Niloy Ganguly

Venues

Frequent coauthors

Papers

1. Benchmarking the Energy Savings with Speculative Decoding Strategies
   EACL 2026 ·

   Rohit Dutta

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2. Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization
   ACL 2026 ·

   Gunjan Balde

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3. Brevity is the soul of sustainability: Characterizing LLM response lengths
   ACL 2025 ·

   Soham Poddar

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4. Building Trustworthy AI Models for Medicine: From Theory to Applications
   WSDM 2025 ·

   Soumyadeep Roy

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5. Disinformation and Misinformation in the Age of Generative AI
   WSDM 2025 ·

   Koustav Rudra

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6. Efficient Continual Pre-training of LLMs for Low-resource Languages
   NAACL 2025 ·

   Arijit Nag

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7. Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings
   ACL 2025 ·

   Gunjan Balde

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8. ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP
   AAAI 2025 ·

   Subhendu Khatuya

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9. Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents
   EMNLP 2025 ·

   Ankan Mullick

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10. LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation
    NeurIPS 2025 ·

    Subhojyoti Khastagir

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11. Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification
    ACL 2025 ·

    Subhendu Khatuya

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12. MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs
    ACL 2025 ·

    Arijit Nag

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13. Periodic Materials Generation using Text-Guided Joint Diffusion Model
    ICLR 2025 ·

    Kishalay Das

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14. Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval
    EMNLP 2025 ·

    Subhendu Khatuya

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15. Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models
    NAACL 2025 ·

    Soham Poddar

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16. Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models
    EMNLP 2024 ·

    Gunjan Balde

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17. Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions
    SIGIR 2024 ·

    Soumyadeep Roy

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18. Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs
    EMNLP 2024 ·

    Arijit Nag

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19. IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers
    AAAI 2024 ·

    Jingge Xiao

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20. Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts
    SIGIR 2024 ·

    Subhendu Khatuya

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21. MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization
    IJCAI 2024 ·

    Gunjan Balde

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22. On The Persona-based Summarization of Domain-Specific Documents
    ACL 2024 ·

    Ankan Mullick

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23. Order-Based Pre-training Strategies for Procedural Text Understanding
    NAACL 2024 ·

    Abhilash Nandy

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24. Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling
    NAACL 2024 ·

    Subhendu Khatuya

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25. Self-SLAM: A Self-supervised Learning Based Annotation Method to Reduce Labeling Overhead
    ECML-PKDD 2024 ·

    Alfiya M. Shaikh

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26. Unlocking Efficiency: Adaptive Masking for Gene Transformer Models
    ECAI 2024 ·

    Soumyadeep Roy

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