Browse State-of-the-Art › In-Context Learning › Papers, page 15

In-Context Learning

Papers archive 2025-07-28

archive papers tagged: 2,297 · with a code link: 998 · where Syntology ran a sample: 437 (361 with a run with no instrument failure, 76 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (437 of 2,297 tagged: 361 with a run with no instrument failure, 76 where every run was a failure of Syntology's instrument)

Page 15 of 23: papers 1,401 to 1,500 of 2,297, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Real-time Adapting Routing (RAR): Improving Efficiency Through Continuous Learning in Software Powered by Layered Foundation Models
  14 Nov 2024 0 repositories listed
• StreamAdapter: Efficient Test Time Adaptation from Contextual Streams
  14 Nov 2024 0 repositories listed
• Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data
  13 Nov 2024 0 repositories listed
• Decision Feedback In-Context Symbol Detection over Block-Fading Channels
  12 Nov 2024 0 repositories listed
• Comparing Bottom-Up and Top-Down Steering Approaches on In-Context Learning Tasks
  11 Nov 2024 0 repositories listed
• Universal Response and Emergence of Induction in LLMs
  11 Nov 2024 0 repositories listed
• One controller to rule them all
  10 Nov 2024 0 repositories listed
• A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization
  9 Nov 2024 0 repositories listed
• Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
  8 Nov 2024 0 repositories listed
• WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning
  8 Nov 2024 0 repositories listed
• Adversarial Robustness of In-Context Learning in Transformers for Linear Regression
  7 Nov 2024 0 repositories listed
• Vision Language Models are In-Context Value Learners
  7 Nov 2024 0 repositories listed
• Enhancing Security Control Production With Generative AI
  6 Nov 2024 0 repositories listed
• From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond
  6 Nov 2024 0 repositories listed
• Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval
  6 Nov 2024 0 repositories listed
• Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
  5 Nov 2024 0 repositories listed
• LLMs for Domain Generation Algorithm Detection
  5 Nov 2024 0 repositories listed
• Mixtures of In-Context Learners
  5 Nov 2024 0 repositories listed
• Transformer-Based Fault-Tolerant Control for Fixed-Wing UAVs Using Knowledge Distillation and In-Context Adaptation
  5 Nov 2024 0 repositories listed
• Defining and Evaluating Physical Safety for Large Language Models
  4 Nov 2024 0 repositories listed
• N-Gram Induction Heads for In-Context RL: Improving Stability and Reducing Data Needs
  4 Nov 2024 0 repositories listed
• Pretrained transformer efficiently learns low-dimensional target functions in-context
  4 Nov 2024 0 repositories listed
• Prompting with Phonemes: Enhancing LLM Multilinguality for non-Latin Script Languages
  4 Nov 2024 0 repositories listed
• Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning
  4 Nov 2024 0 repositories listed
• RuAG: Learned-rule-augmented Generation for Large Language Models
  4 Nov 2024 0 repositories listed
• See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers
  4 Nov 2024 0 repositories listed
• Shortcut Learning in In-Context Learning: A Survey
  4 Nov 2024 0 repositories listed
• TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
  4 Nov 2024 0 repositories listed
• Robust Neural Processes for Noisy Data
  3 Nov 2024 0 repositories listed
• STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing
  1 Nov 2024 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Dynamic Uncertainty Ranking: Enhancing In-Context Learning for Long-Tail Knowledge in LLMs
  31 Oct 2024 0 repositories listed
• In-Context Learned Equalization in Cell-Free Massive MIMO via State-Space Models
  31 Oct 2024 0 repositories listed
• Large Language Models for Patient Comments Multi-Label Classification
  31 Oct 2024 0 repositories listed
• Demo-Craft: Using In-Context Learning to Improve Code Generation in Large Language Models
  30 Oct 2024 0 repositories listed
• EMOTION: Expressive Motion Sequence Generation for Humanoid Robots with In-Context Learning
  30 Oct 2024 0 repositories listed
• Toward Understanding In-context vs. In-weight Learning
  30 Oct 2024 0 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• On the Role of Depth and Looping for In-Context Learning with Task Diversity
  29 Oct 2024 0 repositories listed
• CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models
  28 Oct 2024 0 repositories listed
• Matryoshka: Learning to Drive Black-Box LLMs with LLMs
  28 Oct 2024 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Dynamics as Prompts: In-Context Learning for Sim-to-Real System Identifications
  27 Oct 2024 0 repositories listed
• What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
  27 Oct 2024 0 repositories listed
• Random Policy Enables In-Context Reinforcement Learning within Trust Horizons
  25 Oct 2024 0 repositories listed
• Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code
  24 Oct 2024 0 repositories listed
• GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning
  24 Oct 2024 0 repositories listed
• Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models
  24 Oct 2024 0 repositories listed
• Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks
  23 Oct 2024 0 repositories listed
• Context-aware Prompt Tuning: Advancing In-Context Learning with Adversarial Methods
  22 Oct 2024 0 repositories listed
• Large Language Models are In-context Preference Learners
  22 Oct 2024 0 repositories listed
• Interpreting Affine Recurrence Learning in GPT-style Transformers
  22 Oct 2024 0 repositories listed
• Order Matters: Exploring Order Sensitivity in Multimodal Large Language Models
  22 Oct 2024 0 repositories listed
• A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
  21 Oct 2024 0 repositories listed
• Analyzing Context Contributions in LLM-based Machine Translation
  21 Oct 2024 0 repositories listed
• How Aligned are Generative Models to Humans in High-Stakes Decision-Making?
  20 Oct 2024 0 repositories listed
• LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems
  18 Oct 2024 0 repositories listed
• Provable In-context Learning for Mixture of Linear Regressions using Transformers
  18 Oct 2024 0 repositories listed
• Learning Metadata-Agnostic Representations for Text-to-SQL In-Context Example Selection
  17 Oct 2024 0 repositories listed
• MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs
  17 Oct 2024 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery
  17 Oct 2024 0 repositories listed
• Personalized Adaptation via In-Context Preference Learning
  17 Oct 2024 0 repositories listed
• Repetition Neurons: How Do Language Models Produce Repetitions?
  17 Oct 2024 0 repositories listed
• Retrieval-Enhanced Named Entity Recognition
  17 Oct 2024 0 repositories listed
• Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles
  17 Oct 2024 0 repositories listed
• Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree
  16 Oct 2024 0 repositories listed
• Context-Scaling versus Task-Scaling in In-Context Learning
  16 Oct 2024 0 repositories listed
• Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection
  16 Oct 2024 0 repositories listed
• In-Context Learning Enables Robot Action Prediction in LLMs
  16 Oct 2024 0 repositories listed
• MuVi: Video-to-Music Generation with Semantic Alignment and Rhythmic Synchronization
  16 Oct 2024 0 repositories listed
• BSM: Small but Powerful Biological Sequence Model for Genes and Proteins
  15 Oct 2024 0 repositories listed
• Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent
  15 Oct 2024 0 repositories listed
• Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning
  15 Oct 2024 0 repositories listed
• How Transformers Get Rich: Approximation and Dynamics Analysis
  15 Oct 2024 0 repositories listed
• In-Context Learning for Long-Context Sentiment Analysis on Infrastructure Project Opinions
  15 Oct 2024 0 repositories listed
• On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures
  15 Oct 2024 0 repositories listed
• Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability
  15 Oct 2024 0 repositories listed
• State-space models can learn in-context by gradient descent
  15 Oct 2024 0 repositories listed
• Towards More Effective Table-to-Text Generation: Assessing In-Context Learning and Self-Evaluation with Open-Source Models
  15 Oct 2024 0 repositories listed
• Augmenting In-Context-Learning in LLMs via Automatic Data Labeling and Refinement
  14 Oct 2024 0 repositories listed
• Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing
  14 Oct 2024 0 repositories listed
• Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs
  14 Oct 2024 0 repositories listed
• Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies
  14 Oct 2024 0 repositories listed
• Can In-context Learning Really Generalize to Out-of-distribution Tasks?
  13 Oct 2024 0 repositories listed
• Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
  13 Oct 2024 0 repositories listed
• Power-Softmax: Towards Secure LLM Inference over Encrypted Data
  12 Oct 2024 0 repositories listed
• Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study
  12 Oct 2024 0 repositories listed
• DeepOSets: Non-Autoregressive In-Context Learning of Supervised Learning Operators
  11 Oct 2024 0 repositories listed
• Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models
  11 Oct 2024 0 repositories listed
• On-Chip Learning via Transformer In-Context Learning
  11 Oct 2024 0 repositories listed
• StraGo: Harnessing Strategic Guidance for Prompt Optimization
  11 Oct 2024 0 repositories listed
• Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?
  10 Oct 2024 0 repositories listed
• DemoShapley: Valuation of Demonstrations for In-Context Learning
  10 Oct 2024 0 repositories listed
• Generalization from Starvation: Hints of Universality in LLM Knowledge Graph Learning
  10 Oct 2024 0 repositories listed
• Uncovering Overfitting in Large Language Model Editing
  10 Oct 2024 0 repositories listed
• Generative Model for Less-Resourced Language with 1 billion parameters
  9 Oct 2024 0 repositories listed
• Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
  9 Oct 2024 0 repositories listed
• MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data
  9 Oct 2024 0 repositories listed
• Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning
  8 Oct 2024 0 repositories listed
• ConML: A Universal Meta-Learning Framework with Task-Level Contrastive Learning
  8 Oct 2024 0 repositories listed
• Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
  8 Oct 2024 0 repositories listed
• In-Context Code-Text Learning for Bimodal Software Engineering
  8 Oct 2024 0 repositories listed
• Direct Preference Optimization for LLM-Enhanced Recommendation Systems
  8 Oct 2024 0 repositories listed

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.