Scholar
Vijay Viswanathan
Google Scholar ID: 1_A1jo4AAAAJ
PhD student, Carnegie Mellon University
Natural Language Processing
Synthetic Data
Data Mining
Human-Centered AI
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Citations & Impact
All-time
Citations
401
H-index
11
i10-index
11
Publications
16
Co-authors
10
list available
Contact
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Publications
3 items
ClusterFusion: Hybrid Clustering with Embedding Guidance and LLM Adaptation
2025
Cited
0
Checklists Are Better Than Reward Models For Aligning Language Models
2025
Cited
0
Evaluating Language Models as Synthetic Data Generators
Annual Meeting of the Association for Computational Linguistics · 2024
Cited
10
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%)
Co-authors
10 total
Graham Neubig
Carnegie Mellon University, All Hands AI
Sherry Tongshuang Wu
Assistant Professor @ Carnegie Mellon University
Pengfei Liu
Associate professor at Shanghai Jiao Tong University
Chenyang Zhao
University of California, Los Angeles
Tom Hope | תום הופ
The Hebrew University of Jerusalem and The Allen Institute for Artificial Intelligence (AI2)
Co-author 6
Aryeh Tiktinsky
M.Sc. student, Bar-Ilan University
Siddhant Arora
Graduate Student, Carnegie Mellon University
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