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
Giuseppe CareniniProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Lidong BingShanda Group, Alibaba DAMO, Tencent, CMU, CUHKVerified email at alibaba-inc.com
Preslav NakovMohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at mbzuai.ac.ae
Chengwei QinNanyang Technological UniversityVerified email at e.ntu.edu.sg
Enamul Hoque PrinceAssociate Professor, York UniversityVerified email at yorku.ca
Lluís MàrquezPrincipal Applied ScientistVerified email at amazon.com
Bosheng DingNanyang Technological University; Alibaba GroupVerified email at e.ntu.edu.sg
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
Ruochen ZhaoPh.D. Candidate in Artificial Intelligence, Nanyang Technological UniversityVerified email at e.ntu.edu.sg
Xuan-Phi NguyenSalesforceVerified email at salesforce.com
Chien-Sheng (Jason) WuSalesforce AI ResearchVerified email at salesforce.com
Yue WangCreator of CodeT5, co-creator of CodeRL and AriaVerified email at salesforce.com
Jianfei CaiProfessor of Data Science & AI, Monash UniversityVerified email at monash.edu
Jiuxiang GuAdobe ResearchVerified email at adobe.com
Akhilesh Deepak GotmareSalesforce ResearchVerified email at salesforce.com
Do Xuan LongPhD student, National University of SingaporeVerified email at u.nus.edu
Jaideep SrivastavaProfessor, University of MinnesotaVerified email at umn.edu

Shafiq Joty

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

Verified email at ntu.edu.sg - Homepage

Natural Language Processing Machine Learning


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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	2043	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	1523	2021
Fine-grained opinion mining with recurrent neural networks and word embeddings P Liu, S Joty, H Meng EMNLP-2015, 1433-1443, 2015	533	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	472	2018
DeepER--Deep Entity Resolution M Ebraheem, S Thirumuruganathan, S Joty, M Ouzzani, N Tang VLDB-2018, 2018	458	2018
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	444	2022
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	434	2020
Gedi: Generative discriminator guided sequence generation B Krause, AD Gotmare, B McCann, NS Keskar, S Joty, R Socher, ... EMNLP-2021, 2021	386	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	367*	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	290	2016
Codra: A novel discriminative framework for rhetorical analysis S Joty, G Carenini, RT Ng Computational Linguistics 41 (3), 385-435, 2015	228	2015
Is GPT-3 a Good Data Annotator? B Ding, C Qin, L Liu, L Bing, S Joty, B Li ACL-2023, 2023	224	2023
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	209	2013
ANR: Aspect-based neural recommender JY Chin, K Zhao, S Joty, G Cong CIKM-2018, 147-156, 2018	204	2018
Unpaired image captioning via scene graph alignments J Gu, S Joty, J Cai, H Zhao, X Yang, G Wang CVPR-2019, 10323-10332, 2019	198	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	171	2020
Domain Adaptation with Adversarial Training and Graph Embeddings F Alam, S Joty, M Imran ACL-2018, 1077–1087, 2018	163	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	150	2023
SegBot: A Generic Neural Text Segmentation Model with Pointer Network J Li, A Sun, S Joty IJCAI-2018, 2018	130	2018
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions Q Li, Q Tao, S Joty, J Cai, J Luo 15th European Conference on Computer Vision (ECCV'18), 2018	127	2018

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