Vijay Viswanathan
11 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Renaissance Researcher
(6)
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Research topics
Machine Learning
(8)
Natural Language Processing
(8)
Artificial Intelligence
(5)
Application Areas
(5)
Applications Β· Natural Language Processing
(5)
Core AI
(5)
Deep Learning
(4)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(3)
Computer Science
(2)
Applications Β· Computer Science
(2)
Learning Types Β· Machine Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Speech & Audio
(1)
Keywords
synthetic data generation
(3)
synthetic data
(3)
language model
(3)
large language model
(3)
data augmentation
(2)
named entity recognition
(2)
dataset recommendation
(2)
relation extraction
(2)
automatic speech recognition
(1)
information retrieval
(1)
knowledge distillation
(1)
multimodal learning
(1)
feature extraction
(1)
intent classification
(1)
model evaluation
(1)
text mining
(1)
graph representation
(1)
natural language understanding
(1)
document representation
(1)
question answering
(1)
Papers
Evaluating Language Models as Synthetic Data Generators
ACL 2025
Synthetic Data in the Era of Large Language Models
ACL 2025
Better Synthetic Data by Retrieving and Transforming Existing Datasets
ACL 2024
Synthetic Multimodal Question Generation
EMNLP 2024
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions
ACL 2023
Measuring Adversarial Datasets
AACL 2023
Prompt2Model: Generating Deployable Models from Natural Language Instructions
EMNLP 2023
A Dataset for N-ary Relation Extraction of Drug Combinations
NAACL 2022
DataLab: A Platform for Data Analysis and Intervention
ACL 2022
CitationIE: Leveraging the Citation Graph for Scientific Information Extraction
ACL 2021
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding
Interspeech 2021