Dheeraj Mekala

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Jingbo ShangAssistant Professor, UC San DiegoVerified email at ucsd.edu
Vivek GuptaPostdoctoral Researcher, Computer and Information Science, University of PennsylvaniaVerified email at cis.upenn.edu
Chengyu DongPhD student, UCSDVerified email at eng.ucsd.edu
Bhargavi ParanjapeUniversity of WashingtonVerified email at cs.washington.edu
Xinyang ZhangUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Rahul Kumar WadbudeStudent of Computer Science, IIT KanpurVerified email at iitk.ac.in
Tu VuResearch Scientist, Google Deepmind; Assistant Professor, Virginia TechVerified email at google.com
Varun GangalResearch Scientist, ASAPPVerified email at asapp.com
Zichao LiUniversity of California, Santa CruzVerified email at ucsc.edu
Timo SchickNLP ResearcherVerified email at fb.com
Jason WolfePh.D, University of California, BerkeleyVerified email at cs.berkeley.edu
Subhro RoyMicrosoftVerified email at microsoft.com
Alex NguyenUniversity of California, San DiegoVerified email at ucsd.edu
Purushottam KarIIT KanpurVerified email at cse.iitk.ac.in
Sudhanshu RanjanUniversity of California, San DiegoVerified email at ucsd.edu
Yasaman JafariUniversity of California, San DiegoVerified email at ucsd.edu
Taylor Berg-KirkpatrickUniversity of California San DiegoVerified email at ucsd.edu
Jane Dwivedi-YuMeta AIVerified email at meta.com
Jason WestonMetaVerified email at fb.com
Jack LanchantinFacebook AI ResearchVerified email at fb.com

Dheeraj Mekala

University of California, San Diego

Verified email at ucsd.edu - Homepage

Natural Language Processing Data Mining Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Contextualized weak supervision for text classification D Mekala, J Shang Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020	111	2020
SCDV: Sparse Composite Document Vectors using soft clustering over distributional representations D Mekala, V Gupta, B Paranjape, H Karnick EMNLP 2017, 2016	99	2016
X-class: Text classification with extremely weak supervision Z Wang, D Mekala, J Shang arXiv preprint arXiv:2010.12794, 2020	71	2020
Meta: Metadata-empowered weak supervision for text classification D Mekala, X Zhang, J Shang Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020	36	2020
Coarse2Fine: Fine-grained text classification on coarsely-grained annotated data D Mekala, V Gangal, J Shang arXiv preprint arXiv:2109.10856, 2021	21	2021
Bfclass: A backdoor-free text classification framework Z Li, D Mekala, C Dong, J Shang arXiv preprint arXiv:2109.10855, 2021	17	2021
Leveraging qa datasets to improve generative data augmentation D Mekala, T Vu, T Schick, J Shang arXiv preprint arXiv:2205.12604, 2022	10	2022
LOPS: Learning order inspired pseudo-label selection for weakly supervised text classification D Mekala, C Dong, J Shang arXiv preprint arXiv:2205.12528, 2022	10	2022
User bias removal in review score prediction R Wadbude, V Gupta, D Mekala, H Karnick Proceedings of the ACM India Joint International Conference on Data Science …, 2018	10*	2018
Zerotop: Zero-shot task-oriented semantic parsing using large language models D Mekala, J Wolfe, S Roy arXiv preprint arXiv:2212.10815, 2022	8	2022
Dail: Data augmentation for in-context learning via self-paraphrase D Li, Y Li, D Mekala, S Li, X Wang, W Hogan, J Shang arXiv preprint arXiv:2311.03319, 2023	4	2023
A benchmark on extremely weakly supervised text classification: Reconcile seed matching and prompting approaches Z Wang, T Wang, D Mekala, J Shang arXiv preprint arXiv:2305.12749, 2023	4	2023
SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank D Mekala, A Samavedhi, C Dong, J Shang arXiv preprint arXiv:2305.14696, 2023	1	2023
News meets microblog: Hashtag annotation via retriever-generator X Zheng, D Mekala, A Gupta, J Shang arXiv preprint arXiv:2104.08723, 2021	1	2021
Bayes-optimal Hierarchical Classification over Asymmetric Tree-Distance Loss D Mekala, V Gupta, P Kar, H Karnick arXiv preprint arXiv:1802.06771, 2018	1	2018
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering A Nguyen, Z Wang, J Shang, D Mekala arXiv preprint arXiv:2404.00439, 2024		2024
TOOLVERIFIER: Generalization to New Tools via Self-Verification D Mekala, J Weston, J Lanchantin, R Raileanu, M Lomeli, J Shang, ... arXiv preprint arXiv:2402.14158, 2024		2024
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization Y Jafari, D Mekala, R Yu, T Berg-Kirkpatrick arXiv preprint arXiv:2402.11711, 2024		2024
Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models D Mekala, A Nguyen, J Shang arXiv preprint arXiv:2402.10430, 2024		2024
Progressive Sentiment Analysis for Code-Switched Text Data S Ranjan University of California, San Diego, 2023		2023

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