Browse State-of-the-Art › In-Context Learning › Papers, page 11

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 11 of 23: papers 1,001 to 1,100 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.

• DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations
  8 Jul 2025 0 repositories listed
• Meta-Learning Transformers to Improve In-Context Generalization
  7 Jul 2025 0 repositories listed
• ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks
  2 Jul 2025 0 repositories listed
• Chain-of-Thought Enhanced Shallow Transformers for Wireless Symbol Detection
  26 Jun 2025 0 repositories listed
• Early Stopping Tabular In-Context Learning
  26 Jun 2025 0 repositories listed
• SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning
  26 Jun 2025 0 repositories listed
• A Modular Multitask Reasoning Framework Integrating Spatio-temporal Models and LLMs
  25 Jun 2025 0 repositories listed
• Automatic Demonstration Selection for LLM-based Tabular Data Classification
  25 Jun 2025 0 repositories listed
• Case-based Reasoning Augmented Large Language Model Framework for Decision Making in Realistic Safety-Critical Driving Scenarios
  25 Jun 2025 0 repositories listed
• How to Retrieve Examples in In-context Learning to Improve Conversational Emotion Recognition using Large Language Models?
  25 Jun 2025 0 repositories listed
• SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models
  25 Jun 2025 0 repositories listed
• From Memories to Maps: Mechanisms of In-Context Reinforcement Learning in Transformers
  24 Jun 2025 0 repositories listed
• AgenticControl: An Automated Control Design Framework Using Large Language Models
  23 Jun 2025 0 repositories listed
• In-Context Learning Strategies Emerge Rationally
  21 Jun 2025 0 repositories listed
• In-Context Learning for Gradient-Free Receiver Adaptation: Principles, Applications, and Theory
  18 Jun 2025 0 repositories listed
• When and How Unlabeled Data Provably Improve In-Context Learning
  18 Jun 2025 0 repositories listed
• Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot
  17 Jun 2025 0 repositories listed
• Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval
  17 Jun 2025 0 repositories listed
• Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation
  16 Jun 2025 0 repositories listed
• Leveraging In-Context Learning for Language Model Agents
  16 Jun 2025 0 repositories listed
• Surprise Calibration for Better In-Context Learning
  15 Jun 2025 0 repositories listed
• Large Language Model-Powered Conversational Agent Delivering Problem-Solving Therapy (PST) for Family Caregivers: Enhancing Empathy and Therapeutic Alliance Using In-Context Learning
  13 Jun 2025 0 repositories listed
• Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods
  12 Jun 2025 0 repositories listed
• Foundation Models for Causal Inference via Prior-Data Fitted Networks
  12 Jun 2025 0 repositories listed
• Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning
  12 Jun 2025 0 repositories listed
• Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning
  11 Jun 2025 0 repositories listed
• Test-Time Adaptation for Generalizable Task Progress Estimation
  11 Jun 2025 0 repositories listed
• Towards Multi-modal Graph Large Language Model
  11 Jun 2025 0 repositories listed
• Factors affecting the in-context learning abilities of LLMs for dialogue state tracking
  10 Jun 2025 0 repositories listed
• Improving LLM Agent Planning with In-Context Learning via Atomic Fact Augmentation and Lookahead Search
  10 Jun 2025 0 repositories listed
• Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations
  10 Jun 2025 0 repositories listed
• Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation
  9 Jun 2025 0 repositories listed
• Federated In-Context Learning: Iterative Refinement for Improved Answer Quality
  9 Jun 2025 0 repositories listed
• Language-Vision Planner and Executor for Text-to-Visual Reasoning
  9 Jun 2025 0 repositories listed
• Mimicking or Reasoning: Rethinking Multi-Modal In-Context Learning in Vision-Language Models
  9 Jun 2025 0 repositories listed
• Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering
  7 Jun 2025 0 repositories listed
• Prompting Wireless Networks: Reinforced In-Context Learning for Power Control
  6 Jun 2025 0 repositories listed
• Transformers Meet In-Context Learning: A Universal Approximation Theory
  5 Jun 2025 0 repositories listed
• Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning
  5 Jun 2025 0 repositories listed
• Neural Network Reprogrammability: A Unified Theme on Model Reprogramming, Prompt Tuning, and Prompt Instruction
  5 Jun 2025 0 repositories listed
• On Automating Security Policies with Contemporary LLMs
  5 Jun 2025 0 repositories listed
• Using In-Context Learning for Automatic Defect Labelling of Display Manufacturing Data
  5 Jun 2025 0 repositories listed
• When can in-context learning generalize out of task distribution?
  5 Jun 2025 0 repositories listed
• Relational reasoning and inductive bias in transformers trained on a transitive inference task
  4 Jun 2025 0 repositories listed
• Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer's Disease Detection
  4 Jun 2025 0 repositories listed
• Does Prompt Design Impact Quality of Data Imputation by LLMs?
  4 Jun 2025 0 repositories listed
• Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds
  3 Jun 2025 0 repositories listed
• Adaptive Task Vectors for Large Language Models
  3 Jun 2025 0 repositories listed
• Large Language Models Can Achieve Explainable and Training-Free One-shot HRRP ATR
  3 Jun 2025 0 repositories listed
• On the Robustness of Tabular Foundation Models: Test-Time Attacks and In-Context Defenses
  3 Jun 2025 0 repositories listed
• A Large Language Model-Supported Threat Modeling Framework for Transportation Cyber-Physical Systems
  1 Jun 2025 0 repositories listed
• Enhancing Speech Instruction Understanding and Disambiguation in Robotics via Speech Prosody
  1 Jun 2025 0 repositories listed
• Towards Predicting Any Human Trajectory In Context
  1 Jun 2025 0 repositories listed
• ArtiScene: Language-Driven Artistic 3D Scene Generation Through Image Intermediary
  31 May 2025 0 repositories listed
• CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning
  31 May 2025 0 repositories listed
• CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer
  30 May 2025 0 repositories listed
• Discl-VC: Disentangled Discrete Tokens and In-Context Learning for Controllable Zero-Shot Voice Conversion
  30 May 2025 0 repositories listed
• Transformers Are Universally Consistent
  30 May 2025 0 repositories listed
• EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models
  29 May 2025 0 repositories listed
• From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs
  29 May 2025 0 repositories listed
• Generating Diverse Training Samples for Relation Extraction with Large Language Models
  29 May 2025 0 repositories listed
• LLM Agents for Bargaining with Utility-based Feedback
  29 May 2025 0 repositories listed
• Neither Stochastic Parroting nor AGI: LLMs Solve Tasks through Context-Directed Extrapolation from Training Data Priors
  29 May 2025 0 repositories listed
• One Task Vector is not Enough: A Large-Scale Study for In-Context Learning
  29 May 2025 0 repositories listed
• Learning World Models for Interactive Video Generation
  28 May 2025 0 repositories listed
• Bridging the Gap: Self-Optimized Fine-Tuning for LLM-based Recommender Systems
  27 May 2025 0 repositories listed
• DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph
  26 May 2025 0 repositories listed
• Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?
  26 May 2025 0 repositories listed
• In-Context Brush: Zero-shot Customized Subject Insertion with Context-Aware Latent Space Manipulation
  26 May 2025 0 repositories listed
• In-context Language Learning for Endangered Languages in Speech Recognition
  26 May 2025 0 repositories listed
• In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts
  26 May 2025 0 repositories listed
• Learning to Select In-Context Demonstration Preferred by Large Language Model
  26 May 2025 0 repositories listed
• Monocle: Hybrid Local-Global In-Context Evaluation for Long-Text Generation with Uncertainty-Based Active Learning
  26 May 2025 0 repositories listed
• The Role of Diversity in In-Context Learning for Large Language Models
  26 May 2025 0 repositories listed
• Optimization-Inspired Few-Shot Adaptation for Large Language Models
  25 May 2025 0 repositories listed
• The Prompt is Mightier than the Example
  24 May 2025 0 repositories listed
• Unifying Attention Heads and Task Vectors via Hidden State Geometry in In-Context Learning
  24 May 2025 0 repositories listed
• Next-token pretraining implies in-context learning
  23 May 2025 0 repositories listed
• An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability
  22 May 2025 0 repositories listed
• Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
  22 May 2025 0 repositories listed
• Boosting In-Context Learning in LLMs Through the Lens of Classical Supervised Learning
  22 May 2025 0 repositories listed
• In-Context Watermarks for Large Language Models
  22 May 2025 0 repositories listed
• IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm Detection
  22 May 2025 0 repositories listed
• Learning Beyond Limits: Multitask Learning and Synthetic Data for Low-Resource Canonical Morpheme Segmentation
  22 May 2025 0 repositories listed
• Unsupervised Prompting for Graph Neural Networks
  22 May 2025 0 repositories listed
• Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories
  21 May 2025 0 repositories listed
• Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector
  21 May 2025 0 repositories listed
• Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation
  21 May 2025 0 repositories listed
• Large Language Models as Computable Approximations to Solomonoff Induction
  21 May 2025 0 repositories listed
• Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
  21 May 2025 0 repositories listed
• DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation
  20 May 2025 0 repositories listed
• EmoGist: Efficient In-Context Learning for Visual Emotion Understanding
  20 May 2025 0 repositories listed
• In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties
  20 May 2025 0 repositories listed
• Mechanistic Fine-tuning for In-context Learning
  20 May 2025 0 repositories listed
• Out-of-Distribution Generalization of In-Context Learning: A Low-Dimensional Subspace Perspective
  20 May 2025 0 repositories listed
• Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization
  20 May 2025 0 repositories listed
• AutoMathKG: The automated mathematical knowledge graph based on LLM and vector database
  19 May 2025 0 repositories listed
• Causal Head Gating: A Framework for Interpreting Roles of Attention Heads in Transformers
  19 May 2025 0 repositories listed
• FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance
  19 May 2025 0 repositories listed
• Improving LLM Outputs Against Jailbreak Attacks with Expert Model Integration
  18 May 2025 0 repositories listed