In-Context

Ask about this topic

Recent momentum

-33%

6 papers in the last 28 days · 0.2% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in In-Context.

Period ending 2026-09-07

5 new papers

A weekly snapshot of new work published in In-Context.

78 papers

Latest in In-Context

Open your feed →
CardsList

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

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

  2. Investigating the Ability of Large Language Models to Analyze Recipes for Diabetes

    Sep 3, 2026Revathy Venkataramanan, Aditya Luthra, Venkatesan Nadimuthu +1Nutrient ReasoningDiabetes

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

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

  4. Unifying Conformal Language Tasks with In-Context Ensembles

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

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

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

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

    Aug 31, 2026Markel Ferro, Oier Lopez de LacalleDialogue SystemsLLM Reasoning Methods

  7. 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 +5Large Language Models FailPriming

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

    Aug 10, 2026Björn Engdahl, Adrian Kosowski, Jan Chorowski +6Large Reasoning ModelsIn-Context Learning

  9. In-Context Density Estimation for Tabular Data

    Aug 10, 2026Patryk Marszałek, Jacek Tabor, Marek ŚmiejaRandomized Global-Local Density EstimationUnsupervised Anomaly Detection

  10. Test, then Route: How Language Models Execute In-Context Conditional Rules Across Models and Languages

    Aug 4, 2026Luxshan Thavarasa, Sivasuthan SukumarProtein Language ModelIn-Context

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

    Aug 3, 2026Muhammad Roman, Karen Rafferty, Barry DevereuxComplianceRetrieval-Augmented Generation

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

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

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

    Jul 27, 2026Elad David, Max FominIn-ContextRepresentational Geometry

  14. In-Context Learning as Implicit Policy Gradient

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

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

    Jul 25, 2026Zirong Chen, Meiyi MaReasoning ChainInductive Logic Programming

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

    Jul 9, 2026Haoran Feng, Ruiyang Zhang, Longyi Zhang +2Panoramic ImagesUnified Generative Framework

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

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

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

    Jul 7, 2026Zhiyuan Chen, Jing Hu, Junzhe Wang +4AntibodyGeneralizable Ranking Purpose

  19. Best-of-Better-N: Generating Pre-Aligned Responses with In-Context Learning

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

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

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

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

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

  22. 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

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

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

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

    Jun 26, 2026Sambaran BandyopadhyayModel Self-AssessmentIn-Context

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

    Jun 24, 2026Jiacheng Sui, Tianyu Hao, Bingjie Gao +2Region-Count TheoryIn-Context Learning

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

    Jun 22, 2026Ran Piao, Tsai-Ning Wang, Martijn den Dekker +4Multimodal Clinical DataAudio Generation and Processing

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

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

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

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

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

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

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

    Jun 10, 2026Alireza Heidari, Amirhossein Alimohammadi, Wallace Michel Pinto Lira +2Photorealistic Style TransferSynthetic-To-Real Domain Gap

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

    Jun 9, 2026Xuan Han, Yihao Zhao, Mingyu YouText-To-3D Generation3D Human Pose Estimation

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

    Jun 9, 2026Wenhao Yan, Fengjia Guo, Zhuoyi Yang +1AnimationSynthetic Motion Datasets

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

    Jun 5, 2026Anissa Alloula, Federico Licini, Ava Batchkala +1Llm-As-A-JudgeLarge Language Model Safety

  34. In-Context Multiple Instance Learning

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

  35. 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

  36. In-Context Graphical Inference

    Jun 3, 2026Zehua Cheng, Wei Dai, Jiahao SunProbabilistic InferenceBayesian Inference Approaches

  37. Spectral Audit of In-Context Operator Networks

    Jun 1, 2026Zhiwei Gao, Liu Yang, George Em KarniadakisNeural OperatorsJacobian

  38. Images as Tables: In-Context Learning with TabPFN for Low-Data Detection of AI-Generated Images

    May 30, 2026Jan Philip Walter, Shashank Agnihotri, Margret KeuperAi-Generated Image DetectionDinov3

  39. Finite Certificates for In-Context Determinacy and a Threshold Theory of Emergence in Language Models

    May 30, 2026Faruk Alpay, Hamdi AlakkadFinite-Sample CertificatesLarge Language Model Reliability

  40. Learning from Fine-Grained Visual Discrepancies: Mitigating Multimodal Hallucinations via In-Context Visual Contrastive Optimization

    May 29, 2026Haolin Deng, Xin Zou, Zhiwei Jin +3Multimodal Contrastive LearningFine-Grained Perception

  41. In-Context Reward Adaptation for Robust Preference Modeling

    May 28, 2026Zhenyu Sun, Zheng Xu, Ermin WeiReinforcement Learning From Human FeedbackSingle Reward Model

  42. Attention as In-Context Empirical Bayes: A Two-Stage View via Particle Dynamics

    May 28, 2026Matthew Smart, Soumya Ganguly, Nilava Metya +2PosteriorIn-Context

  43. Understanding Generalization and Forgetting in In-Context Continual Learning

    May 27, 2026Guangyu Li, Meng Ding, Lijie HuIn-Context LearningEfficient Continual Learning

  44. Fine-Tuning Dynamics of In-Context Factual Recall in Transformers

    May 26, 2026Ruomin Huang, Eshaan Nichani, Jason D. Lee +1In-Context LearningIn-Context

  45. ICICLE: Expanding Retrieval with In-Context Documents

    May 26, 2026Yu-Chen Den, Yung-Yu Shih, Zhi Rui Tam +4Query-Document PairsIn-Context

  46. Transformers Can Learn Posterior Predictive Distributions In-Context

    May 26, 2026Gyeonghun Kang, Changwoo J. Lee, Xiang ChengPosteriorTabular Prior-Data Fitted Network

  47. Function-Vector Heads Are Two Populations: Writers and Cancellers in In-Context Learning

    May 25, 2026Han-yu WangAblationVectors

  48. They Are Not the Same: Direct Causes Are Not Grounded Emotion Explanations

    May 24, 2026Zhuangzhuang Pan, Yan Xia, Chee Seng ChanEmotionExplanations

  49. The Efficiency Frontier: A Unified Framework for Cost-Performance Optimization in LLM Context Management

    May 21, 2026Binqi Shen, Lier Jin, Hanyu Cai +2In-ContextModel and Context Compression

  50. Learning Causal Orderings for In-Context Tabular Prediction

    May 21, 2026Sascha Xu, Sarah Mameche, Jilles VreekenCausal DiscoveryTabular Learning

  51. TabQL: In-Context Q-Learning with Tabular Foundation Models

    May 18, 2026Qisai Liu, Zhanhong Jiang, Timilehin Ayanlade +4Deep Q-NetworksQ-Learning

  52. TabPFN-MT: A Natively Multitask In-Context Learner for Tabular Data

    May 16, 2026Cormac Cureton, Narges ArmanfardTabular LearningMulti--Task Learning

  53. Many-Shot CoT-ICL: Making In-Context Learning Truly Learn

    May 13, 2026Tsz Ting Chung, Lemao Liu, Mo Yu +1In-Context LearningIn-Context

  54. Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space

    May 12, 2026Eric Bigelow, Raphaël Sarfati, Daniel Wurgaft +5In-Context LearningBelief-Space Planning

  55. In-context learning to predict critical transitions in dynamical systems

    May 12, 2026Yunus Sevinchan, Juan Nathaniel, Kai Ueltzhöffer +8Dynamical SystemsTransitions

  56. Belief or Circuitry? Causal Evidence for In-Context Graph Learning

    May 8, 2026Katharine Kowalyshyn, Timothy Duggan, Daniel Little +1In-Context LearningIn-Context

  57. In-Context Fixation: When Demonstrated Labels Override Semantics in Few-Shot Classification

    May 8, 2026Ming LiuWeak LabelsIn-Context

  58. Transformers Efficiently Perform In-Context Logistic Regression via Normalized Gradient Descent

    May 7, 2026Chenyang Zhang, Yuan CaoMulti-Layer TransformersIn-Context Learning

  59. In-Context Positive-Unlabeled Learning

    May 7, 2026Siyan Liu, Yi Chang, Manli Cheng +2Unlabeled DataIn-Context Learning

  60. Adaptivity Under Realizability Constraints: Comparing In-Context and Agentic Learning

    May 6, 2026Anastasis Kratsios, A. Martina Neuman, Philipp PetersenAdaptive LearningIn-Context Learning