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@inproceedings{DBLP:conf/kdd/0002MM21, author = {Sumanth Prabhu and Moosa Mohamed and Hemant Misra}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Multi-class Text Classification using BERT-based Active Learning}, booktitle = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021}, year = {2021}, url = {https://github.com/valahu/dash/blob/main/KDD2021/paper\_4\_Prabhu.pdf}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/0002MM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/CahalaneNSW21, author = {Diarmuid Cahalane and Aisling Nugent and Paul Sweeney and Justin Walker}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Skills Explorer: {A} Human+AI Approach to Data Capture for Skills}, booktitle = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021}, year = {2021}, url = {https://github.com/valahu/dash/blob/main/KDD2021/paper\_3\_Cahalane.pdf}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/CahalaneNSW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/Hammarstrom21, author = {Harald Hammarstr{\"{o}}m}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Gramfinder: Human and Machine Reading of Grammatical Descriptions of the Languages of the World}, booktitle = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021}, year = {2021}, url = {https://github.com/valahu/dash/blob/main/KDD2021/paper\_6\_Gramfinder.pdf}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/Hammarstrom21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/JiangB21, author = {Hang Jiang and Doug Beeferman}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Topic-time heatmaps for human-in-the-loop topic detection and tracking}, booktitle = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021}, year = {2021}, url = {https://github.com/valahu/dash/blob/main/KDD2021/paper\_7\_Jiang.pdf}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/JiangB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/KaurNJCWV21, author = {Harmanpreet Kaur and Harsha Nori and Samuel Jenkins and Rich Caruana and Hanna M. Wallach and Jennifer Wortman Vaughan}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning}, booktitle = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021}, year = {2021}, url = {https://github.com/valahu/dash/blob/main/KDD2021/paper\_5\_invited\_Kaur.pdf}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/KaurNJCWV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/Liao21, author = {Q. Vera Liao}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Question-Driven eXplainable {AI:} Re-framing the Technical and Design Spaces of {XAI}}, booktitle = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021}, year = {2021}, url = {https://github.com/valahu/dash/blob/main/KDD2021/paper\_9\_invited\_Liao.pdf}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/Liao21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/TianoBN21, author = {Donato Tiano and Angela Bonifati and Raymond Ng}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Human-Centered Clustering for Time Series Data}, booktitle = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021}, year = {2021}, url = {https://github.com/valahu/dash/blob/main/KDD2021/paper\_2\_Tiano.pdf}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/TianoBN21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/kdd/2021dash, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021}, year = {2021}, timestamp = {Fri, 14 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/2021dash.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/AndresWMWJSBDAP20, author = {Josh Andres and Christine T. Wolf and Michael J. Muller and Justin D. Weisz and Narendra Nath Joshi and Aabhas Sharma and Krissy Brimijoin and Michael Desmond and Zahra Ashktorab and Qian Pan and Evelyn Duesterwald and Casey Dugan}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Cultivating Human Expertise Through AI-Assisted Data Science}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1c2X0RybLpXdqh2XMCN2luUPdDUhaQMRc/view}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/AndresWMWJSBDAP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/BunchYF20, author = {Eric Bunch and Qian You and Glenn Fung}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Human-In-The-Loop Topic Discovery with Embedded Text Representations}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1c1JU5qABu\_WtKcV-u3OIz-HbHUvHUYC0/view}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/BunchYF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/CahalaneCDSC20, author = {Diarmuid Cahalane and Patrick Connolly and Andrew Dalton and Bogdan Saceleanu and Medb Corcoran}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Data Scientists and Designers Can Create The Jobs of The Future}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1w9iKPs7acItGqZwlt\_Pf-uZRg7mpfkel/view}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/CahalaneCDSC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/DasD20, author = {Subhajit Das and Florina Dutt}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {InMacs: Interactive modeling and comparison of sentiments from sequence data}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1kbhBs5MtaiZHOeiVUUu0CHu0OGHjj0rZ/view}, timestamp = {Fri, 06 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/DasD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/GhaiLZM20, author = {Bhavya Ghai and Q. Vera Liao and Yunfeng Zhang and Klaus Mueller}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1Mb7yLErq3gE9Ta0sdk4XOz0TS04Dz2rP/view}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/GhaiLZM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/HanafiADL20, author = {Maeda F. Hanafi and Azza Abouzied and Marina Danilevsky and Yunyao Li}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {WhyFlow: Explaining Errors in Data Flows Interactively}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1EROo3fYk8E1fnX5vBtB1TYtfs\_PWsX-N/view}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/HanafiADL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/KanchinadamWYF20, author = {Teja Kanchinadam and Keith Westpfahl and Qian You and Glenn Fung}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Rationale-based Human-in-the-Loop via Supervised Attention}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1t5YtwBpXGt2nYIh3-h1pnp8i-qwxTmF5/view}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/KanchinadamWYF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LagosPLM20, author = {Nikolaos Lagos and Jos{\'{e}} Miguel P{\'{e}}rez{-}{\'{A}}lvarez and Michel Langlais and Adrian Mos}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Towards a What-If System for Point-Of-Interest Categorisation}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1Tppdt2UBn4rjZTGXmyFKvsw4MPDHD\_mE/view}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/LagosPLM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/QianPL20, author = {Kun Qian and Lucian Popa and Yunyao Li}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {An Intuitive User Interface for Human-in-the-loop Entity Name Parsing and Entity Variant Generation}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1-NT7dHEiMxaAjvIIbr1lll6XL-BelcCe/view}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/QianPL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/VenkataramCLSMS20, author = {Hamsa Shwetha Venkataram and Ian Colwell and Steven Liu and Philip Southam and Chris Mattmann and Tom S{\"{o}}derstr{\"{o}}m}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {Names Don't Fly: Smart Filters for Profanity Detection and Classification in User-Generated Content}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1MZUK6qwlQBnCIyIqF0YcP4aY0VATowbb/view}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/VenkataramCLSMS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/WangAWOKSCVTD20, author = {Dakuo Wang and Josh Andres and Justin D. Weisz and Erick Oduor and Udayan Khurana and Horst Samulowitz and Arunima Chaudhary and Abel N. Valente and Dustin Ramsey Torres and Casey Dugan}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {{IBM} AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1RmuGOdwcalfV0YaJh8nTdL0zutF1\_hx2/view}, timestamp = {Wed, 21 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/WangAWOKSCVTD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/WeiszM20, author = {Justin D. Weisz and Michael J. Muller}, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {The Next Decade of Data Science}, booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://drive.google.com/file/d/1jS4g4SYCDDj6pUXAVK8kNBI82seEhv7\_/view}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/WeiszM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/kdd/2020dash, editor = {Eduard C. Dragut and Yunyao Li and Lucian Popa and Slobodan Vucetic}, title = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020}, year = {2020}, url = {https://sites.google.com/view/dash2020/home}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/2020dash.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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