PPaperPicks

Kamalika Das

14 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

ACL ×4EMNLP ×4NAACL ×2AAAI ×1AISTATS ×1ECML-PKDD ×1SDM ×1

Frequent coauthors

Jiaxin Zhang
×7
Xiang Gao
×6
Wendi Cui
×6
Kumar Sricharan
×6
Zhuohang Li
×4
Bradley A. Malin
×4
Damien Lopez
×3
Kaiwen Dong
×2
Avinash Baidya
×2
Hao Sun
×2
Ankita Sinha
×2
Yuguang Yao
×1

Papers

  1. RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning
    ACL 2026 ·
    Xiang Gao
    ,
    Yuguang Yao
    ,
    Qi Zhang
    ,
    Kaiwen Dong
    ,
    Avinash Baidya
    ,
    Ruocheng Guo
    ,
    Hilaf Hasson
    , Kamalika Das
  2. Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation
    NAACL 2025 ·
    Yu Wang
    ,
    Jiaxin Zhang
    ,
    Xiang Gao
    ,
    Wendi Cui
    ,
    Peng Li
    , Kamalika Das
  3. Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey
    ACL 2025 ·
    Wendi Cui
    ,
    Jiaxin Zhang
    ,
    Zhuohang Li
    ,
    Hao Sun
    ,
    Damien Lopez
    , Kamalika Das,
    Bradley A. Malin
    ,
    Kumar Sricharan
  4. Learning to Search Effective Example Sequences for In-Context Learning
    NAACL 2025 ·
    Xiang Gao
    ,
    Ankita Sinha
    , Kamalika Das
  5. SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization
    ACL 2025 ·
    Wendi Cui
    ,
    Jiaxin Zhang
    ,
    Zhuohang Li
    ,
    Hao Sun
    ,
    Damien Lopez
    , Kamalika Das,
    Bradley A. Malin
    ,
    Kumar Sricharan
  6. The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs
    ACL 2025 ·
    Avinash Baidya
    , Kamalika Das,
    Xiang Gao
  7. Transaction Categorization with Relational Deep Learning in QuickBooks
    ECML-PKDD 2025 ·
    Kaiwen Dong
    ,
    Padmaja Jonnalagedda
    ,
    Xiang Gao
    ,
    Ayan Acharya
    ,
    Maria Kissa
    ,
    Mauricio Flores
    ,
    Nitesh V. Chawla
    , Kamalika Das
  8. COMBOOD: A Semiparametric Approach for Detecting Out-of-distribution Data for Image Classification
    SDM 2024 ·
    Magesh Rajasekaran
    ,
    Md Saiful Islam Sajol
    ,
    Frej Berglind
    ,
    Supratik Mukhopadhyay
    , Kamalika Das
  9. Customizing Language Model Responses with Contrastive In-Context Learning
    AAAI 2024 ·
    Xiang Gao
    , Kamalika Das
  10. Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods
    AISTATS 2024 ·
    Jiaxin Zhang
    , Kamalika Das,
    Kumar Sricharan
  11. Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models
    EMNLP 2024 ·
    Wendi Cui
    ,
    Zhuohang Li
    ,
    Damien Lopez
    , Kamalika Das,
    Bradley A. Malin
    ,
    Kumar Sricharan
    ,
    Jiaxin Zhang
  12. Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation
    EMNLP 2024 ·
    Zhuohang Li
    ,
    Jiaxin Zhang
    ,
    Chao Yan
    , Kamalika Das,
    Kumar Sricharan
    ,
    Murat Kantarcioglu
    ,
    Bradley A. Malin
  13. Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution
    EMNLP 2024 ·
    Ankita Sinha
    ,
    Wendi Cui
    , Kamalika Das,
    Jiaxin Zhang
  14. Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models
    EMNLP 2024 ·
    Jiaxin Zhang
    ,
    Wendi Cui
    ,
    Yiran Huang
    , Kamalika Das,
    Kumar Sricharan