publications

2024

1. KerasCV and KerasNLP: Vision and Language Power-Ups

   Matthew Watson, Divyashree Shivakumar Sreepathihalli, Francois Chollet, and 14 more authors

   Journal of Machine Learning Research, 2024

   arXiv Bib

   @article{watson2024kerascv,
     title = {KerasCV and KerasNLP: Vision and Language Power-Ups},
     author = {Watson, Matthew and Sreepathihalli, Divyashree Shivakumar and Chollet, Francois and Gorner, Martin and Sodhia, Kiranbir and Sampath, Ramesh and Patel, Tirth and Jin, Haifeng and Kovelamudi, Neel and Rasskin, Gabriel and Saadat, Samaneh and Wood, Luke and Qian, Chen and Bischof, Jonathan and Stenbit, Ian and Sharma, Abheesht and Mishra, Anshuman},
     journal = {Journal of Machine Learning Research},
     year = {2024},
   }

2023

1. Learning Explainable Network Request Signatures for Robot Detection

   Rajat Agarwal, Sharad Chitlangia, Anand Muralidhar, and 4 more authors

   Amazon Science, 2023

   Bib

   @article{agarwal2023robot,
     title = {Learning Explainable Network Request Signatures for Robot Detection},
     author = {Agarwal, Rajat and Chitlangia, Sharad and Muralidhar, Anand and Niranjan, Adithya and Sadhukhan, Koustav and Sharma, Abheesht and Sheth, Suraj Satishkumar},
     journal = {Amazon Science},
     year = {2023},
   }

2022

1. AnEMIC: A Framework for Benchmarking ICD Coding Models

   Juyong Kim, Abheesht Sharma, Suhas Shanbhogue, and 2 more authors

   In EMNLP 2022 (System Demonstrations), 2022

   Bib Code

   @inproceedings{kim2022anemic,
     title = {AnEMIC: A Framework for Benchmarking ICD Coding Models},
     author = {Kim, Juyong and Sharma, Abheesht and Shanbhogue, Suhas and Weiss, Jeremy and Ravikumar, Pradeep},
     booktitle = {EMNLP 2022 (System Demonstrations)},
     year = {2022},
   }

2. PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

   Stephen H. Bach, Victor Sanh, Zheng Xin Yong, and 8 more authors

   In ACL 2022 (System Demonstrations), 2022

   Bib

   @inproceedings{bach2022promptsource,
     title = {PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts},
     author = {Bach, Stephen H. and Sanh, Victor and Yong, Zheng Xin and Webson, Albert and Raffel, Colin and Nayak, Nihal V. and Sharma, Abheesht and Kim, Taewoon and Bari, M Saiful and Fevry, Thibault and others},
     booktitle = {ACL 2022 (System Demonstrations)},
     year = {2022},
   }

2021

1. DRIFT: A Toolkit for Diachronic Analysis of Scientific Literature

   Abheesht Sharma, Gunjan Chhablani, Harshit Pandey, and 1 more author

   In EMNLP 2021 (System Demonstrations), 2021

   Bib Code

   @inproceedings{sharma2021drift,
     title = {DRIFT: A Toolkit for Diachronic Analysis of Scientific Literature},
     author = {Sharma, Abheesht and Chhablani, Gunjan and Pandey, Harshit and Patil, Rajaswa},
     booktitle = {EMNLP 2021 (System Demonstrations)},
     year = {2021},
   }

2. Multitask Prompted Training Enables Zero-Shot Task Generalization

   Victor Sanh, Albert Webson, Colin Raffel, and 7 more authors

   In , 2021

   arXiv Bib

   @inproceedings{sanh2021multitask,
     title = {Multitask Prompted Training Enables Zero-Shot Task Generalization},
     author = {Sanh, Victor and Webson, Albert and Raffel, Colin and Bach, Stephen H. and Sutawika, Lintang and Alyafeai, Zaid and Chaffin, Antoine and Stiegler, Arnaud and Sharma, Abheesht and others},
     year = {2021},
   }

3. NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques

   Gunjan Chhablani, Abheesht Sharma, Harshit Pandey, and 2 more authors

   In SemEval 2021, 2021

   Bib

   @inproceedings{chhablani2021nlrg,
     title = {NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques},
     author = {Chhablani, Gunjan and Sharma, Abheesht and Pandey, Harshit and Gupta, Yash and Patil, Rajaswa},
     booktitle = {SemEval 2021},
     year = {2021},
   }

4. LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting

   Abheesht Sharma, Harshit Pandey, Gunjan Chhablani, and 1 more author

   In SemEval 2021, 2021

   Bib

   @inproceedings{sharma2021lrg_semeval,
     title = {LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting},
     author = {Sharma, Abheesht and Pandey, Harshit and Chhablani, Gunjan and Patil, Rajaswa},
     booktitle = {SemEval 2021},
     year = {2021},
   }

5. Superpixel-based Domain-Knowledge Infusion in Computer Vision

   Gunjan Chhablani, Abheesht Sharma, Harshit Pandey, and 1 more author

   2021

   Bib Code

   @article{chhablani2021superpixel,
     title = {Superpixel-based Domain-Knowledge Infusion in Computer Vision},
     author = {Chhablani, Gunjan and Sharma, Abheesht and Pandey, Harshit and Patil, Rajaswa},
     year = {2021},
   }

6. 3D-UNet Deep Learning Framework for Depth Estimation

   Abheesht Sharma and others

   2021

   Bib

   @article{sharma20213d,
     title = {3D-UNet Deep Learning Framework for Depth Estimation},
     author = {Sharma, Abheesht and others},
     year = {2021},
   }

2020

1. LRG at TREC 2020: Document Ranking with XLNet-Based Models

   Abheesht Sharma and Harshit Pandey

   In TREC 2020, 2020

   Bib

   @inproceedings{sharma2020lrg,
     title = {LRG at TREC 2020: Document Ranking with XLNet-Based Models},
     author = {Sharma, Abheesht and Pandey, Harshit},
     booktitle = {TREC 2020},
     year = {2020},
   }