Parameswaran, Aditya G.
- Operationalizing Machine Learning: An Interview Study
2022/09/16 by Shreya Shankar, Rolando Garcia, Shankar, Shreya +5 · 8 voices · 1 citation
#cs.SE #cs.HC #cs.LG
- Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First
2025/08/31 by Shu Liu, Soujanya Ponnapalli, Liu, Shu +28 · 11 voices · 8 citations
Computer Science · #Big Data and Digital Economy #Semantic Web and Ontologies #Graph Theory and Algorithms
- Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences
2024/04/18 by Shreya Shankar, Shankar, Shreya, J.D. Zamfirescu-Pereira +9 · 5 voices · 37 citations
Business, Management and Accounting · #Financial Distress and Bankruptcy Prediction #cs.AI #cs.HC
- DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing
2024/10/16 by Shankar, Shreya, Chambers, Tristan, Shah, Tarak +2 · 18 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
- SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines
2024/01/05 by Shankar, Shreya, Li, Haotian, Asawa, Parth +7 · 5 citations
#Databases (cs.DB) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Towards Accurate and Efficient Document Analytics with Large Language Models
2024/05/07 by Yiming Lin, Madelon Hulsebos, Lin, Yiming +12 · 1 voice · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
- TARGET: Benchmarking Table Retrieval for Generative Tasks
2025/05/14 by Ji, Xingyu, Glenn, Parker, Parameswaran, Aditya G. +1 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- DataHub: Collaborative Data Science & Dataset Version Management at Scale
2014/09/02 by Bhardwaj, Anant, Bhattacherjee, Souvik, Chavan, Amit +4 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences
- TWIX: Automatically Reconstructing Structured Data from Templatized Documents
2025/01/11 by Lin, Yiming, Hasan, Mawil, Kosalge, Rohan +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences
- Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time
2021/03/03 by Xin, Doris, Petersohn, Devin, Tang, Dixin +5 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences
- Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows
2021/04/30 by Lee, Doris Jung-Lin, Tang, Dixin, Agarwal, Kunal +8 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Revisiting Prompt Engineering via Declarative Crowdsourcing
2023/08/07 by Parameswaran, Aditya G., Shankar, Shreya, Asawa, Parth +2 · 1 citation
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle
2024/08/05 by Rolando Garcia, Pragya Kallanagoudar, Garcia, Rolando +7 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Distributed and Parallel Computing Systems