Mukul Singh

According to our database, Mukul Singh authored at least 24 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An Empirical Study of Validating Synthetic Data for Formula Generation.

Usneek Singh, José Cambronero, Sumit Gulwani, Aditya Kanade, Anirudh Khatry, Vu Le, Mukul Singh, Gust Verbruggen

CoRR, 2024

Semantically Aligned Question and Code Generation for Automated Insight Generation.

Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen

LLM4CODE@ICSE, 2024

One-to-many testing for code generation from (just) natural language.

Mansi Uniyal, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

RAR: Retrieval-augmented retrieval for code generation in low resource languages.

Avik Dutta, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

<i> Tabularis Revilio: </i> Converting Text to Tables.

Mukul Singh, Gust Verbruggen, Vu Le, Sumit Gulwani

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

EmFORE: Learning Email Folder Classification Rules by Demonstration.

Mukul Singh, Gust Verbruggen, José Cambronero, Vu Le, Sumit Gulwani

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language.

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

Proc. VLDB Endow., November, 2023

Deep Learning Model Based CO2 Emissions Prediction Using Vehicle Telematics Sensors Data.

Mukul Singh, Rahul Kumar Dubey

IEEE Trans. Intell. Veh., January, 2023

CORNET: Learning Spreadsheet Formatting Rules By Example.

Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Proc. VLDB Endow., 2023

CORNET: Learning Table Formatting Rules By Example.

Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen

Proc. VLDB Endow., 2023

Assessing GPT4-V on Structured Reasoning Tasks.

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

CoRR, 2023

TST^R: Target Similarity Tuning Meets the Real World.

Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen

CoRR, 2023

DataVinci: Learning Syntactic and Semantic String Repairs.

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

CoRR, 2023

Demonstration of CORNET: A System For Learning Spreadsheet Formatting Rules By Example.

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

CoRR, 2023

From Words to Code: Harnessing Data for Program Synthesis from Natural Language.

Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, K. Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari

CoRR, 2023

Personalized action suggestions in low-code automation platforms.

Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023

CodeFusion: A Pre-trained Diffusion Model for Code Generation.

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

InstructExcel: A Benchmark for Natural Language Instruction in Excel.

Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

TSTR: Target Similarity Tuning Meets the Real World.

Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Mukul Singh, Ananya Singha, Gust Verbruggen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

EmFore: Online Learning of Email Folder Classification Rules.

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

A Genetic Algorithm and RNN-LSTM Model for Remaining Battery Capacity Prediction.

Mukul Singh, Shrey Bansal, Vandana, Bijaya K. Panigrahi, Akhil Garg

J. Comput. Inf. Sci. Eng., 2022

CORNET: A neurosymbolic approach to learning conditional table formatting rules by example.

Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen

CoRR, 2022

2021

Transfer learning-based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data.

Mukul Singh, Shrey Bansal, Sakshi Ahuja, Rahul Kumar Dubey, Bijaya Ketan Panigrahi, Nilanjan Dey

Medical Biol. Eng. Comput., 2021

2020

A Comparative Analysis on Economic Load Dispatch Problem Using Soft Computing Techniques.

O. V. Singh, Mukul Singh

Int. J. Softw. Sci. Comput. Intell., 2020