In-Context Example Selection

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4 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Exploring In-Context Learning for Handwritten Text Recognition

    Sep 29, 2026Eric Ayllon, Abel Gandia, Jorge Calvo-ZaragozaIn-Context Example SelectionVision-Language Models

  2. You Only Edit Once: Incentivizing In-Context Capability of LLMs via Local Demonstration Refinement

    Sep 27, 2026Jiarong Wen, Qi Wang, Yun Qu +8LLM Inference EfficiencyIn-Context Example Selection

    Department of Automation, Tsinghua University

  3. ClusterFewshot: Improving Few-shot Optimization for LLMs workflow

    Sep 22, 2026Omri Bar Haim, Shahar Katz, Lior WolfIn-Context Example SelectionLarge Language Model-Guided Optimization

    Blavatnik School of Computer Science, Tel Aviv University

  4. Long-Context Demonstration Selection Using State Space Models

    Sep 15, 2026Ziniu Zhang, Zhenshuo Zhang, Ruoxuan Xiong +2In-Context Example SelectionIn-Context Learning

    Northeastern University · Emory University

  5. MAG: MAnifold Guided Semi-Supervised Multi-modal In-Context Learning

    Aug 13, 2026Zirui Cheng, Xun Xu, Tiankai Chen +7In-Context Example SelectionMultimodal ICL

    College of Design and Engineering, National University of Singapore · Institute for Infocomm Research, ASTAR, Singapore

  6. EdgeLM: Edge Demonstrations for Language Models' Table Understanding

    Aug 5, 2026Soroush Omidvartehrani, Mohammadamin Habibollah, Mohammadreza Daviran +1In-Context Example SelectionIn-Context Learning

    University of Alberta, Canada

  7. Gradient-free Task-Conditioned Retrieval for On-Device In-Context Learning

    Jul 30, 2026Xinyu Luo, Hui Liu, Yihua Shao +3In-Context Example SelectionIn-Context Retrieval

    City University of Hong Kong, China · Institute of Automation Chinese Academy of Sciences, China

  8. Evaluating Prompt Scope and Demonstration Similarity in Local LLM Machine Translation

    Jul 28, 2026Mihael ArcanIn-Context Example SelectionMultilingual Language Model Evaluation

    Home Lab, Galway, Ireland

  9. Bounded Context Management for Tabular Foundation Models on Stream Learning

    Jun 17, 2026Jinmo Lee, Doyun Choi, Moongi Choi +1In-Context Example SelectionTabular Foundation Models

    Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea · The Kim Jaechul Graduate School of AI, KAIST, Daejeon, Republic of Korea.

  10. Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction

    Jun 13, 2026Guangyue Peng, Wei Li, Wen Luo +1In-Context Example SelectionGrammatical Error Correction

    State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University

  11. Activation-Based Active Learning for In-Context Learning: Challenges and Insights

    Jun 3, 2026Yaseen M. Osman, Geoff V. Merrett, Stuart E. MiddletonIn-Context Example SelectionActive Learning

    School of Electronics and Computer Science, University of Southampton, United Kingdom

  12. Easier to Judge than to Find: Predicting In-Context Learning Success for Demonstration Selection

    May 18, 2026Haochun Wang, Chaofen Yang, Jiatong Liu +5LLM Inference EfficiencyIn-Context Example Selection

    Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology, China.

  13. VIP-COP: Context Optimization for Tabular Foundation Models

    May 13, 2026Yilong Chen, Xueying Ding, Leman AkogluIn-Context Example SelectionTabular Foundation Models

    Carnegie Mellon University

  14. GRaSp: Automatic Example Optimization for In-Context Learning in Low-Data Tasks

    May 8, 2026Simen Bihaug-Frøyland, Henrik BrådlandIn-Context Example SelectionIn-Context Learning

    Centre for Artificial Intelligence Research, University of Agder · School of Computing and Information, University of Pittsburgh · Norkart AS

  15. Contrast Matters: Understanding Robustness of In-Context Fine-Tuning to Target-Context Relatedness

    Apr 2, 2026Deeptanshu Malu, Deevyanshu Malu, Aditya Nemiwal +1In-Context Example SelectionLLM Fine-Tuning

    IIT Bombay

  16. TabSieve: Explicit In-Table Evidence Selection for Tabular Prediction

    Feb 12, 2026Yongyao Wang, Ziqi Miao, Lu Yang +4In-Context Example SelectionReinforcement Learning

    Gaoling School of Artificial Intelligence, Renmin University of China · Shanghai AI Laboratory

  17. Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever

    Aug 20, 2025Yixin Chen, Ying Xiong, Shangyu Wu +4In-Context Example SelectionIn-Context Retrieval

    City University of Hong Kong · Mohamed Bin Zayed University of Artificial Intelligence · McGill University