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Dheeraj Mekala
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Citované v
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Contextualized weak supervision for text classification
D Mekala, J Shang
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
1342020
SCDV: Sparse Composite Document Vectors using soft clustering over distributional representations
D Mekala, V Gupta, B Paranjape, H Karnick
EMNLP 2017, 2016
1092016
X-class: Text classification with extremely weak supervision
Z Wang, D Mekala, J Shang
arXiv preprint arXiv:2010.12794, 2020
882020
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
412020
Bfclass: A backdoor-free text classification framework
Z Li, D Mekala, C Dong, J Shang
arXiv preprint arXiv:2109.10855, 2021
272021
Coarse2Fine: Fine-grained text classification on coarsely-grained annotated data
D Mekala, V Gangal, J Shang
arXiv preprint arXiv:2109.10856, 2021
232021
LOPS: Learning order inspired pseudo-label selection for weakly supervised text classification
D Mekala, C Dong, J Shang
arXiv preprint arXiv:2205.12528, 2022
182022
Zerotop: Zero-shot task-oriented semantic parsing using large language models
D Mekala, J Wolfe, S Roy
arXiv preprint arXiv:2212.10815, 2022
172022
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
162024
Leveraging qa datasets to improve generative data augmentation
D Mekala, T Vu, T Schick, J Shang
arXiv preprint arXiv:2205.12604, 2022
162022
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
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
82023
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
72023
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
62024
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
42024
Progressive sentiment analysis for code-switched text data
S Ranjan
University of California, San Diego, 2023
32023
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
22023
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
12024
News meets microblog: Hashtag annotation via retriever-generator
X Zheng, D Mekala, A Gupta, J Shang
arXiv preprint arXiv:2104.08723, 2021
12021
Bayes-optimal Hierarchical Classification over Asymmetric Tree-Distance Loss
D Mekala, V Gupta, P Kar, H Karnick
arXiv preprint arXiv:1802.06771, 2018
12018
Systém momentálne nemôže vykonať operáciu. Skúste to neskôr.
Články 1–20