Soham Poddar

4 papers · 2022–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AACL (1) ACL (1) EACL (1) NAACL (1)

Top co-authors

Saptarshi Ghosh (4) Janardan Misra (3) Niloy Ganguly (3) Paramita Koley (3) Rohit Dutta (1) Paheli Bhattacharya (1) Pawan Goyal (1) Naveen Balani (1) Abhay Shukla (1) Sanjay Podder (1)

Research topics

Machine Learning (4) Application Areas (3) Natural Language Processing (2) Optimization & Theory (2) Resources & Methods (2) Deep Learning (1) Architectures (1) Core Methods (1)

Keywords

energy efficiency (3) large language model (2) inference optimization (2) prompt optimization (1) latency reduction (1) speculative decoding (1) abstractive summarization (1) transformer-based model (1) long document processing (1) legal document analysis (1) output compression (1) inference energy (1) batch size optimization (1) model quantization (1) response compression (1) prompt engineering (1) extractive summarization (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