Soham Poddar
5 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)
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Trend Setter
Conferences
AACL (1)
ACL (1)
EACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Research topics
Keywords
energy efficiency
(3)
extractive summarization
(2)
long document processing
(2)
large language model
(2)
inference optimization
(2)
abstractive summarization
(2)
legal text
(1)
transformer-based model
(1)
transformer model
(1)
legal document analysis
(1)
legal natural language processing
(1)
output compression
(1)
legal document summarization
(1)
inference energy
(1)
batch size optimization
(1)
model quantization
(1)
response compression
(1)
prompt engineering
(1)
document summarization
(1)
prompt optimization
(1)
Papers
Benchmarking the Energy Savings with Speculative Decoding Strategies
EACL 2026
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
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation
AACL 2022
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation
IJCNLP 2022