Utkarsh Saxena
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Diamond πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird β The Questioner
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications Β· Natural Language Processing
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Speech & Audio
(1)
Applications Β· Computer Science
(1)
Core Methods
(1)
Domain-Specific
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
quantization
(1)
domain adaptation
(1)
principal component analysis
(1)
natural language processing
(1)
text classification
(1)
attention mechanism
(1)
speech recognition
(1)
question answering
(1)
information retrieval
(1)
intent classification
(1)
low-rank approximation
(1)
document analysis
(1)
text retrieval
(1)
outliers
(1)
memory efficiency
(1)
inference optimization
(1)
kv cache compression
(1)
kv cache
(1)
mixed precision
(1)
Papers
Are LLMs Court-Ready? Evaluating Frontier Models on Indian Legal Reasoning
EMNLP 2025
CourtNav: Voice-Guided, Anchor-Accurate Navigation of Long Legal Documents in Courtrooms
EMNLP 2025
ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals
ICML 2025
Eigen Attention: Attention in Low-Rank Space for KV Cache Compression
EMNLP 2024