PPaperPicks

Soumen Chakrabarti

15 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3ACL ×2ICLR ×2NAACL ×2AAAI ×1CIKM ×1ECIR ×1EMNLP ×1ICML ×1WWW ×1

Frequent coauthors

Indradyumna Roy
×7
Abir De
×7
Eeshaan Jain
×3
Arijit Nag
×3
Animesh Mukherjee
×3
Niloy Ganguly
×3
Vaibhav Raj
×2
Ashwin Ramachandran
×2
Saswat Meher
×2
Pritish Chakraborty
×1
Prayas Agrawal
×1
Nandeesh Kumar
×1

Papers

  1. Charting the Design Space of Neural Graph Representations for Subgraph Matching
    ICLR 2025 ·
    Vaibhav Raj
    ,
    Indradyumna Roy
    ,
    Ashwin Ramachandran
    , Soumen Chakrabarti,
    Abir De
  2. Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations
    ICLR 2025 ·
    Indradyumna Roy
    ,
    Eeshaan Jain
    , Soumen Chakrabarti,
    Abir De
  3. Contextual Tokenization for Graph Inverted Indices
    NeurIPS 2025 ·
    Pritish Chakraborty
    ,
    Indradyumna Roy
    , Soumen Chakrabarti,
    Abir De
  4. Dense Retrieval with Quantity Comparison Intent
    ACL 2025 ·
    Prayas Agrawal
    ,
    Nandeesh Kumar
    ,
    Muthusamy Chelliah
    ,
    Surender Kumar
    , Soumen Chakrabarti
  5. Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing
    NAACL 2025 ·
    Mayank Kothyari
    ,
    Sunita Sarawagi
    , Soumen Chakrabarti,
    Gaurav Arora
    ,
    Srujana Merugu
  6. Efficient Continual Pre-training of LLMs for Low-resource Languages
    NAACL 2025 ·
    Arijit Nag
    , Soumen Chakrabarti,
    Animesh Mukherjee
    ,
    Niloy Ganguly
  7. Graph Regularized Encoder Training for Extreme Classification
    WWW 2025 ·
    Anshul Mittal
    ,
    Shikhar Mohan
    ,
    Deepak Saini
    ,
    Siddarth Asokan
    ,
    Suchith Chidananda Prabhu
    ,
    Lakshya Kumar
    ,
    Pankaj Malhotra
    ,
    Jian Jiao
    ,
    Amit Singh
    ,
    Sumeet Agarwal
    , Soumen Chakrabarti,
    Purushottam Kar
    ,
    Manik Varma
  8. Graph Representation of Tables+Text and Compact Subgraph Retrieval for QA Tasks
    ECIR 2025 ·
    Vishwajeet Kumar
    ,
    Jaydeep Sen
    ,
    Bhawna Chelani
    , Soumen Chakrabarti
  9. MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs
    ACL 2025 ·
    Arijit Nag
    ,
    Animesh Mukherjee
    ,
    Niloy Ganguly
    , Soumen Chakrabarti
  10. Position: Graph Matching Systems Deserve Better Benchmarks
    ICML 2025 ·
    Indradyumna Roy
    ,
    Saswat Meher
    ,
    Eeshaan Jain
    , Soumen Chakrabarti,
    Abir De
  11. Retrieval of Graph Structured Objects: Theory and Applications
    CIKM 2025 ·
    Indradyumna Roy
    , Soumen Chakrabarti,
    Abir De
  12. Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs
    EMNLP 2024 ·
    Arijit Nag
    ,
    Animesh Mukherjee
    ,
    Niloy Ganguly
    , Soumen Chakrabarti
  13. Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning
    AAAI 2024 ·
    Subhabrata Dutta
    ,
    Ishan Pandey
    ,
    Joykirat Singh
    ,
    Sunny Manchanda
    , Soumen Chakrabarti,
    Tanmoy Chakraborty
  14. Graph Edit Distance with General Costs Using Neural Set Divergence
    NeurIPS 2024 ·
    Eeshaan Jain
    ,
    Indradyumna Roy
    ,
    Saswat Meher
    , Soumen Chakrabarti,
    Abir De
  15. Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval
    NeurIPS 2024 ·
    Ashwin Ramachandran
    ,
    Vaibhav Raj
    ,
    Indradyumna Roy
    , Soumen Chakrabarti,
    Abir De