Mukul Singh

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 24

Top Topics

Classification Rules

Natural Language

Top Venues

Proc. VLDB Endow.

EMNLP (Findings)

Publications

Usneek Singh, José Cambronero, Sumit Gulwani, Aditya Kanade, Anirudh Khatry, Vu Le, Mukul Singh, Gust Verbruggen
An Empirical Study of Validating Synthetic Data for Formula Generation. CoRR (2024)
Mukul Singh, Gust Verbruggen, José Cambronero, Vu Le, Sumit Gulwani
EmFORE: Learning Email Folder Classification Rules by Demonstration. AAAI (2024)
Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen
Semantically Aligned Question and Code Generation for Automated Insight Generation. CoRR (2024)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
CodeFusion: A Pre-trained Diffusion Model for Code Generation. EMNLP (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
DataVinci: Learning Syntactic and Semantic String Repairs. CoRR (2023)
Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen
CORNET: Learning Table Formatting Rules By Example. Proc. VLDB Endow. 16 (10) (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language. Proc. VLDB Endow. 17 (3) (2023)
Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
InstructExcel: A Benchmark for Natural Language Instruction in Excel. CoRR (2023)
Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le
Personalized action suggestions in low-code automation platforms. ICSE Companion (2023)
Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Mukul Singh, Ananya Singha, Gust Verbruggen
TSTR: Target Similarity Tuning Meets the Real World. EMNLP (Findings) (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language. CoRR (2023)
Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le
Personalized action suggestions in low-code automation platforms. CoRR (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
Demonstration of CORNET: A System For Learning Spreadsheet Formatting Rules By Example. CoRR (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
Assessing GPT4-V on Structured Reasoning Tasks. CoRR (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
EmFore: Online Learning of Email Folder Classification Rules. CIKM (2023)
Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
CORNET: Learning Spreadsheet Formatting Rules By Example. Proc. VLDB Endow. 16 (12) (2023)
Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen
: Target Similarity Tuning Meets the Real World. CoRR (2023)
Mukul Singh, Rahul Kumar Dubey
Deep Learning Model Based CO2 Emissions Prediction Using Vehicle Telematics Sensors Data. IEEE Trans. Intell. Veh. 8 (1) (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
CodeFusion: A Pre-trained Diffusion Model for Code Generation. CoRR (2023)
Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
InstructExcel: A Benchmark for Natural Language Instruction in Excel. EMNLP (Findings) (2023)
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
From Words to Code: Harnessing Data for Program Synthesis from Natural Language. CoRR (2023)
Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen
CORNET: A neurosymbolic approach to learning conditional table formatting rules by example. CoRR (2022)
Mukul Singh, Shrey Bansal, Vandana, Bijaya K. Panigrahi, Akhil Garg
A Genetic Algorithm and RNN-LSTM Model for Remaining Battery Capacity Prediction. J. Comput. Inf. Sci. Eng. 22 (4) (2022)
Mukul Singh, Shrey Bansal, Sakshi Ahuja, Rahul Kumar Dubey, Bijaya Ketan Panigrahi, Nilanjan Dey
Transfer learning-based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data. Medical Biol. Eng. Comput. 59 (4) (2021)