| 2024 | ACL | Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models. | Dheeraj Mekala, Alex Nguyen, Jingbo Shang |
| 2024 | EMNLP | MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization. | Yasaman Jafari, Dheeraj Mekala, Rose Yu, Taylor Berg-Kirkpatrick |
| 2024 | EMNLP | TOOLVERIFIER: Generalization to New Tools via Self-Verification. | Dheeraj Mekala, Jason Weston, Jack Lanchantin, Roberta Raileanu, Maria Lomeli, Jingbo Shang, Jane Dwivedi-Yu |
| 2024 | NAACL | DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering. | Alex Nguyen, Zilong Wang, Jingbo Shang, Dheeraj Mekala |
| 2023 | ACL | A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches. | Zihan Wang, Tianle Wang, Dheeraj Mekala, Jingbo Shang |
| 2023 | EMNLP | SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank. | Dheeraj Mekala, Adithya Samavedhi, Chengyu Dong, Jingbo Shang |
| 2023 | EMNLP | ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models. | Dheeraj Mekala, Jason Andrew Wolfe, Subhro Roy |
| 2022 | EMNLP | LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification. | Dheeraj Mekala, Chengyu Dong, Jingbo Shang |
| 2022 | EMNLP | Leveraging QA Datasets to Improve Generative Data Augmentation. | Dheeraj Mekala, Tu Vu, Timo Schick, Jingbo Shang |
| 2022 | EMNLP | Progressive Sentiment Analysis for Code-Switched Text Data. | Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang |
| 2021 | EMNLP | BFClass: A Backdoor-free Text Classification Framework. | Zichao Li, Dheeraj Mekala, Chengyu Dong, Jingbo Shang |
| 2021 | EMNLP | Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data. | Dheeraj Mekala, Varun Gangal, Jingbo Shang |
| 2021 | NAACL | X-Class: Text Classification with Extremely Weak Supervision. | Zihan Wang, Dheeraj Mekala, Jingbo Shang |
| 2020 | ACL | Contextualized Weak Supervision for Text Classification. | Dheeraj Mekala, Jingbo Shang |
| 2020 | EMNLP | META: Metadata-Empowered Weak Supervision for Text Classification. | Dheeraj Mekala, Xinyang Zhang, Jingbo Shang |
| 2018 | COMAD | User bias removal in review score prediction. | Rahul Wadbude, Vivek Gupta, Dheeraj Mekala, Harish Karnick |
| 2017 | EMNLP | SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations. | Dheeraj Mekala, Vivek Gupta, Bhargavi Paranjape, Harish Karnick |