Neha Prakriya
5 papers · 2025–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (14)
β
Rising Star
(5)
β‘
Prolific Year
(5)
Conferences
AAAI (1)
ACL (1)
CONLL (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
data selection
(2)
large language model
(2)
efficient inference
(1)
neural network optimization
(1)
efficient computing
(1)
token efficiency
(1)
spaced repetition
(1)
language model
(1)
inference optimization
(1)
downstream performance
(1)
hierarchical memory
(1)
speculative decoding
(1)
beam search
(1)
language model inference
(1)
efficient learning
(1)
knowledge retention
(1)
language model pretraining
(1)
long-context processing
(1)
chinchilla optimal
(1)
beam sampling
(1)
Papers
Dynamic-Width Speculative Beam Decoding for LLM Inference
AAAI 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review
ACL 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review
CONLL 2025
Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference
ICLR 2025
HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing
NAACL 2025