Vijay Viswanathan
Scholar

Vijay Viswanathan

Google Scholar ID: 1_A1jo4AAAAJ
PhD student, Carnegie Mellon University
Natural Language ProcessingSynthetic DataData MiningHuman-Centered AI
Citations & Impact
All-time
Citations
401
 
H-index
11
 
i10-index
11
 
Publications
16
 
Co-authors
10
list available
Resume (English only)
Academic Achievements
  • Published "Checklists Are Better Than Reward Models For Aligning Language Models" at NeurIPS 2025 (Spotlight, top 3.5%)
  • Published "Self-Guide: Better Task-Specific Instruction Following via Self-Synthetic Finetuning" at COLM 2024
  • Published "Synthetic Multimodal Question Generation" in EMNLP Findings 2024
  • Published "Better Synthetic Data by Retrieving and Transforming Existing Datasets" in ACL Findings 2024
  • Published "Prompt2Model: Generating Deployable Models from Natural Language Instructions" in EMNLP 2023 Demo Track
  • Published "Large Language Models Enable Few-Shot Clustering" in Transactions of the Association for Computational Linguistics (2024)
  • Published "DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions" at ACL 2023
  • Published "A Dataset for N-ary Relation Extraction of Drug Combinations" at NAACL 2022 (oral presentation)
  • Published "DataLab: A Platform for Data Analysis and Intervention" at ACL 2022 Demo Track (Outstanding Demo Paper)
  • Published "Rethinking End-to-End Evaluation of Decomposable Tasks" at Interspeech 2021
  • Published "CitationIE: Leveraging the Citation Graph for Scientific Information Extraction" at ACL-IJCNLP 2021 (oral presentation)
  • Reviewer for every cycle of ACL Rolling Review
  • Top Reviewer for NeurIPS 2025 (top 8%)