Abhinav Chinta
4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (23) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
EMNLP (3)
ICML (1)
Top co-authors
Keywords
large language model
(2)
model selection
(1)
text classification
(1)
preference learning
(1)
knowledge distillation
(1)
in-context learning
(1)
social media analysis
(1)
named entity recognition
(1)
language model
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
parameter efficient fine-tuning
(1)
human preference
(1)
n-gram model
(1)
open-source model
(1)
twitter analysis
(1)
cost-performance trade-off
(1)
civil unrest detection
(1)
machine learning explainability
(1)
information privacy
(1)
Papers
Premise-Augmented Reasoning Chains Improve Error Identification in Math reasoning with LLMs
ICML 2025
Unsupervised Human Preference Learning
EMNLP 2024
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models
EMNLP 2023
Study of Manifestation of Civil Unrest on Twitter
EMNLP 2021