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Somak Aditya

11 papers at tracked venues · 3 at CORE A* · active 2024–2026

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Venues

EMNLP ×4AAAI ×2NAACL ×2ACL ×1MSR ×1WACV ×1

Frequent coauthors

Sachin Vashistha
×2
Martin Tutek
×2
Sourjyadip Ray
×2
Pawan Goyal
×2
Deepanway Ghosal
×2
Debrup Das
×2
Ishan Sahu
×1
Somnath Hazra
×1
Soumyajit Dey
×1
Ponnampalam Pirapuraj
×1
Tamal Mondal
×1
Sharanya Gupta
×1

Papers

  1. AD2 : Analysis and Detection of Adversarial Threats in Visual Perception for End-to-End Autonomous Driving Systems
    WACV 2026 ·
    Ishan Sahu
    ,
    Somnath Hazra
    , Somak Aditya,
    Soumyajit Dey
  2. AFGNN: API Misuse Detection using Graph Neural Networks and Clustering
    MSR 2026 ·
    Ponnampalam Pirapuraj
    ,
    Tamal Mondal
    ,
    Sharanya Gupta
    ,
    Akash Lal
    , Somak Aditya,
    Jyothi Vedurada
  3. AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models
    AAAI 2026 ·
    Sayantan Adak
    ,
    Pratyush Chatterjee
    ,
    Somnath Banerjee
    ,
    Rima Hazra
    , Somak Aditya,
    Animesh Mukherjee
  4. PRAGWORLD: A Benchmark Evaluating LLMs' Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics
    AAAI 2026 ·
    Sachin Vashistha
    ,
    Aryan Bibhuti
    ,
    Atharva Naik
    ,
    Martin Tutek
    , Somak Aditya
  5. EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos
    EMNLP 2025 ·
    Sourjyadip Ray
    ,
    Shubham Sharma
    , Somak Aditya,
    Pawan Goyal
  6. Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions
    ACL 2025 ·
    Pengfei Hong
    ,
    Navonil Majumder
    ,
    Deepanway Ghosal
    , Somak Aditya,
    Rada Mihalcea
    ,
    Soujanya Poria
  7. NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks
    EMNLP 2025 ·
    Aritra Dutta
    ,
    Swapnanil Mukherjee
    ,
    Deepanway Ghosal
    , Somak Aditya
  8. SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation
    NAACL 2025 ·
    Saurabh Kumar Pandey
    ,
    Sachin Vashistha
    ,
    Debrup Das
    , Somak Aditya,
    Monojit Choudhury
  9. Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
    EMNLP 2024 ·
    Haritz Puerto
    ,
    Martin Tutek
    , Somak Aditya,
    Xiaodan Zhu
    ,
    Iryna Gurevych
  10. ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments
    EMNLP 2024 ·
    Sourjyadip Ray
    ,
    Kushal Gupta
    ,
    Soumi Kundu
    ,
    Payal Arvind Kasat
    , Somak Aditya,
    Pawan Goyal
  11. MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning
    NAACL 2024 ·
    Debrup Das
    ,
    Debopriyo Banerjee
    , Somak Aditya,
    Ashish Kulkarni