Shafiq Joty

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Caiming XiongSalesforce ResearchVerified email at salesforce.com
Steven C.H. HoiManaging Director of Salesforce Research Asia; IEEE Fellow; Professor at SMUVerified email at smu.edu.sg
Lidong BingShanda Group, Alibaba DAMO, Tencent, CMU, CUHKVerified email at alibaba-inc.com
Giuseppe CareniniProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Chengwei QinNanyang Technological UniversityVerified email at e.ntu.edu.sg
Preslav NakovMohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at mbzuai.ac.ae
Enamul Hoque PrinceAssociate Professor, York UniversityVerified email at yorku.ca
Bosheng DingNanyang Technological University; Alibaba GroupVerified email at e.ntu.edu.sg
Ruochen ZhaoPh.D. Candidate in Artificial Intelligence, Nanyang Technological UniversityVerified email at e.ntu.edu.sg
Lluís MàrquezAssociate Professor at the Technical University of CataloniaVerified email at upc.edu
Chien-Sheng (Jason) WuSalesforce AI ResearchVerified email at salesforce.com
M Saiful BariSenior Research Scientist, National Center of Artifical Intelligence, SDAIAVerified email at sdaia.gov.sa
Raymond NgUniversity of British ColumbiaVerified email at cs.ubc.ca
Xuan-Phi NguyenSalesforceVerified email at salesforce.com
Yue WangCreator of CodeT5 & Yi-Coder, co-creator of CodeRL & AriaVerified email at salesforce.com
Junnan LiSalesforce AI ResearchVerified email at salesforce.com
Jianfei CaiProfessor of Data Science & AI, Monash UniversityVerified email at monash.edu
Do Xuan LongPhD student, National University of SingaporeVerified email at u.nus.edu
Akhilesh Deepak GotmareSalesforce ResearchVerified email at salesforce.com
Jiuxiang GuAdobe ResearchVerified email at adobe.com

Shafiq Joty

Sr. Research Director at Salesforce Research, Assoc. Prof. at NTU (on leave)

Verified email at ntu.edu.sg - Homepage

Natural Language Processing Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Align before fuse: Vision and language representation learning with momentum distillation J Li, RR Selvaraju, AD Gotmare, S Joty, C Xiong, S Hoi NeurIPS-2021, 2021	2187	2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Y Wang, W Wang, S Joty, SCH Hoi EMNLP-2021, 2021	1635	2021
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning A Masry, DX Long, JQ Tan, S Joty, E Hoque ACL-2022, 2022	543	2022
Fine-grained opinion mining with recurrent neural networks and word embeddings P Liu, S Joty, H Meng EMNLP-2015, 1433-1443, 2015	531	2015
Look, imagine and match: Improving textual-visual cross-modal retrieval with generative models J Gu, J Cai, SR Joty, L Niu, G Wang CVPR-2018, 7181-7189, 2018	473	2018
DeepER--Deep Entity Resolution M Ebraheem, S Thirumuruganathan, S Joty, M Ouzzani, N Tang VLDB-2018, 2018	467	2018
Conversational agents in health care: scoping review and conceptual analysis L Tudor Car, DA Dhinagaran, BM Kyaw, T Kowatsch, S Joty, YL Theng, ... Journal of medical Internet research 22 (8), e17158, 2020	464	2020
Gedi: Generative discriminator guided sequence generation B Krause, AD Gotmare, B McCann, NS Keskar, S Joty, R Socher, ... EMNLP-2021, 2021	398	2021
Robust classification of crisis-related data on social networks using convolutional neural networks D Nguyen, KA Al Mannai, S Joty, H Sajjad, M Imran, P Mitra ICWSM-17 11 (1), 632-635, 2017	362*	2017
Sleep quality prediction from wearable data using deep learning A Sathyanarayana, S Joty, L Fernandez-Luque, F Ofli, J Srivastava, ... JMIR mHealth and uHealth 4 (4), e6562, 2016	293	2016
Is GPT-3 a Good Data Annotator? B Ding, C Qin, L Liu, L Bing, S Joty, B Li ACL-2023, 2023	245	2023
Codra: A novel discriminative framework for rhetorical analysis S Joty, G Carenini, RT Ng Computational Linguistics 41 (3), 385-435, 2015	222	2015
ANR: Aspect-based neural recommender JY Chin, K Zhao, S Joty, G Cong CIKM-2018, 147-156, 2018	215	2018
Combining intra-and multi-sentential rhetorical parsing for document-level discourse analysis S Joty, G Carenini, R Ng, Y Mehdad ACL-2013, 486-496, 2013	207	2013
Unpaired image captioning via scene graph alignments J Gu, S Joty, J Cai, H Zhao, X Yang, G Wang CVPR-2019, 10323-10332, 2019	206	2019
DAGA: Data augmentation with a generation approach for low-resource tagging tasks B Ding, L Liu, L Bing, C Kruengkrai, TH Nguyen, S Joty, L Si, C Miao EMNLP-2020, 6045-6057, 2020	177	2020
Diffusion Model Alignment Using Direct Preference Optimization B Wallace, M Dang, R Rafailov, L Zhou, A Lou, S Purushwalkam, S Ermon, ... CVPR-2024, 2024	170	2024
Domain Adaptation with Adversarial Training and Graph Embeddings F Alam, S Joty, M Imran ACL-2018, 1077–1087, 2018	168	2018
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets MTR Laskar, MS Bari, M Rahman, MAH Bhuiyan, S Joty, JX Huang ACL-2023, 2023	162	2023
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework R Zhao, X Li, S Joty, C Qin, L Bing ACL-2023, 2023	143	2023

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