016
2015
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Using psychophysics to ask if the brain samples or maximizes
Journal of vision, 15(3), 7–7 · 2015
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High-Reproducibility and High-Accuracy Method for Automated Topic Classification
Physical Review X, 5(1), 011007 · 2015
2014
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Multifaceted aspects of chunking enable robust algorithms
Journal of neurophysiology, 112(8), 1849–1856 · 2014
2013
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The future h-index is an excellent way to predict scientistsˈ future impact
Medical Physics, 40(11) · 2013
2012
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Toward perceiving robots as humans: Three handshake models face the turing-like handshake test
IEEE Transactions on Haptics, 5(3), 196–207 · 2012
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2011
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Rational Bayesian Analysis of Sequential Decision-Making Under Uncertainty In Humans and Machines
Ph.D. thesis · University of Minnesota · 2011
2010
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Structure learning in human sequential decision-making
PLoS computational biology, 6(12), e1001003 · 2010
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The rational control of aspiration in learning
Conference abstract · Computational and Systems Neuroscience 2010 · 2010
2009
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Improving bayesian reinforcement learning using transition abstraction
Proceedings of the ICML/UAI/COLT Workshop on Abstraction in Reinforcement Learning, 1 · 2009
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Structure learning in sequential decision making
Conference abstract · Journal of Vision: Vision Sciences Society Annual Meeting Abstracts, 9(8), 829 · 2009
2008
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Bayesian modeling of human sequential decision-making on the multi-armed bandit problem
Proceedings of the 30th annual conference of the cognitive science society, 100, 200–300 · 2008
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Structure learning in human sequential decision-making
Proceedings of the 21st International Conference on Neural Information Processing Systems, 1–8 · 2008
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