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ORCIDDheeraj Mekala
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2020 – today
- 2024
[c17]Dheeraj Mekala, Alex Nguyen, Jingbo Shang:
Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models. ACL (Findings) 2024: 10456-10470- [c16]Dheeraj Mekala, Jason Weston, Jack Lanchantin, Roberta Raileanu, Maria Lomeli, Jingbo Shang, Jane Dwivedi-Yu:
TOOLVERIFIER: Generalization to New Tools via Self-Verification. EMNLP (Findings) 2024: 5026-5041 - [c15]Yasaman Jafari, Dheeraj Mekala, Rose Yu, Taylor Berg-Kirkpatrick:
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization. EMNLP (Findings) 2024: 9878-9889 - [c14]Alex Nguyen, Zilong Wang, Jingbo Shang, Dheeraj Mekala:
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering. NAACL (Demonstrations) 2024: 128-136 - [i19]Dheeraj Mekala, Alex Nguyen, Jingbo Shang:
Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models. CoRR abs/2402.10430 (2024) - [i18]Yasaman Jafari, Dheeraj Mekala, Rose Yu, Taylor Berg-Kirkpatrick:
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization. CoRR abs/2402.11711 (2024) - [i17]Dheeraj Mekala, Jason Weston, Jack Lanchantin, Roberta Raileanu, Maria Lomeli, Jingbo Shang, Jane Dwivedi-Yu:
TOOLVERIFIER: Generalization to New Tools via Self-Verification. CoRR abs/2402.14158 (2024) - [i16]Alex Nguyen, Zilong Wang, Jingbo Shang, Dheeraj Mekala:
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering. CoRR abs/2404.00439 (2024) - [i15]Alex Nguyen, Dheeraj Mekala, Chengyu Dong, Jingbo Shang:
When is the consistent prediction likely to be a correct prediction? CoRR abs/2407.05778 (2024) - 2023
- [c13]Zihan Wang, Tianle Wang, Dheeraj Mekala, Jingbo Shang:
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches. ACL (Findings) 2023: 3944-3962 - [c12]Dheeraj Mekala, Jason Andrew Wolfe, Subhro Roy:
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models. EMNLP 2023: 5792-5799 - [c11]Dheeraj Mekala, Adithya Samavedhi, Chengyu Dong, Jingbo Shang:
SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank. EMNLP (Findings) 2023: 10721-10734 - [i14]Zihan Wang, Tianle Wang, Dheeraj Mekala, Jingbo Shang:
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches. CoRR abs/2305.12749 (2023) - [i13]Dheeraj Mekala, Adithya Samavedhi, Chengyu Dong, Jingbo Shang:
SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank. CoRR abs/2305.14696 (2023) - [i12]Dawei Li, Yaxuan Li, Dheeraj Mekala, Shuyao Li, Yulin Wang, Xueqi Wang, William Hogan, Jingbo Shang:
DAIL: Data Augmentation for In-Context Learning via Self-Paraphrase. CoRR abs/2311.03319 (2023) - 2022
- [c10]Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang:
Progressive Sentiment Analysis for Code-Switched Text Data. EMNLP (Findings) 2022: 1155-1167 - [c9]Dheeraj Mekala, Chengyu Dong, Jingbo Shang:
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification. EMNLP (Findings) 2022: 4894-4908 - [c8]Dheeraj Mekala, Tu Vu, Timo Schick, Jingbo Shang:
Leveraging QA Datasets to Improve Generative Data Augmentation. EMNLP 2022: 9737-9750 - [i11]Dheeraj Mekala, Chengyu Dong, Jingbo Shang:
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification. CoRR abs/2205.12528 (2022) - [i10]Dheeraj Mekala, Tu Vu, Jingbo Shang:
Intermediate Training on Question Answering Datasets Improves Generative Data Augmentation. CoRR abs/2205.12604 (2022) - [i9]Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang:
Progressive Sentiment Analysis for Code-Switched Text Data. CoRR abs/2210.14380 (2022) - [i8]Dheeraj Mekala, Jason Andrew Wolfe, Subhro Roy:
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models. CoRR abs/2212.10815 (2022) - 2021
- [c7]Zichao Li, Dheeraj Mekala, Chengyu Dong, Jingbo Shang:
BFClass: A Backdoor-free Text Classification Framework. EMNLP (Findings) 2021: 444-453 - [c6]Dheeraj Mekala, Varun Gangal, Jingbo Shang:
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data. EMNLP (1) 2021: 583-594 - [c5]Zihan Wang, Dheeraj Mekala, Jingbo Shang:
X-Class: Text Classification with Extremely Weak Supervision. NAACL-HLT 2021: 3043-3053 - [i7]Xiuwen Zheng, Dheeraj Mekala, Amarnath Gupta, Jingbo Shang:
News Meets Microblog: Hashtag Annotation via Retriever-Generator. CoRR abs/2104.08723 (2021) - [i6]Zichao Li, Dheeraj Mekala, Chengyu Dong, Jingbo Shang:
BFClass: A Backdoor-free Text Classification Framework. CoRR abs/2109.10855 (2021) - [i5]Dheeraj Mekala, Varun Gangal, Jingbo Shang:
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data. CoRR abs/2109.10856 (2021) - 2020
- [c4]Dheeraj Mekala, Jingbo Shang:
Contextualized Weak Supervision for Text Classification. ACL 2020: 323-333 - [c3]Dheeraj Mekala, Xinyang Zhang, Jingbo Shang:
META: Metadata-Empowered Weak Supervision for Text Classification. EMNLP (1) 2020: 8351-8361 - [i4]Zihan Wang, Dheeraj Mekala, Jingbo Shang:
X-Class: Text Classification with Extremely Weak Supervision. CoRR abs/2010.12794 (2020)
2010 – 2019
- 2018
- [c2]Rahul Wadbude, Vivek Gupta, Dheeraj Mekala, Harish Karnick:
User bias removal in review score prediction. COMAD/CODS 2018: 175-179 - [i3]Dheeraj Mekala, Vivek Gupta, Purushottam Kar, Harish Karnick:
Bayes-optimal Hierarchical Classification over Asymmetric Tree-Distance Loss. CoRR abs/1802.06771 (2018) - 2017
- [c1]Dheeraj Mekala, Vivek Gupta, Bhargavi Paranjape, Harish Karnick:
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations. EMNLP 2017: 659-669 - 2016
- [i2]Dheeraj Mekala, Vivek Gupta, Harish Karnick:
Text classification with sparse composite document vectors. CoRR abs/1612.06778 (2016) - [i1]Rahul Wadbude, Vivek Gupta, Dheeraj Mekala, Janish Jindal, Harish Karnick:
User Bias Removal in Fine Grained Sentiment Analysis. CoRR abs/1612.06821 (2016)
Coauthor Index
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last updated on 2024-11-19 21:45 CET by the dblp team
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