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Irene Li
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Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task
T Yu, R Zhang, K Yang, M Yasunaga, D Wang, Z Li, J Ma, I Li, Q Yao, ...
arXiv preprint arXiv:1809.08887, 2018
3862018
Multi-news: a large-scale multi-document summarization dataset and abstractive hierarchical model
AR Fabbri, I Li, T She, S Li, DR Radev
ACL 2019, 2019
2262019
Medical Text Classification Using Convolutional Neural Networks
M Hughes, I Li, S Kotoulas, T Suzumura
Informatics for Health, 2017
2102017
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
M Yasunaga, K Jungo, Z Rui, F Alexander, L Irene, D Friedman, ...
AAAI 2019, 2019
1182019
What are we depressed about when we talk about covid19: Mental health analysis on tweets using natural language processing
I Li, Y Li, T Li, S Alvarez-Napagao, G Garcia-Gasulla, T Suzumura
Fortieth SGAI International Conference on Artificial Intelligence 2020, 2020
422020
SParC: cross-domain semantic parsing in context
T Yu, R Zhang, M Yasunaga, YC Tan, XV Lin, S Li, H Er, I Li, B Pang, ...
arXiv preprint arXiv:1906.02285, 2019
392019
Tutorialbank: A manually-collected corpus for prerequisite chains, survey extraction and resource recommendation
AR Fabbri, I Li, P Trairatvorakul, Y He, WT Ting, R Tung, C Westerfield, ...
ACL 2018, 2018
322018
What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning
I Li, A Fabbri, R Tung, D Radev
AAAI 2019, 2019
282019
R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning
I Li, A Fabbri, S Hingmire, D Radev
COLING 2020, 2020
132020
A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation
I Li, M Yasunaga, MY Nuzumlalı, C Caraballo, S Mahajan, H Krumholz, ...
Machine Learning for Health Workshop, NeurIPS 2019, 2019
132019
Global data science project for covid-19 summary report
D Garcia-Gasulla, SA Napagao, I Li, H Maruyama, H Kanezashi, ...
arXiv preprint arXiv:2006.05573, 2020
52020
Neural natural language processing for unstructured data in electronic health records: A review
I Li, J Pan, J Goldwasser, N Verma, WP Wong, MY Nuzumlalı, B Rosand, ...
Computer Science Review 46, 100511, 2022
42022
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders
I Li, V Yan, T Li, R Qu, D Radev
ACL 2021, 2021
32021
Heterogeneous Graph Neural Networks for Multi-label Text Classification
I Li, T Li, Y Li, R Dong, T Suzumura
arXiv preprint arXiv:2103.14620, 2021
32021
Efficient Variational Graph Autoencoders for Unsupervised Cross-domain Prerequisite Chains
I Li, V Yan, D Radev
ENLSP Workshop, NeurIPS 2021, 2021
12021
Detecting bias in transfer learning approaches for text classification
I Li
arXiv preprint arXiv:2102.02114, 2021
12021
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting
I Li, P Sen, H Zhu, Y Li, D Radev
Association for Computational Linguistics, Proceedings of the 6th Workshop …, 2021
12021
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification
I Li, A Feng, H Wu, T Li, T Suzumura, R Dong
Proceedings of the 2nd Workshop on Deep Learning on Graphs for Natural …, 2022
2022
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution
I Li, L Song, K Xu, D Yu
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
2022
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation
I Li, T George, A Fabbri, T Liao, B Chen, R Kawamura, R Zhou, V Yan, ...
arXiv preprint arXiv:2201.02312, 2022
2022
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