Bum Chul Kwon | 권범철 | @[email protected]
@BCKwon
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Researcher @IBMResearch. Data Visualization, Visual Analytics, Machine Learning, Health Care, HCI. Views are mine.
Joined April 2009
I am so delighted that our latest research was published by Nature Communications today! . @SpringerNature @NatureComms .@vibhamath @jessdunnephd @jianying_hu.@markus76 @RVeijola @brigittef @IBMResearch @JDRF @medfak_LU. Read here:
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🚀 Excited to introduce MMELON—our new multi-view molecular foundation model! By combining graph, image, and text representations, MMELON delivers state-of-the-art performances for prediction and regression tasks. Code: Preprint:
Multi-view biomedical foundation models for molecule-target and property prediction @IBMResearch . • The paper introduces MMELON, a multi-view molecular foundation model combining graph, image, and text views to enhance prediction of molecular properties. Unlike single-view
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RT @NobelPrize: BREAKING NEWS.The 2024 #NobelPrize in Literature is awarded to the South Korean author Han Kang “for her intense poetic pro….
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RT @graceguo43: Counterfactuals explain and reduce over-reliance on AI in clinical settings, but how do we create counterfactuals for image….
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RT @JustinMatejka: We're hiring!. The HCI & Visualization group at Autodesk Research is hiring for two Research Scientist positions at the….
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We extended the due date for the #CHI2024 visualization literacy workshop to March 7!. With co-organizers: @laneharrison @mjskay @benjbach @michelle_borkin @Birdbassador @alark @alvittao @LacePadilla @EvanMPeck Karen Bonilla Yuan Cui Yiren Ding Lily Ge Maryam Hedayati David Rapp.
What is visualization literacy? How can we measure it? How can we improve it for everyone?. Submit your work to our CHI 2024 workshop by Feb 29 and join our discussions on defining, studying, and enhancing visualization literacy for all.
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What is visualization literacy? How can we measure it? How can we improve it for everyone?. Submit your work to our CHI 2024 workshop by Feb 29 and join our discussions on defining, studying, and enhancing visualization literacy for all.
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RT @NElmqvist: It’s Friday, it’s the last day of #ieeevis, and we’re now getting ready for our paper on “Visualization Thumbnails”🎞️🌆🌁🌃 by….
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RT @prasatti: 🚀 Exciting Opportunity Alert! 🌟 Join our team as a Research Intern and contribute to the future of trustworthy foundation mod….
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Excited to be in Toronto for #ACL2023NLP! Check out the paper, source code, and video of our paper Finspector. I'll be presenting Finspector at @ibmresearch booth around 9am - 10am Monday & Tuesday and at the main conference hall around 11am - 12:30pm Wednesday. Let's talk 🤩!.
How can we uncover hidden biases in language models that impact fairness? Our #ACL2023 demo paper introduces Finspector, an interactive visualization widget available as a Python package for Jupyter. Paper, Video, Code: @nandanamihindu #nlp #fairness
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RT @angie_boggust: It was a blast working on VisText with @bennyjtang and @arvindsatya1, and I can't wait to see how the dataset can suppor….
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Our paper showcases a use case that demonstrates how Finspector can be used to discover biases of language models. We discuss implications, limitations, and future work. Read the paper in detail:
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To use Finspector, users i) prepare a test dataset containing sentences and relevant metadata; ii) compute pseudo-log-likelihood scores using pre-trained models like BERT, RoBERTa, and ALBERT; and iii) launch Finspector on Jupyter and visually explore the biases of the models.
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Finspector harnesses the power of interactive visualizations for seamless exploration and pseudo-log-likelihood scoring of paraphrased sentences, enabling a comparative investigation of biases. Check out Finspector on GitHub:
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How can we uncover hidden biases in language models that impact fairness? Our #ACL2023 demo paper introduces Finspector, an interactive visualization widget available as a Python package for Jupyter. Paper, Video, Code: @nandanamihindu #nlp #fairness
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RT @kekewu728: IEEE VIS 2023 will be in Melbourne, Australia for the first time! 🇦🇺Consider applying to be a student volunteer and making i….
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RT @JournalOVI: The Journal of Visualization and Interaction (JoVI) is now open for submissions! We provide a unique venue for the fields o….
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RT @drmaxlwilson: The volunteer form to be an AC for #chi2024 is open until 15th May. Please re-share! . Volunteer via the PCS 👉Submissions….
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RT @ICatGT: Well done @graceguo43 and @arpitnarechania representing the GT Viz community today at #chi2023! @EndertAlex is one proud adviso….
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RT @namwkim85: #CHI2023 Looking for a postdoc in HCI & Data Visualization! Please help spread the word!.
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