Sumit Gulwani
23 papers · 2013–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (50) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Champion
(4)
π€
Dynamic Duo
(11)
π
Trend Setter
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Conference Pioneer
ποΈ
Keyword Collector
(80)
Top co-authors
Research topics
Machine Learning
(13)
Artificial Intelligence
(12)
Natural Language Processing
(10)
Core AI
(9)
Learning Types Β· Machine Learning
(9)
Deep Learning
(6)
Core Methods
(6)
Generation
(6)
Application Areas
(4)
Applications Β· Natural Language Processing
(4)
Learning Types Β· Deep Learning
(4)
Resources & Methods
(4)
Computer Science
(3)
Applications Β· Computer Science
(3)
Learning Paradigms
(3)
Keywords
code generation
(8)
program synthesis
(6)
programming by example
(4)
retrieval-augmented generation
(3)
large language model
(3)
text classification
(2)
program search
(2)
program induction
(2)
target similarity tuning
(2)
text generation
(2)
language model
(2)
incremental learning
(1)
supervised learning
(1)
semantic analysis
(1)
feature extraction
(1)
semi-supervised learning
(1)
demonstration learning
(1)
topic modeling
(1)
interactive learning
(1)
embedding similarity
(1)
Papers
TEN: Table Explicitization, Neurosymbolically
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
STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback
EMNLP 2025
TeCoFeS: Text Column Featurization using Semantic Analysis
NAACL 2025
EmFORE: Learning Email Folder Classification Rules by Demonstration
AAAI 2024
FLAME: A Small Language Model for Spreadsheet Formulas
AAAI 2024
MetaReflection: Learning Instructions for Language Agents using Past Reflections
EMNLP 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
Repair Is Nearly Generation: Multilingual Program Repair with LLMs
AAAI 2023
TSTR: Target Similarity Tuning Meets the Real World
EMNLP 2023
Synchromesh: Reliable Code Generation from Pre-trained Language Models
ICLR 2022
Learning Natural Programs from a Few Examples in Real-Time
AISTATS 2019
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
ICLR 2018
Learning to Learn Programs from Examples: Going Beyond Program Structure
IJCAI 2017
Compositional Program Synthesis from Natural Language and Examples
IJCAI 2015
FlashNormalize: Programming by Examples for Text Normalization
IJCAI 2015
Personalized Mathematical Word Problem Generation
IJCAI 2015
A Machine Learning Framework for Programming by Example
ICML 2013
Automated Grading of DFA Constructions
IJCAI 2013
Automatically Generating Problems and Solutions for Natural Deduction
IJCAI 2013