Exploring collections of research publications with human steerable AI

A González Martínez, BT Wooton… - … in Advanced Research …, 2020 - dl.acm.org
… Textual data, such as that contained in research publications… adjust the parameter space,
explore data, and test hypotheses. … exploring Large Document Collections of Research papers

Exploratory Analysis of Research Publications Collections with Human Steerable Black-Box Models. Towards Generalizing Inverse Computations for Semantic …

AG Martinez - 2021 - search.proquest.com
… for exploring large document collections of research papers … this dissertation for exploring
Large Document Collections. A use … system based on Artificial Intelligence and Data Mining so …

[PDF][PDF] Exploring collections of research publications with Human Steerable AI

A Gonzalez, BT Wooton, D Kobayashi, N Kirshenbaum… - researchgate.net
… System allows to explore large document collections of research papers using semantic
Interaction keeping the user involved in the evolution of the AI model. … Zexplorer will enable …

Human-centered artificial intelligence for designing accessible cultural heritage

G Pisoni, N Díaz-Rodríguez, H Gijlers, L Tonolli - Applied Sciences, 2021 - mdpi.com
… We also reflect on papers that describe the design process … the visitors to actively explore
the collection, and form … XAI techniques should explore ways in which AI could be not a threat …

Leveraging deep contrastive learning for semantic interaction

M Belcaid, AG Martinez, J Leigh - PeerJ Computer Science, 2022 - peerj.com
… tool for the visual exploration of document collections. Finally, we … different sets of documents
at each step until all 52 papers … To mimic a steerable context, we benchmarked Z-Explorer’s …

Topicrefiner: coherence-guided steerable lda for visual topic enhancement

H Yang, J Li, S Chen - IEEE Transactions on Visualization and …, 2023 - ieeexplore.ieee.org
… Abstract—This paper presents a new Human-steerable Topic … Our research revolves around
two inherent limitations of LDA… to analyze large document sets. Important works include …

Towards Bidirectional Human-AI Alignment: A Systematic Review for Clarifications, Framework, and Future Directions

H Shen, T Knearem, R Ghosh, K Alkiek… - arXiv preprint arXiv …, 2024 - arxiv.org
… The papers we reviewed in this survey are published around … into the research challenges
and existing exploration of the … after the data collection, where human values are integrated …

Ai4vis: Survey on artificial intelligence approaches for data visualization

A Wu, Y Wang, X Shu, D Moritz, W Cui… - … on Visualization and …, 2021 - ieeexplore.ieee.org
… We make the list of surveyed papers and related material available online at. … This research
area remains largely under-explored. First, limited datasets are available, which hinders …

Cross-domain visual exploration of academic corpora via the latent meaning of user-authored keywords

A Benito-Santos, RT Sánchez - IEEE Access, 2019 - ieeexplore.ieee.org
… two experiments employing a collection of visualization research papers and an auxiliary …
(eg "hci/human-computer-interaction" or "xai/explainable artificial intelligence"). Stemming was …

A decade retrospective of medical robotics research from 2010 to 2020

PE Dupont, BJ Nelson, M Goldfarb, B Hannaford… - Science robotics, 2021 - science.org
… Of the nascent applications of surgical robots explored in the … New commercial systems
focused on steerable catheters for … designs and learning/artificial intelligence applied to robot …