Ashlesha Akella
7 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
EMNLP (2)
NAACL (2)
Top co-authors
Keywords
large language model
(4)
code generation
(3)
reinforcement learning
(3)
tabular datum
(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
Quality Assessment of Tabular Data using Large Language Models and Code Generation
EMNLP 2025
Data Wrangling Task Automation Using Code-Generating Language Models
AAAI 2025
Question-guided Insights Generation for Automated Exploratory Data Analysis
AAAI 2025
CodeGenWrangler: Data Wrangling task automation using Code-Generating Models
NAACL 2025
QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis
EMNLP 2024
An Automatic Prompt Generation System for Tabular Data Tasks
NAACL 2024
Reward based Hebbian Learning in Direct Feedback Alignment (Student Abstract)
AAAI 2021