NLPExplorer

Dheeraj Mekala

Number of Papers:- 16

Number of Citations:- 1

First ACL Paper:- 2017

Latest ACL Paper:- 2024

Venues:-

EMNLP

NAACL

Findings

ACL

Co-Authors:-

Similar Authors:-

DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering NAACL

Alex Nguyen | Zilong Wang | Jingbo Shang | Dheeraj Mekala |

Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models F i n d i n g s - A C L

Dheeraj Mekala | Alex Nguyen | Jingbo Shang |

MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization F i n d i n g s - E M N L P

Yasaman Jafari | Dheeraj Mekala | Rose Yu | Taylor Berg-Kirkpatrick |

TOOLVERIFIER: Generalization to New Tools via Self-Verification F i n d i n g s - E M N L P

ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP

Dheeraj Mekala | Jason Wolfe | Subhro Roy |

SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank F i n d i n g s - E M N L P

Dheeraj Mekala | Adithya Samavedhi | Chengyu Dong | Jingbo Shang |

A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches F i n d i n g s - A C L

Zihan Wang | Tianle Wang | Dheeraj Mekala | Jingbo Shang |

Leveraging QA Datasets to Improve Generative Data Augmentation EMNLP

Dheeraj Mekala | Tu Vu | Timo Schick | Jingbo Shang |

Progressive Sentiment Analysis for Code-Switched Text Data F i n d i n g s - E M N L P

Sudhanshu Ranjan | Dheeraj Mekala | Jingbo Shang |

LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification F i n d i n g s - E M N L P

Dheeraj Mekala | Chengyu Dong | Jingbo Shang |

X-Class: Text Classification with Extremely Weak Supervision NAACL

Zihan Wang | Dheeraj Mekala | Jingbo Shang |

Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP

Dheeraj Mekala | Varun Gangal | Jingbo Shang |

BFClass: A Backdoor-free Text Classification Framework EMNLP Findings

Zichao Li | Dheeraj Mekala | Chengyu Dong | Jingbo Shang |

Contextualized Weak Supervision for Text Classification ACL

Dheeraj Mekala | Jingbo Shang |

META: Metadata-Empowered Weak Supervision for Text Classification EMNLP

Dheeraj Mekala | Xinyang Zhang | Jingbo Shang |

SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations EMNLP

Dheeraj Mekala | Vivek Gupta | Bhargavi Paranjape | Harish Karnick |