Vijeta Deshpande
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Diamond
🗺️
Taxonomy Completionist
(19)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Core Methods
(2)
Generation
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Clinical
(1)
Learning Types
(1)
Keywords
scaling law
(2)
language model
(2)
zero-shot learning
(2)
social media analysis
(1)
text generation
(1)
preference optimization
(1)
data selection
(1)
downstream performance
(1)
masked language modeling
(1)
twitter data
(1)
response diversity
(1)
semantic diversity
(1)
lexical diversity
(1)
pre-training perplexity
(1)
mental health
(1)
parameter count
(1)
health surveillance
(1)
emergent ability
(1)
mental health surveillance
(1)
population-level prediction
(1)
Papers
Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models
EMNLP 2025
Emergent Abilities in Reduced-Scale Generative Language Models
NAACL 2024
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data
COLING 2024
Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale.
ACL 2023