Shweta Yadav

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 43

Top Topics

Feature Selection

Entity Extraction

Sentiment Analysis

Top Venues

Publications

Shweta Yadav
Assessing the Efficacy of Synthetic Data for Enhancing Machine Translation Models in Low Resource Domains. BDA (2023)
C. Akalya devi, D. Karthika Renuka, G. Pooventhiran, D. Harish, Shweta Yadav, Krishnaprasad Thirunarayan
Towards enhancing emotion recognition via multimodal framework. J. Intell. Fuzzy Syst. 44 (2) (2023)
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)
Shweta Yadav, Cornelia Caragea
Towards Summarizing Healthcare Questions in Low-Resource Setting. COLING (2022)
Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman
Question-aware transformer models for consumer health question summarization. J. Biomed. Informatics 128 (2022)
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)
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)
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)
Keyu Chen, Marzieh Babaeianjelodar, Yiwen Shi, Kamila Janmohamed, Rupak Sarkar, Ingmar Weber, Thomas Davidson, Munmun De Choudhury, Jonathan Huang, Shweta Yadav, Ashique Khudabukhsh, Preslav Ivanov Nakov, Chris bauch, Orestis Papakyriakopoulos, Kaveh Khoshnood, Navin Kumar
Partisan US News Media Representations of Syrian Refugees. CoRR (2022)
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) (2022)
Shweta Yadav, Deepak Gupta, Dina Demner-Fushman
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization. CoRR (2022)
Keyu Chen, Marzieh Babaeianjelodar, Yiwen Shi, Rohan Aanegola, Lam Yin Cheung, Preslav Ivanov Nakov, Shweta Yadav, Angus Bancroft, Ashique Khudabukhsh, Munmun De Choudhury, Frederick L. Altice, Navin Kumar
US News and Social Media Framing around Vaping. CoRR (2022)
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 (2022)
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)
Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards. CoRR (2021)
Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman
Question-aware Transformer Models for Consumer Health Question Summarization. CoRR (2021)
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)
Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha
Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction. ACL/IJCNLP (Findings) (2021)
Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha
Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction. CoRR (2021)
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)
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 (2020)
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)
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 (2020)
Manas Gaur, Ugur Kursuncu, Amit P. Sheth, Ruwan Wickramarachchi, Shweta Yadav
Knowledge-infused Deep Learning. HT (2020)
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 (2020)
Shweta Yadav, Vishal Pallagani, Amit P. Sheth
Medical Knowledge-enriched Textual Entailment Framework. CoRR (2020)
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 (Special) (2020)
Shweta Yadav, Srivatsa Ramesh, Sriparna Saha, Asif Ekbal
Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework. CoRR (2020)
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)
Shweta Yadav, Vishal Pallagani, Amit P. Sheth
Medical Knowledge-enriched Textual Entailment Framework. COLING (2020)
Shweta Yadav, Asif Ekbal, Sriparna Saha
Information theoretic-PSO-based feature selection: an application in biomedical entity extraction. Knowl. Inf. Syst. 60 (3) (2019)
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 (2019)
Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya
A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining. ACL (1) (2019)
Dhanachandra Ningthoujam, Shweta Yadav, Pushpak Bhattacharyya, Asif Ekbal
Relation extraction between the clinical entities based on the shortest dependency path based LSTM. CoRR (2019)
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) (2019)
Shweta Yadav, Asif Ekbal, Sriparna Saha
Feature selection for entity extraction from multiple biomedical corpora: A PSO-based approach. Soft Comput. 22 (20) (2018)
Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya
Medical Sentiment Analysis using Social Media: Towards building a Patient Assisted System. LREC (2018)
Shweta Yadav, Joy Sain, Amit P. Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya
Leveraging Medical Sentiment to Understand Patients Health on Social Media. CoRR (2018)
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 (2018)
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)
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)
Shweta Yadav, Minoru Yoneda, Junichi Susaki, Masayuki Tamura, Kanako Ishikawa, Yosuke Yamashiki
A Satellite-Based Assessment of the Distribution and Biomass of Submerged Aquatic Vegetation in the Optically Shallow Basin of Lake Biwa. Remote. Sens. 9 (9) (2017)
Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya
Deep Learning Architecture for Patient Data De-identification in Clinical Records. ClinicalNLP@COLING 2016 (2016)