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Books and Theses
- 2019
[b1]Ismini Lourentzou:
Data quality in the deep learning era: Active semi-supervised learning and text normalization for natural language understanding. University of Illinois Urbana-Champaign, USA, 2019
Journal Articles
- 2024
- [j4]Hulya Dogan
, Kiet Nguyen, Ismini Lourentzou:
Narrative Characteristics in Refugee Discourse: An Analysis of American Public Opinion on the Afghan Refugee Crisis After the Taliban Takeover. Proc. ACM Hum. Comput. Interact. 8(CSCW1): 1-31 (2024) - [j3]Junghwan Kim, Jinhyung Lee, Kee Moon Jang, Ismini Lourentzou:
Exploring the limitations in how ChatGPT introduces environmental justice issues in the United States: A case study of 3,108 counties. Telematics Informatics 86: 102085 (2024) - 2023
- [j2]Sai Gurrapu, Ajay Kulkarni, Lifu Huang, Ismini Lourentzou, Feras A. Batarseh:
Rationalization for explainable NLP: a survey. Frontiers Artif. Intell. 6 (2023) - 2022
- [j1]Mohammad Hesam Soleimani-Babakamali, Reza Sepasdar, Kourosh Nasrollahzadeh, Ismini Lourentzou, Rodrigo Sarlo:
Toward a general unsupervised novelty detection framework in structural health monitoring. Comput. Aided Civ. Infrastructure Eng. 37(9): 1128-1145 (2022)
Conference and Workshop Papers
- 2024
- [c30]Meghana Holla, Ismini Lourentzou:
Commonsense for Zero-Shot Natural Language Video Localization. AAAI 2024: 2166-2174 - [c29]Afrina Tabassum, Dung N. Tran, Trung Dang, Ismini Lourentzou, Kazuhito Koishida:
uaMix-MAE: Efficient Tuning of Pretrained Audio Transformers with Unsupervised Audio Mixtures. ICASSP 2024: 5435-5439 - [c28]Mehrdad Eshraghi Dehaghani, Amirhossein Sabour, Amarachi B. Madu, Ismini Lourentzou, Mehdi Moradi:
Representation Learning with a Transformer-Based Detection Model for Localized Chest X-Ray Disease and Progression Detection. MICCAI (1) 2024: 578-587 - [c27]Muntasir Wahed, Xiaona Zhou, Tianjiao Yu, Ismini Lourentzou:
Fine-Grained Alignment for Cross-Modal Recipe Retrieval. WACV 2024: 5572-5581 - 2023
- [c26]Muntasir Wahed, Daniel Gruhl, Ismini Lourentzou:
MArBLE: Hierarchical Multi-Armed Bandits for Human-in-the-Loop Set Expansion. CIKM 2023: 4857-4863 - [c25]Ola Karajeh, Ismini Lourentzou, Edward A. Fox:
Multi-view Graph-Based Text Representations for Imbalanced Classification. TPDL 2023: 249-264 - [c24]Md. Mahim Anjum Haque, Wasi Uddin Ahmad, Ismini Lourentzou, Chris Brown:
FixEval: Execution-based Evaluation of Program Fixes for Programming Problems. APR@ICSE 2023: 11-18 - [c23]Amarachi Mbakawe, Lyuyang Wang, Mehdi Moradi, Ismini Lourentzou:
Hierarchical Vision Transformers for Disease Progression Detection in Chest X-Ray Images. MICCAI (5) 2023: 685-695 - [c22]Tianjiao Yu, Sukrit Venkatagiri, Ismini Lourentzou, Kurt Luther:
Sedition Hunters: A Quantitative Study of the Crowdsourced Investigation into the 2021 U.S. Capitol Attack. WWW 2023: 3849-3858 - 2022
- [c21]Parshin Shojaee, Yingyan Zeng, Muntasir Wahed, Avi Seth, Ran Jin, Ismini Lourentzou:
Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet. IEEE Big Data 2022: 1505-1514 - [c20]Ismini Lourentzou, Joy T. Wu, Satyananda Kashyap, Alexandros Karargyris, Leo Anthony Celi, Ban Kawas, Sachin S. Talathi:
Preface. Gaze Meets ML 2022: 1-2 - [c19]Arkin Dharawat, Ismini Lourentzou, Alex Morales, ChengXiang Zhai:
Drink Bleach or Do What Now? COVID-HeRA: A Study of Risk-Informed Health Decision Making in the Presence of COVID-19 Misinformation. ICWSM 2022: 1218-1227 - [c18]Gaurang Karwande, Amarachi Mbakawe, Joy T. Wu, Leo A. Celi, Mehdi Moradi, Ismini Lourentzou:
CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships Between Chest X-Rays. MICCAI (1) 2022: 581-591 - [c17]Xavier Pleimling, Vedant Shah, Ismini Lourentzou:
[Data] Quality Lies In The Eyes Of The Beholder. PETRA 2022: 118-124 - 2021
- [c16]Sahiti Labhishetty, Ismini Lourentzou, Michael Jeffrey Volk, Shekhar Mishra, Huimin Zhao, Chengxiang Zhai:
TriGORank: A Gene Ontology Enriched Learning-to-Rank Framework for Trigenic Fitness Prediction. BIBM 2021: 1841-1848 - [c15]Muntasir Wahed, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steve Welch, Ismini Lourentzou:
SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion. CIKM 2021: 4173-4183 - [c14]Nkechinyere N. Agu, Joy T. Wu, Hanqing Chao, Ismini Lourentzou, Arjun Sharma, Mehdi Moradi, Pingkun Yan, James A. Hendler:
AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-Ray. MICCAI (5) 2021: 804-813 - [c13]Joy T. Wu, Nkechinyere Agu, Ismini Lourentzou, Arjun Sharma, Joseph Alexander Paguio, Jasper Seth Yao, Edward C. Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo Anthony Celi, Mehdi Moradi:
Chest ImaGenome Dataset for Clinical Reasoning. NeurIPS Datasets and Benchmarks 2021 - [c12]Ismini Lourentzou, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steven R. Welch, Chengxiang Zhai:
AdaReNet: Adaptive Reweighted Semi-supervised Active Learning to Accelerate Label Acquisition. PETRA 2021: 431-438 - [c11]Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing:
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization. SIGIR 2021: 1389-1399 - 2019
- [c10]Ismini Lourentzou, Kabir Manghnani, ChengXiang Zhai:
Adapting Sequence to Sequence Models for Text Normalization in Social Media. ICWSM 2019: 335-345 - 2018
- [c9]Chase Geigle, Ismini Lourentzou, Hari Sundaram, ChengXiang Zhai:
CLaDS: a cloud-based virtual lab for the delivery of scalable hands-on assignments for practical data science education. ITiCSE 2018: 176-181 - [c8]Ismini Lourentzou, Alfredo Alba, Anni Coden, Anna Lisa Gentile, Daniel Gruhl, Steve Welch:
Mining Relations from Unstructured Content. PAKDD (2) 2018: 363-375 - [c7]Ismini Lourentzou, Anna Lisa Gentile, Daniel Gruhl, Jane Fortner, Michele Freemon, Kendra Grande:
Difficult Relations: Extracting Novel Facts from Text. ISWC (P&D/Industry/BlueSky) 2018 - [c6]Ismini Lourentzou, Daniel Gruhl, Steve Welch:
Exploring the Efficiency of Batch Active Learning for Human-in-the-Loop Relation Extraction. WWW (Companion Volume) 2018: 1131-1138 - 2017
- [c5]Ismini Lourentzou, Alex Morales, ChengXiang Zhai:
Text-based geolocation prediction of social media users with neural networks. IEEE BigData 2017: 696-705 - 2016
- [c4]Ruby Mendenhall, Nicole M. Brown, Michael L. Black, Mark Van Moer, Ismini Lourentzou, Karen Flynn, Malaika Mckee, Assata Zerai:
Rescuing Lost History: Using Big Data to Recover Black Women's Lived Experiences. XSEDE 2016: 56:1-56:6 - 2015
- [c3]Ismini Lourentzou, Graham Dyer, Abhishek Sharma, ChengXiang Zhai:
Hotspots of news articles: Joint mining of news text & social media to discover controversial points in news. IEEE BigData 2015: 2948-2950 - 2013
- [c2]Stamatina Thomaidou, Ismini Lourentzou, Panagiotis Katsivelis-Perakis, Michalis Vazirgiannis:
Automated snippet generation for online advertising. CIKM 2013: 1841-1844 - [c1]Spyridon Stathopoulos, Ismini Lourentzou, Antonia Kyriakopoulou, Theodore Kalamboukis:
IPL at CLEF 2013 Medical Retrieval Task. CLEF (Working Notes) 2013
Editorship
- 2022
- [e1]Ismini Lourentzou, Joy T. Wu, Satyananda Kashyap, Alexandros Karargyris, Leo Anthony Celi, Ban Kawas, Sachin S. Talathi:
Proceedings of The 1st Gaze Meets ML workshop, in conjunction with the Annual Conference on Neural Information Processing Systems, 03 December 2022, New Orleans, USA. Proceedings of Machine Learning Research 210, PMLR 2022 [contents]
Informal and Other Publications
- 2024
- [i16]Afrina Tabassum, Dung N. Tran, Trung Dang, Ismini Lourentzou, Kazuhito Koishida:
uaMix-MAE: Efficient Tuning of Pretrained Audio Transformers with Unsupervised Audio Mixtures. CoRR abs/2403.09579 (2024) - 2023
- [i15]Sai Gurrapu, Ajay Kulkarni, Lifu Huang, Ismini Lourentzou, Laura J. Freeman, Feras A. Batarseh:
Rationalization for Explainable NLP: A Survey. CoRR abs/2301.08912 (2023) - [i14]Ying Shen, Ismini Lourentzou:
Learning by Asking for Embodied Visual Navigation and Task Completion. CoRR abs/2302.04865 (2023) - [i13]Tianjiao Yu, Sukrit Venkatagiri, Ismini Lourentzou, Kurt Luther:
Sedition Hunters: A Quantitative Study of the Crowdsourced Investigation into the 2021 U.S. Capitol Attack. CoRR abs/2302.10964 (2023) - [i12]Meghana Holla, Ismini Lourentzou:
Commonsense for Zero-Shot Natural Language Video Localization. CoRR abs/2312.17429 (2023) - 2022
- [i11]Muntasir Wahed, Afrina Tabassum, Ismini Lourentzou:
Adversarial Contrastive Learning by Permuting Cluster Assignments. CoRR abs/2204.10314 (2022) - [i10]Afrina Tabassum, Muntasir Wahed, Hoda Eldardiry, Ismini Lourentzou:
Hard Negative Sampling Strategies for Contrastive Representation Learning. CoRR abs/2206.01197 (2022) - [i9]Md. Mahim Anjum Haque, Wasi Uddin Ahmad, Ismini Lourentzou, Chris Brown:
FixEval: Execution-based Evaluation of Program Fixes for Competitive Programming Problems. CoRR abs/2206.07796 (2022) - [i8]Gaurang Karwande, Amarachi Mbakawe, Joy T. Wu, Leo A. Celi, Mehdi Moradi, Ismini Lourentzou:
CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships between Chest X-Rays. CoRR abs/2208.03873 (2022) - 2021
- [i7]Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing:
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization. CoRR abs/2105.06441 (2021) - [i6]Nkechinyere N. Agu, Joy T. Wu, Hanqing Chao, Ismini Lourentzou, Arjun Sharma, Mehdi Moradi, Pingkun Yan, James A. Hendler:
AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray. CoRR abs/2105.09937 (2021) - [i5]Joy T. Wu, Nkechinyere N. Agu, Ismini Lourentzou, Arjun Sharma, Joseph A. Paguio, Jasper S. Yao, Edward C. Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo A. Celi, Mehdi Moradi:
Chest ImaGenome Dataset for Clinical Reasoning. CoRR abs/2108.00316 (2021) - [i4]Muntasir Wahed, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steve Welch, Ismini Lourentzou:
SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion. CoRR abs/2108.11948 (2021) - 2020
- [i3]Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy T. Wu, Arjun Sharma, Matthew Tong, Shafiq Abedin, David Beymer, Vandana V. Mukherjee, Elizabeth A. Krupinski, Mehdi Moradi:
Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development. CoRR abs/2009.07386 (2020) - [i2]Arkin Dharawat, Ismini Lourentzou, Alex Morales, ChengXiang Zhai:
Drink bleach or do what now? Covid-HeRA: A dataset for risk-informed health decision making in the presence of COVID19 misinformation. CoRR abs/2010.08743 (2020) - 2019
- [i1]Ismini Lourentzou, Kabir Manghnani, ChengXiang Zhai:
Adapting Sequence to Sequence models for Text Normalization in Social Media. CoRR abs/1904.06100 (2019)
Coauthor Index
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