Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings ACL Findings

Neeraj Varshney | Swaroop Mishra | Chitta Baral |

NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL

Swaroop Mishra | Arindam Mitra | Neeraj Varshney | Bhavdeep Sachdeva | Peter Clark | Chitta Baral | Ashwin Kalyan |

Unsupervised Natural Language Inference Using PHL Triplet Generation ACL Findings

Neeraj Varshney | Pratyay Banerjee | Tejas Gokhale | Chitta Baral |

Towards Improving Selective Prediction Ability of NLP Systems ACL RepL4NLP

Neeraj Varshney | Swaroop Mishra | Chitta Baral |

ILDAE: Instance-Level Difficulty Analysis of Evaluation Data ACL

Neeraj Varshney | Swaroop Mishra | Chitta Baral |

Let the Model Decide its Curriculum for Multitask Learning DeepLo NAACL

Neeraj Varshney | Swaroop Mishra and Chitta Baral |

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP

Yizhong Wang | Swaroop Mishra | Pegah Alipoormolabashi | Yeganeh Kordi | Amirreza Mirzaei | Atharva Naik | Arjun Ashok | Arut Selvan Dhanasekaran | Anjana Arunkumar | David Stap | Eshaan Pathak | Giannis Karamanolakis | Haizhi Lai | Ishan Purohit | Ishani Mondal | Jacob Anderson | Kirby Kuznia | Krima Doshi | Kuntal Kumar Pal | Maitreya Patel | Mehrad Moradshahi | Mihir Parmar | Mirali Purohit | Neeraj Varshney | Phani Rohitha Kaza | Pulkit Verma | Ravsehaj Singh Puri | Rushang Karia | Savan Doshi | Shailaja Keyur Sampat | Siddhartha Mishra | Sujan Reddy A | Sumanta Patro | Tanay Dixit | Xudong Shen |

Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems EMNLP

Neeraj Varshney | Chitta Baral |