Mukul Singh

37 papers A* 4A 1Journal 25Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
An empirical study of validating synthetic data for formula generation.
NAACL (Findings)
Usneek Singh, José Cambronero, Sumit Gulwani, Aditya Kanade, Anirudh Khatry, Vu Le, Mukul Singh, Gust Verbruggen
2025 J jnl
Collaboration and Conflict between Humans and Language Models through the Lens of Game Theory.
CoRR
Mukul Singh, Arjun Radhakrishna, Sumit Gulwani
2025 J jnl
DataVinci: Learning Syntactic and Semantic String Repairs.
Proc. ACM Manag. Data
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Arjun Radhakrishna, Gust Verbruggen
2025 J jnl
Diffusion is a code repair operator and generator.
CoRR
Mukul Singh, Gust Verbruggen, Vu Le, Sumit Gulwani
2025 J jnl
Do Code Models Suffer from the Dunning-Kruger Effect?
CoRR
Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani
2025 A* conf
Execution-guided within-prompt search for programming-by-example.
ICLR
Gust Verbruggen, Ashish Tiwari, Mukul Singh, Vu Le, Sumit Gulwani
2025 J jnl
Ordered Semantically Diverse Sampling for Textual Data.
CoRR
Ashish Tiwari, Mukul Singh, Ananya Singha, Arjun Radhakrishna
2025 J jnl
Scaling Competence, Shrinking Reasoning: Cognitive Signatures in Language Model Learning.
CoRR
Mukul Singh, Ananya Singha, Arjun Radhakrishna, Sumit Gulwani
2025 J jnl
Tabularis Formatus: Predictive Formatting for Tables.
CoRR
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
2025 — conf
TeCoFeS: Text Column Featurization using Semantic Analysis.
NAACL (Findings)
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
2025 J jnl
Training Emergent Joint Associations: A Reinforcement Learning Approach to Creative Thinking in Language Models.
CoRR
Mukul Singh, Ananya Singha, Aishni Parab, Pronita Mehrotra, Sumit Gulwani
2024 J jnl
An Empirical Study of Validating Synthetic Data for Formula Generation.
CoRR
Usneek Singh, José Cambronero, Sumit Gulwani, Aditya Kanade, Anirudh Khatry, Vu Le, Mukul Singh, Gust Verbruggen
2024 A* conf
EmFORE: Learning Email Folder Classification Rules by Demonstration.
AAAI
Mukul Singh, Gust Verbruggen, José Cambronero, Vu Le, Sumit Gulwani
2024 — conf
One-to-many testing for code generation from (just) natural language.
EMNLP (Findings)
Mansi Uniyal, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le
2024 A* conf
RAR: Retrieval-augmented retrieval for code generation in low resource languages.
EMNLP
Avik Dutta, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le
2024 — conf
Semantically Aligned Question and Code Generation for Automated Insight Generation.
LLM4CODE@ICSE
Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen
2024 J jnl
Semantically Aligned Question and Code Generation for Automated Insight Generation.
CoRR
Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen
2023 J jnl
Assessing GPT4-V on Structured Reasoning Tasks.
CoRR
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
2023 J jnl
CORNET: Learning Spreadsheet Formatting Rules By Example.
Proc. VLDB Endow.
Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
2023 J jnl
CORNET: Learning Table Formatting Rules By Example.
Proc. VLDB Endow.
Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen
2023 A* conf
CodeFusion: A Pre-trained Diffusion Model for Code Generation.
EMNLP
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
2023 J jnl
DataVinci: Learning Syntactic and Semantic String Repairs.
CoRR
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
2023 J jnl
Deep Learning Model Based CO2 Emissions Prediction Using Vehicle Telematics Sensors Data.
IEEE Trans. Intell. Veh.
Mukul Singh, Rahul Kumar Dubey
2023 J jnl
Demonstration of CORNET: A System For Learning Spreadsheet Formatting Rules By Example.
CoRR
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
2023 A conf
EmFore: Online Learning of Email Folder Classification Rules.
CIKM
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
2023 J jnl
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language.
Proc. VLDB Endow.
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen
2023 J jnl
From Words to Code: Harnessing Data for Program Synthesis from Natural Language.
CoRR
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
2023 — conf
InstructExcel: A Benchmark for Natural Language Instruction in Excel.
EMNLP (Findings)
Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
2023 J jnl
InstructExcel: A Benchmark for Natural Language Instruction in Excel.
CoRR
Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
2023 — conf
Personalized action suggestions in low-code automation platforms.
ICSE Companion
Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le
2023 J jnl
Personalized action suggestions in low-code automation platforms.
CoRR
Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le
2023 J jnl
TST
CoRR
Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen
2023 — conf
TSTR: Target Similarity Tuning Meets the Real World.
EMNLP (Findings)
Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Mukul Singh, Ananya Singha, Gust Verbruggen
2022 J jnl
A Genetic Algorithm and RNN-LSTM Model for Remaining Battery Capacity Prediction.
J. Comput. Inf. Sci. Eng.
Mukul Singh, Shrey Bansal, Vandana, Bijaya K. Panigrahi, Akhil Garg
2022 J jnl
CORNET: A neurosymbolic approach to learning conditional table formatting rules by example.
CoRR
Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen
2021 J jnl
Transfer learning-based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data.
Medical Biol. Eng. Comput.
Mukul Singh, Shrey Bansal, Sakshi Ahuja, Rahul Kumar Dubey, Bijaya Ketan Panigrahi, Nilanjan Dey
2020 J jnl
A Comparative Analysis on Economic Load Dispatch Problem Using Soft Computing Techniques.
Int. J. Softw. Sci. Comput. Intell.
O. V. Singh, Mukul Singh