Sunny Manchanda
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
AAAI (1)
WACV (1)
Top co-authors
Keywords
large language model
(2)
policy gradient
(1)
machine translation
(1)
chain-of-thought reasoning
(1)
document-level translation
(1)
autonomous driving
(1)
parameter-efficient learning
(1)
knowledge graph
(1)
formal language
(1)
directed acyclic graph
(1)
agent system
(1)
parameter-efficient adapter
(1)
problem decomposition
(1)
discourse analysis
(1)
arithmetic reasoning
(1)
low-rank adapter
(1)
document-level machine translation
(1)
adverse weather
(1)
graph neural network
(1)
symbolic solver
(1)
Papers
GRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation
EMNLP 2025
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning
AAAI 2024
IDD-AW: A Benchmark for Safe and Robust Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather
WACV 2024
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning
EMNLP 2023