Mukul Singh
10 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Papers
Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools?
ACL 2026
An empirical study of validating synthetic data for formula generation
NAACL 2025
Execution-guided within-prompt search for programming-by-example
ICLR 2025
TeCoFeS: Text Column Featurization using Semantic Analysis
NAACL 2025
EmFORE: Learning Email Folder Classification Rules by Demonstration
AAAI 2024
One-to-many testing for code generation from (just) natural language
EMNLP 2024
RAR: Retrieval-augmented retrieval for code generation in low resource languages
EMNLP 2024
CodeFusion: A Pre-trained Diffusion Model for Code Generation
EMNLP 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel
EMNLP 2023
TSTR: Target Similarity Tuning Meets the Real World
EMNLP 2023