Paramita Koley
6 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (14) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
Conferences
AAAI (2)
ACL (1)
AISTATS (1)
EACL (1)
NAACL (1)
Top co-authors
Keywords
energy efficiency
(3)
event sequence
(2)
inference optimization
(2)
large language model
(2)
temporal point process
(2)
ridge regression
(1)
human-in-the-loop learning
(1)
time series
(1)
user modeling
(1)
greedy algorithm
(1)
language model
(1)
prompt optimization
(1)
latency reduction
(1)
speculative decoding
(1)
event prediction
(1)
human-machine collaboration
(1)
neural network
(1)
transformer hawkes process
(1)
approximate submodularity
(1)
automation level
(1)
Papers
Benchmarking the Energy Savings with Speculative Decoding Strategies
EACL 2026
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP
AAAI 2025
Brevity is the soul of sustainability: Characterizing LLM response lengths
ACL 2025
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models
NAACL 2025
Differentiable Change-point Detection With Temporal Point Processes
AISTATS 2023
Regression under Human Assistance
AAAI 2020