Ashlesha Akella
7 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(26)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Core AI
(5)
Learning Types
(4)
Data Science & Analytics
(3)
Deep Learning
(3)
Learning Paradigms
(3)
Natural Language Processing
(2)
Application Areas
(2)
Applications · Data Science & Analytics
(2)
Core Methods
(2)
Resources & Methods
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Applications · Computer Science
(1)
Keywords
large language model
(4)
code generation
(3)
reinforcement learning
(3)
tabular data
(3)
error detection
(2)
insight generation
(2)
exploratory data analysis
(2)
question generation
(2)
data wrangling
(2)
missing value imputation
(2)
beam search
(1)
quality assessment
(1)
rule generation
(1)
entity matching
(1)
data quality assessment
(1)
subspace exploration
(1)
interestingness score
(1)
llm code generation
(1)
automated code
(1)
biological realism
(1)
Papers
CodeGenWrangler: Data Wrangling task automation using Code-Generating Models
NAACL 2025
Data Wrangling Task Automation Using Code-Generating Language Models
AAAI 2025
Quality Assessment of Tabular Data using Large Language Models and Code Generation
EMNLP 2025
Question-guided Insights Generation for Automated Exploratory Data Analysis
AAAI 2025
An Automatic Prompt Generation System for Tabular Data Tasks
NAACL 2024
QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis
EMNLP 2024
Reward based Hebbian Learning in Direct Feedback Alignment (Student Abstract)
AAAI 2021