Mukul Singh
10 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (36) π§ Keyword Pioneer
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Conference Polyglot
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Keyword Collector
(51)
Conferences
EMNLP (5)
NAACL (2)
AAAI (1)
ACL (1)
ICLR (1)
Top co-authors
Keywords
code generation
(5)
large language model
(3)
retrieval-augmented generation
(2)
text classification
(2)
text generation
(2)
topic modeling
(1)
incremental learning
(1)
few-shot learning
(1)
semantic analysis
(1)
feature extraction
(1)
document understanding
(1)
program synthesis
(1)
instruction following
(1)
human-computer interaction
(1)
demonstration learning
(1)
embedding similarity
(1)
rule learning
(1)
natural language
(1)
low-resource language
(1)
interactive learning
(1)
Papers
Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools?
ACL 2026
TeCoFeS: Text Column Featurization using Semantic Analysis
NAACL 2025
Execution-guided within-prompt search for programming-by-example
ICLR 2025
An empirical study of validating synthetic data for formula generation
NAACL 2025
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
EmFORE: Learning Email Folder Classification Rules by Demonstration
AAAI 2024
TSTR: Target Similarity Tuning Meets the Real World
EMNLP 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel
EMNLP 2023
CodeFusion: A Pre-trained Diffusion Model for Code Generation
EMNLP 2023