Rakesh Chada

According to our database, Rakesh Chada authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

MoMo: A shared encoder Model for text, image and multi-Modal representations.

Rakesh Chada, Zhaoheng Zheng, Pradeep Natarajan

CoRR, 2023

FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory.

Anwesan Pal, Sahil Wadhwa, Ayush Jaiswal, Xu Zhang, Yue Wu, Rakesh Chada, Pradeep Natarajan, Henrik I. Christensen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan

CoRR, 2022

FPI: Failure Point Isolation in Large-scale Conversational Assistants.

Rinat Khaziev, Usman Shahid, Tobias Röding, Rakesh Chada, Emir Kapanci, Pradeep Natarajan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

CGF: Constrained Generation Framework for Query Rewriting in Conversational AI.

Jie Hao, Yang Liu, Xing Fan, Saurabh Gupta, Saleh Soltan, Rakesh Chada, Pradeep Natarajan, Chenlei Guo, Gökhan Tür

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

FashionVLP: Vision Language Transformer for Fashion Retrieval with Feedback.

Sonam Goenka, Zhaoheng Zheng, Ayush Jaiswal, Rakesh Chada, Yue Wu, Varsha Hedau, Pradeep Natarajan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models.

Rakesh Chada, Pradeep Natarajan

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models.

Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Simultaneous paraphrasing and translation by fine-tuning Transformer models.

Rakesh Chada

Proceedings of the Fourth Workshop on Neural Generation and Translation, 2020

2019

Gendered Pronoun Resolution using BERT and an extractive question answering formulation.

Rakesh Chada

CoRR, 2019