Abhijit Manatkar

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

NAACL (2) AAAI (1) EMNLP (1)

Top co-authors

Ashlesha Akella (4) Krishnasuri Narayanam (3) Sameep Mehta (2) Parthivi Gupta (1) Hima Patel (1) Brijkumar Chavda (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Data Science & Analytics (2) Application Areas (2) Applications (2) Core AI (2) Learning Paradigms (2) Learning Types (2) Deep Learning (1) Architectures (1) Core Methods (1) Optimization & Theory (1)

Keywords

large language model (2) tabular data (2) exploratory data analysis (2) question generation (2) insight generation (2) reinforcement learning (2) data imputation (1) beam search (1) entity matching (1) data wrangling (1) subspace exploration (1) interestingness score (1) automated data exploration (1) few-shot learning (1) code generation (1) error detection (1) missing value imputation (1) prompt generation (1)

Papers

CodeGenWrangler: Data Wrangling task automation using Code-Generating Models NAACL 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