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ORCIDShweta Yadav 0001
Person information
- affiliation: University of Illinois Chicago, IL, USA
- affiliation (former): U. S. National Library of Medicine, LHNCBC, MD, USA
- affiliation (former): University of South Carolina, Columbia, SC, USA
- affiliation (former): Wright State University, Dayton, OH, USA
- affiliation (PhD): Indian Institute of Technology Patna, Bihar, India
Other persons with the same name
- Shweta Yadav 0002
![[0000-0001-8192-8078]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8192-8078")
— Kyoto University, Department of Environmental Engineering, Japan - Shweta Yadav 0003 — National College of Ireland, Dublin, Ireland
- Shweta Yadav 0004 — AbbVie Inc., Genomics Research Center, Cambridge, MA, USA
- Shweta 0002 — Indian Institute of Information Technology Allahabad, India
- Shweta 0003 — Birla Institute of Technology and Science, Pilani, India
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Journal Articles
- 2023
[j8]C. Akalya Devi, Dhanaraj Karthika Renuka, G. Pooventhiran, D. Harish, Shweta Yadav, Krishnaprasad Thirunarayan:
Towards enhancing emotion recognition via multimodal framework. J. Intell. Fuzzy Syst. 44(2): 2455-2470 (2023)- 2022
- [j7]Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman:
Question-aware transformer models for consumer health question summarization. J. Biomed. Informatics 128: 104040 (2022) - [j6]Shweta Yadav, Srivatsa Ramesh Jayashree, Sriparna Saha, Asif Ekbal:
Relation Extraction From Biomedical and Clinical Text: Unified Multitask Learning Framework. IEEE ACM Trans. Comput. Biol. Bioinform. 19(2): 1105-1116 (2022) - 2020
- [j5]Shweta Yadav, Pralay Ramteke, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
Exploring Disorder-Aware Attention for Clinical Event Extraction. ACM Trans. Multim. Comput. Commun. Appl. 16(1s): 31:1-31:21 (2020) - 2019
- [j4]Usha Lokala, Francois R. Lamy, Raminta Daniulaityte, Amit P. Sheth, Ramzi W. Nahhas, Jason I. Roden, Shweta Yadav, Robert G. Carlson:
Global trends, local harms: availability of fentanyl-type drugs on the dark web and accidental overdoses in Ohio. Comput. Math. Organ. Theory 25(1): 48-59 (2019) - [j3]Shweta Yadav, Asif Ekbal, Sriparna Saha:
Information theoretic-PSO-based feature selection: an application in biomedical entity extraction. Knowl. Inf. Syst. 60(3): 1453-1478 (2019) - [j2]Shweta Yadav, Asif Ekbal, Sriparna Saha, Ankit Kumar, Pushpak Bhattacharyya:
Feature assisted stacked attentive shortest dependency path based Bi-LSTM model for protein-protein interaction. Knowl. Based Syst. 166: 18-29 (2019) - 2018
- [j1]Shweta Yadav, Asif Ekbal, Sriparna Saha:
Feature selection for entity extraction from multiple biomedical corpora: A PSO-based approach. Soft Comput. 22(20): 6881-6904 (2018)
Conference and Workshop Papers
- 2023
- [c25]Shweta Yadav, Cornelia Caragea, Chenye Zhao, Naincy Kumari, Marvin Solberg, Tanmay Sharma:
Towards Identifying Fine-Grained Depression Symptoms from Memes. ACL (1) 2023: 8890-8905 - [c24]Keyu Chen, Marzieh Babaeianjelodar, Yiwen Shi, Kamila Janmohamed, Rupak Sarkar, Ingmar Weber, Thomas Davidson, Munmun De Choudhury, Jonathan Huang, Shweta Yadav, Ashiqur R. KhudaBukhsh, Chris T. Bauch, Preslav Nakov, Orestis Papakyriakopoulos, Koustuv Saha, Kaveh Khoshnood, Navin Kumar:
Partisan US News Media Representations of Syrian Refugees. ICWSM 2023: 103-113 - [c23]Shweta Yadav, Stefan Cobeli, Cornelia Caragea:
Towards Understanding Consumer Healthcare Questions on the Web with Semantically Enhanced Contrastive Learning. WWW 2023: 1773-1783 - 2022
- [c22]Yue Zhou, Barbara Di Eugenio, Brian D. Ziebart, Lisa K. Sharp, Bing Liu, Ben S. Gerber, Nikolaos Agadakos, Shweta Yadav:
Towards Enhancing Health Coaching Dialogue in Low-Resource Settings. COLING 2022: 694-706 - [c21]Shweta Yadav, Cornelia Caragea:
Towards Summarizing Healthcare Questions in Low-Resource Setting. COLING 2022: 2892-2905 - [c20]Keyu Chen, Marzieh Babaeianjelodar, Yiwen Shi, Rohan Aanegola, Lam Yin Cheung, Preslav Ivanov Nakov, Shweta Yadav, Angus Bancroft, Ashiqur R. KhudaBukhsh, Munmun De Choudhury, Frederick L. Altice, Navin Kumar:
US News and Social Media Framing Around Vaping. CSoNet 2022: 188-199 - [c19]Stefan Cobeli, Ioan-Bogdan Iordache, Shweta Yadav, Cornelia Caragea, Liviu P. Dinu, Dragos Iliescu:
Detecting Optimism in Tweets using Knowledge Distillation and Linguistic Analysis of Optimism. LREC 2022: 2032-2041 - [c18]Keyu Chen, Yiwen Shi, Jun Luo, Joyce Jiang, Shweta Yadav, Munmun De Choudhury, Ashiqur R. KhudaBukhsh, Marzieh Babaeianjelodar, Frederick L. Altice, Navin Kumar:
How Is Vaping Framed on Online Knowledge Dissemination Platforms? SBP-BRiMS 2022: 68-78 - 2021
- [c17]Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman:
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards. ACL/IJCNLP (2) 2021: 249-255 - [c16]Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha:
Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction. ACL/IJCNLP (Findings) 2021: 3741-3747 - [c15]Shweta Yadav, Mourad Sarrouti, Deepak Gupta:
NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization. BioNLP@NAACL-HLT 2021: 291-301 - 2020
- [c14]Shweta Yadav, Jainish Chauhan, Joy Prakash Sain, Krishnaprasad Thirunarayan, Amit P. Sheth, Jeremiah Schumm:
Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework. COLING 2020: 696-709 - [c13]Shweta Yadav, Vishal Pallagani, Amit P. Sheth:
Medical Knowledge-enriched Textual Entailment Framework. COLING 2020: 1795-1801 - [c12]Manas Gaur, Ugur Kursuncu, Amit P. Sheth, Ruwan Wickramarachchi, Shweta Yadav:
Knowledge-infused Deep Learning. HT 2020: 309-310 - [c11]Shweta Yadav, Joy Prakash Sain, Amit P. Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
Assessing the Severity of Health States based on Social Media Posts. ICPR 2020: 5728-5735 - [c10]Ramnath Kumar, Shweta Yadav, Raminta Daniulaityte, Francois R. Lamy, Krishnaprasad Thirunarayan, Usha Lokala, Amit P. Sheth:
eDarkFind: Unsupervised Multi-view Learning for Sybil Account Detection. WWW 2020: 1955-1965 - 2019
- [c9]Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining. ACL (1) 2019: 5234-5245 - 2018
- [c8]Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
Medical Sentiment Analysis using Social Media: Towards building a Patient Assisted System. LREC 2018 - [c7]Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya, Amit P. Sheth:
Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment. NAACL-HLT (2) 2018: 271-277 - 2017
- [c6]Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection. EACL (1) 2017: 1159-1170 - 2016
- [c5]Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
Deep Learning Architecture for Patient Data De-identification in Clinical Records. ClinicalNLP@COLING 2016 2016: 32-41 - [c4]Deepak Kumar Gupta, Shweta, Shubham Tripathi, Asif Ekbal, Pushpak Bhattacharyya:
A Hybrid Approach for Entity Extraction in Code-Mixed Social Media Data. FIRE (Working Notes) 2016: 298-303 - [c3]Shweta, Ankit Kumar, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
A Recurrent Neural Network Architecture for De-identifying Clinical Records. ICON 2016: 188-197 - [c2]Shweta, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
A deep learning architecture for protein-protein Interaction Article identification. ICPR 2016: 3128-3133 - 2015
- [c1]Deepak Kumar Gupta, Kandula Srikanth Reddy, Shweta, Asif Ekbal:
PSO-ASent: Feature Selection Using Particle Swarm Optimization for Aspect Based Sentiment Analysis. NLDB 2015: 220-233
Informal and Other Publications
- 2022
- [i15]Shweta Yadav, Deepak Gupta, Dina Demner-Fushman:
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization. CoRR abs/2206.06581 (2022) - [i14]Keyu Chen, Marzieh Babaeianjelodar, Yiwen Shi, Rohan Aanegola, Lam Yin Cheung, Preslav Ivanov Nakov, Shweta Yadav, Angus Bancroft, Ashiqur R. KhudaBukhsh, Munmun De Choudhury, Frederick L. Altice, Navin Kumar:
US News and Social Media Framing around Vaping. CoRR abs/2206.07765 (2022) - [i13]Keyu Chen, Marzieh Babaeianjelodar, Yiwen Shi, Kamila Janmohamed, Rupak Sarkar, Ingmar Weber, Thomas Davidson, Munmun De Choudhury, Jonathan Huang, Shweta Yadav, Ashiqur R. KhudaBukhsh, Preslav Ivanov Nakov, Chris T. Bauch, Orestis Papakyriakopoulos, Kaveh Khoshnood, Navin Kumar:
Partisan US News Media Representations of Syrian Refugees. CoRR abs/2206.09024 (2022) - [i12]Keyu Chen, Yiwen Shi, Jun Luo, Joyce Jiang, Shweta Yadav, Munmun De Choudhury, Ashiqur R. KhudaBukhsh, Marzieh Babaeianjelodar, Frederick L. Altice, Navin Kumar:
How is Vaping Framed on Online Knowledge Dissemination Platforms? CoRR abs/2206.10594 (2022) - 2021
- [i11]Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman:
Question-aware Transformer Models for Consumer Health Question Summarization. CoRR abs/2106.00219 (2021) - [i10]Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman:
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards. CoRR abs/2107.00176 (2021) - [i9]Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha:
Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction. CoRR abs/2107.00596 (2021) - 2020
- [i8]Shweta Yadav, Srivatsa Ramesh, Sriparna Saha, Asif Ekbal:
Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework. CoRR abs/2009.09509 (2020) - [i7]Shweta Yadav, Joy Prakash Sain, Amit P. Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
Assessing the Severity of Health States based on Social Media Posts. CoRR abs/2009.09600 (2020) - [i6]Shweta Yadav, Usha Lokala, Raminta Daniulaityte, Krishnaprasad Thirunarayan, Francois R. Lamy, Amit P. Sheth:
"When they say weed causes depression, but it's your fav antidepressant": Knowledge-aware Attention Framework for Relationship Extraction. CoRR abs/2009.10155 (2020) - [i5]Shweta Yadav, Vishal Pallagani, Amit P. Sheth:
Medical Knowledge-enriched Textual Entailment Framework. CoRR abs/2011.05257 (2020) - [i4]Shweta Yadav, Jainish Chauhan, Joy Prakash Sain, Krishnaprasad Thirunarayan, Amit P. Sheth, Jeremiah Schumm:
Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework. CoRR abs/2011.06149 (2020) - 2019
- [i3]Dhanachandra Ningthoujam, Shweta Yadav, Pushpak Bhattacharyya, Asif Ekbal:
Relation extraction between the clinical entities based on the shortest dependency path based LSTM. CoRR abs/1903.09941 (2019) - 2018
- [i2]Shweta Yadav, Ankit Kumar, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
Feature Assisted bi-directional LSTM Model for Protein-Protein Interaction Identification from Biomedical Texts. CoRR abs/1807.02162 (2018) - [i1]Shweta Yadav, Joy Sain, Amit P. Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya:
Leveraging Medical Sentiment to Understand Patients Health on Social Media. CoRR abs/1807.11172 (2018)
Coauthor Index
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