In-Context

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19 papers in the last four weeks, up 111% on the four weeks before. 0.2% of all new papers.

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  1. Finetuning with Sampling: SFT Learns Better Than You Think

    Oct 1, 2026Aayush Karan, Sitan Chen, Yilun DuSupervised FinetuningPost-Training

    Harvard University

  2. IQS-BO: In-Context Query Selection for Bayesian Optimisation

    Oct 1, 2026Luca Geminiani, Nadja KleinTabular Prior-Data Fitted NetworkPrompt Optimization

    Scientific Computing Center (SCC), Karlsruhe Institute of Technology (KIT)

  3. Effective Dense Retrieval using Only In-Context Examples

    Sep 29, 2026Nour Jedidi, Abdul Basit Ali, Hang Li +1Retrieval LayerText Embeddings

    University of Waterloo · The University of Queensland

  4. Are In-Context Images Worth 10 Dimensions?

    Sep 29, 2026Adhemar de Senneville, Xavier Bou, Jérémy Anger +2In-Context LearningIn-Context

    Université Paris-Saclay, CNRS, ENS Paris-Saclay, Centre Borelli, Paris, France · Pôle recherche de l’AMIAD, Palaiseau, France · Institut Universitaire de France, Paris, France

  5. LLMs Learn to Evade Latent Monitors from Prior Feedback Alone

    Sep 29, 2026Hugo Lyons Keenan, Christopher Leckie, Sarah ErfaniModel ActivationsEvasion

    School of Computing and Information Systems The University of Melbourne, Victoria, Australia

  6. In-Context Learning Amplifies a Latent Symbolic Circuit

    Sep 28, 2026Melissa WesselIn-Context LearningIn-Context

    Independent Researcher.

  7. ALICE: In-context, Zero-shot, Mutual Information Estimation

    Sep 28, 2026Giulio Franzese, Simone Rossi, Pietro MichiardiMutual InformationDensity Ratio Estimation

    EURECOM, Sophia Antipolis, France

  8. RoboICL: Embodied In-Context Learning with GPT-6 Astra

    Sep 28, 2026Fangcheng Liu, Yeqing Shen, Anda Cheng +7Scalable Robot LearningRobocasa

    Samsung Research, Beijing, China · Samsung Robotics eXperience · Shanghai Jiao Tong University

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

    Sep 27, 2026Jiarong Wen, Qi Wang, Yun Qu +8In-Context LearningIn-Context

    Department of Automation, Tsinghua University

  10. Persuaded, Not Informed: Incentive-Misaligned Witnesses Defeat In-Context Grounding

    Sep 23, 2026Rahul BalakaviPersuasionElicitation

    AmpUp Research

  11. Gender Bias in Vision-Language In-Context Learning

    Sep 23, 2026Tong Xiang, Yuta Nakashima, Noa GarciaGender BiasGender

    The University of Osaka, Japan

  12. When Context Misleads: In-context Learning with Jurisdiction in Large Language Models

    Sep 23, 2026Pei-lin Li, Qingle Liu, Junyang Feng +4In-Context LearningIn-Context

    Department of Computer Science and Technology, Tsinghua University · School of Integrated Circuits, Huazhong University of Science and Technology

  13. In-Context Guidance: Learning Inter-Task Synergies via Numerical Foundational Models for Few-Shot Multitask Optimization

    Sep 22, 2026Tingyang Wei, Haofeng Wu, Jiao Liu +3Multi--Task LearningMulti-Objective Optimization

    College of Computing and Data Science, Nanyang Technological University, Singapore · Institute of Advanced Intelligence and Computing, Agency for Science, Technology and Research, Singapore · Singapore Institute of Manufacturing Technology (SIMTech), Agency for Science, Technology and Research, Singapore +1

  14. Representation-guided in-context learning for medical image interpretation with multimodal large language models

    Sep 21, 2026Minda Zhao, Fangyu Hu, Yan Luo +8Medical Vision-Language ModelsMultimodal Clinical Data

    Harvard AI and Robotics Lab, Schepens Eye Research Institute of Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA · Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA · Department of Ophthalmology, National Taiwan University Hospital, Taipei City, Taiwan +6

  15. Recursive Reasoning or Statistical Extrapolation? In-Context Learning in Multi-Agent Interdependent Decision-Making

    Sep 16, 2026Yu Liu, Wenwen Li, Yifan Dou +1Multi-Agent ReasoningContextual Reasoning

    Fudan University

  16. Large Language Models Develop Belief State Geometry In-Context

    Sep 15, 2026Daniel Balcells, Andrew Jun Lee, Chirag Rastogi +3In-Context LearningIn-Context

    Independent · UCLA · UIUC +2

  17. Legible Failures: Detecting and Repairing In-Context Binding Errors

    Sep 11, 2026Manas Venkata Sai Ravulapalli, Samrath Singh Chadha, Abhinav M. HariIn-ContextConfidence Calibration

    Efficient Computation Inc.

  18. Beyond Surface Imitation: Contrastive Modeling for Reasoning Path Alignment in Multimodal In-Context Learning

    Sep 9, 2026Mingbo Yang, Wenqiang Wang, Zhaolu Kang +4Multimodal Large Language ModelsIn-Context Learning

    Sun Yat-Sen University Shenzhen, Guangdong, China · Peking University Beijing, Beijing, China · Sun Yat-Sen University Shenzhen, Guangdong, China Pengcheng Laboratory +1

  19. ICI-VLA: In-Context Imitation with Spatiotemporally Aligned Demonstrations for Vision-Language-Action Models

    Sep 7, 2026Songhua Yang, Ziyu Liu, Xuetao Li +3In-ContextMultimodal Fusion

    Wuhan University · Wuhan University, Wuhan, China · Institute of Technological Sciences, Wuhan University +1

  20. LLMs Learn Better In-Context from Rules than from Examples

    Sep 2, 2026Xiang Fu, Seungmin Cho, Yukyung Lee +1In-Context LearningIn-Context

    Boston University

  21. Unifying Conformal Language Tasks with In-Context Ensembles

    Sep 2, 2026Xiao Shi Huang, Chen-Yuan Lin, Bruce Kuwahara +2Natural Language ProcessingIn-Context Learning

    Signal 1 AI · Layer 6 AI

  22. Zeva: In-Context Causal Learning for Generalizable Embodied Manipulation

    Aug 31, 2026Fu Chen, Xin Ding, Bingjia Huang +8In-Context LearningIn-Context

    Institute for AI Industry Research (AIR), Tsinghua University

  23. Learning to Reason and Use Tools through Unsupervised Fine-Tuning in Task-Oriented Dialog Systems

    Aug 31, 2026Markel Ferro, Oier Lopez de LacalleLLM Reasoning StrategiesSupervised Finetuning

    HiTZ Center - Ixa, University of the Basque Country UPV/EHU

  24. MARCH: Scaling Recurrent Memory with Content-Routed State Anchors

    Aug 12, 2026Ming Zhang, Kaisen Yang, Shu Yu +6Efficient Long-Context InferenceRecurrent Model

    Shanghai AI Laboratory · Tsinghua University · Fudan University

  25. StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models

    Aug 12, 2026Siyu Xu, Yunke Wang, Zijian Wang +6In-Context

    StellarEdge AI Technical Team

  26. Conflict and Congruency Effects in Large Language Models: In-Weight and In-Context Competition in a Verbal Conflict Task

    Aug 11, 2026Xiaoyang Hu, Mike Angstadt, Shane Storks +5In-ContextLong-Range Coherence

    Department of Computer Science, Brown University · Department of Psychiatry, University of Michigan · Weinberg Institute for Cognitive Science, University of Michigan +3

  27. BDH-CQ: In-Context Learning with Recurrent Latent Reasoning

    Aug 10, 2026Björn Engdahl, Adrian Kosowski, Jan Chorowski +6Efficient Latent ReasoningLarge Reasoning Models

    New York University

  28. In-Context Density Estimation for Tabular Data

    Aug 10, 2026Patryk Marszałek, Jacek Tabor, Marek ŚmiejaDensity Ratio EstimationOut-Of-Distribution Detection

    Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland

  29. In-Context Forcing: Uncovering Context Effects in Autoregressive Video Diffusion

    Aug 5, 2026Lingxiao Yang, Liu Liu, Moran Li +4Autoregressive Video Diffusion ModelsLarge Inter-Frame Displacements

    School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China · Tencent Youtu Lab · College of Computer Science and Technology, Zhejiang University, Hangzhou 310027, China

  30. Eliciting Intrinsic Hallucinations in LLMs via Semantically Equivalent Adversarial Attacks

    Aug 4, 2026Atri Vivek Sharma, Brian Formento, Alessio LomuscioLarge Language Model HallucinationAttacker Large Language Model

    Imperial College London · Safe Intelligence

  31. Language Models Encode the Contextual Truth of Propositions

    Aug 4, 2026Rupak Sarkar, Pritika Ramu, Rachel RudingerTruthLLM Reasoning Strategies

    University of Maryland, College Park

  32. In-Context Collapse in Vision-Language Models and How to Mitigate it?

    Aug 3, 2026Mohammad RostamiVision-Language Foundation ModelsIn-Context Learning

    Amazon Generative AI Innovation Center∗, USA.

  33. CTRAG: An In-Context Retrieval-based Framework for Automated Compliance Checking using LLMs

    Aug 3, 2026Muhammad Roman, Karen Rafferty, Barry DevereuxComplianceAI Trustworthiness

    Bristol Research and Innovation Laboratory (BRIL), Toshiba Europe Ltd., Bristol, United Kingdom · Queen’s University Belfast, United Kingdom

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

    Jul 30, 2026Xinyu Luo, Hui Liu, Yihua Shao +3In-Context LearningIn-Context

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

  35. Context Is King: How In-Context Specification Shapes the Geometry of Concepts

    Jul 27, 2026Elad David, Max FominIn-ContextGeometric Constraints

    Zenity

  36. In-Context Learning as Implicit Policy Gradient

    Jul 25, 2026Masahiro Kaneko, Timothy BaldwinIn-Context LearningIn-Context

    MBZUAI

  37. Reason Popper-ly: Patching In-Context Reasoning with Inductive Logic Programming

    Jul 25, 2026Zirong Chen, Meiyi MaReasoning ChainReasoning Benchmark

    Department of Computer Science, Vanderbilt University, USA

  38. Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

    Jul 9, 2026Haoran Feng, Ruiyang Zhang, Longyi Zhang +2Omnidirectional ImagesGeometry-Aware

    Insta360 Research · Tsinghua University · Beihang University +1

  39. When Does In-Context Search Help? A Sampling-Complexity Theory of Reflection-Driven Reasoning

    Jul 7, 2026Yotam Wolf, Noam Wies, Amnon ShashuaLLM Reasoning StrategiesIn-Context

    The Hebrew University

  40. AbICL: In-Context Learning for Antigen-Specific Antibody Affinity Ranking

    Jul 7, 2026Zhiyuan Chen, Jing Hu, Junzhe Wang +4AntibodyIn-Context Learning

    Henlius Shanghai, China

  41. Best-of-Better-NN: Generating Pre-Aligned Responses with In-Context Learning

    Jul 3, 2026Eric Lei, Hsiang Hsu, Chun-Fu ChenIn-Context LearningIn-Context

    JPMorganChase Global Technology Applied Research

  42. A Hippocampus for Linear Attention: An Exact Memory for What the Recurrent State Forgets

    Jul 2, 2026Wanyun CuiKimi Delta AttentionLinear Attention

    Shanghai University of Finance and Economics

  43. Can Language Models Actually Retrieve In-Context? Drowning in Documents at Million Token Scale

    Jul 1, 2026Siddharth Gollapudi, Nilesh Gupta, Prasann Singhal +1In-ContextText Corpora

    UC Berkeley · UT Austin

  44. In-Context Reinforcement Learning under Non-Stationarity: A Survey

    Jul 1, 2026A Run, Ziluo DingIn-Context LearningOffline Reinforcement Learning

    Independent Researcher · Beijing Innovation Center of Humanoid Robotics

  45. Personalized Object Identification and Localization via In-Context Inference with Vision-Language Models

    Jul 1, 2026Kensuke Nakamura, Byung-Woo HongLocalizationVision-Language Model Grounding

    Artificial Intelligence Department, Chung-Ang University, Seoul, 06974, Korea

  46. MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers

    Jun 29, 2026Linrui Ma, Chun Hei Lo, Xinyu Wang +12Efficient Long-Context InferenceDynamic Sparse Attention

    Huawei Canada · McGill University · Université de Montréal +1

  47. LC-ICL: Label-Guided Contrastive In-Context Learning for Robust Information Extraction

    Jun 28, 2026Xiao You, Tianwei Yan, Shan ZhaoIn-Context LearningInformation Extraction

    1Hefei University of Technology, Hefei, China · 2Chongqing Jiaotong University, Chongqing, China

  48. Can LLMs Judge Better Than They Generate? Evaluating Task Asymmetry, Mechanistic Interpretability and Transferability for In-Context QA

    Jun 26, 2026Sambaran BandyopadhyaySelf-EvaluationIn-Context

    Adobe Research

  49. In-context Region-based Drag: Drag Any Region to Any Shape

    Jun 24, 2026Jiacheng Sui, Tianyu Hao, Bingjie Gao +2Diffusion-Based Image EditingRegion

    Shanghai Jiao Tong University

  50. Unlocking In-Context Learning in Audio-Language Models from Decentralized Medical Audio

    Jun 22, 2026Ran Piao, Tsai-Ning Wang, Martijn den Dekker +4In-Context LearningIn-Context

    Eindhoven University of Technology, The Netherlands · Erasmus MC, The Netherlands · Rijnstate Hospital, The Netherlands +1

  51. What Do Safety-Aligned LLMs Learn From Mixed Compliance Demonstrations?

    Jun 18, 2026Sihui Dai, Mann PatelLarge Language Model SafetyCompliance

    CapitalOne

  52. Revisiting the Systematicity in Negation in the Era of In-Context Learning

    Jun 15, 2026Hitomi Yanaka, Taisei YamamotoNegationLarge Language Models Fail

    The University of Tokyo · Riken · Tohoku University

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

    Jun 13, 2026Guangyue Peng, Wei Li, Wen Luo +1Grammatical Error CorrectionMultilingual Language Models

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

  54. GRIP: Feedback-Guided Prompt Retrieval for Large Multimodal Models

    Jun 10, 2026Garvita Allabadi, Matteo Sodano, Roberto Estevão +4Large Multimodal ModelsIn-Context Learning

    University of Illinois Urbana Champaign · University of Bonn · Microsoft

  55. HairPort: In-context 3D-aware Hair Import and Transfer for Images

    Jun 10, 2026Alireza Heidari, Amirhossein Alimohammadi, Wallace Michel Pinto Lira +2Photorealistic Style TransferPortraits

    Simon Fraser University, Burnaby, Canada · Huawei Canada, Vancouver, Canada · Simon Fraser University, Vancouver, Canada

  56. Pose-ICL: 3D-Aware In-Context Learning for Pose-Controllable Subject Customization

    Jun 9, 2026Xuan Han, Yihao Zhao, Mingyu You3D Generative ModelsWifi-Csi 3D Human Pose Estimation

    College of Electronic and Information Engineering, Tongji University, Shanghai, China · State Key Laboratory of Autonomous Intelligent Unmanned Systems, Frontiers Science Center for Intelligent Autonomous Systems, Ministry of Education, Shanghai, China.

  57. SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning

    Jun 9, 2026Wenhao Yan, Fengjia Guo, Zhuoyi Yang +1Training-Set Long-Tail MotionsCamera-Conditioned Video Generation

    Tsinghua University · Work done during internship at Z.ai.

  58. Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators

    Jun 5, 2026Anissa Alloula, Federico Licini, Ava Batchkala +1Llm-As-A-JudgeJudges

    University of Oxford · Cohere

  59. In-Context Multiple Instance Learning

    Jun 4, 2026Alexander Möllers, Marvin Sextro, Julius Hense +2Multiple Instance LearningIn-Context Learning

    Berlin Institute for the Foundations of Learning and Data, Berlin, Germany · Machine Learning Group, Technische Universität Berlin, Berlin, Germany · Aignostics, Berlin, Germany +3

  60. TS-ICL: A Flexible Time-Indexed Foundation Model for Time Series via In-Context Learning

    Jun 4, 2026Etienne Le Naour, Tahar Nabil, Adrien PetraliaTime Series Foundation ModelsTime Series

    1EDF R&D, Palaiseau, France