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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

Xiang Gao
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×3
Wendi Cui
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Jiaxin Zhang
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Yu Wang
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Avinash Baidya
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Kaiwen Dong
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Magesh Rajasekaran
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Zhuohang Li
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×1
Ankita Sinha
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×1

Papers

  1. RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning
    ACL 2026 ·
    Xiang Gao
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  2. Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation
    NAACL 2025 ·
    Yu Wang
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  3. Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey
    ACL 2025 ·
    Wendi Cui
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  4. Learning to Search Effective Example Sequences for In-Context Learning
    NAACL 2025 ·
    Xiang Gao
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  5. SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization
    ACL 2025 ·
    Wendi Cui
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  6. The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs
    ACL 2025 ·
    Avinash Baidya
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  7. Transaction Categorization with Relational Deep Learning in QuickBooks
    ECML-PKDD 2025 ·
    Kaiwen Dong
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  8. COMBOOD: A Semiparametric Approach for Detecting Out-of-distribution Data for Image Classification
    SDM 2024 ·
    Magesh Rajasekaran
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  9. Customizing Language Model Responses with Contrastive In-Context Learning
    AAAI 2024 ·
    Xiang Gao
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  10. Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods
    AISTATS 2024 ·
    Jiaxin Zhang
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  11. Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models
    EMNLP 2024 ·
    Wendi Cui
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  12. Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation
    EMNLP 2024 ·
    Zhuohang Li
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  13. Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution
    EMNLP 2024 ·
    Ankita Sinha
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  14. Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models
    EMNLP 2024 ·
    Jiaxin Zhang
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