Browse State-of-the-Art › In-Context Learning › Papers, page 14

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 14 of 23: papers 1,301 to 1,400 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.

• Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models
  23 Jan 2025 0 repositories listed
• CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification
  21 Jan 2025 0 repositories listed
• Compositional Instruction Following with Language Models and Reinforcement Learning
  21 Jan 2025 0 repositories listed
• Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs
  21 Jan 2025 0 repositories listed
• Trojan Detection Through Pattern Recognition for Large Language Models
  20 Jan 2025 0 repositories listed
• GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems
  18 Jan 2025 0 repositories listed
• Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
  18 Jan 2025 0 repositories listed
• Visual RAG: Expanding MLLM visual knowledge without fine-tuning
  18 Jan 2025 0 repositories listed
• Tabular-TX: Theme-Explanation Structure-based Table Summarization via In-Context Learning
  17 Jan 2025 0 repositories listed
• Perspective Transition of Large Language Models for Solving Subjective Tasks
  16 Jan 2025 0 repositories listed
• Task Vectors in In-Context Learning: Emergence, Formation, and Benefit
  16 Jan 2025 0 repositories listed
• Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning
  15 Jan 2025 0 repositories listed
• Exploring Task-Level Optimal Prompts for Visual In-Context Learning
  15 Jan 2025 0 repositories listed
• SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models
  13 Jan 2025 0 repositories listed
• An efficient approach to represent enterprise web application structure using Large Language Model in the service of Intelligent Quality Engineering
  12 Jan 2025 0 repositories listed
• Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding
  9 Jan 2025 0 repositories listed
• What Matters for In-Context Learning: A Balancing Act of Look-up and In-Weight Learning
  9 Jan 2025 0 repositories listed
• Efficient and Responsible Adaptation of Large Language Models for Robust and Equitable Top-k Recommendations
  8 Jan 2025 0 repositories listed
• ZSVC: Zero-shot Style Voice Conversion with Disentangled Latent Diffusion Models and Adversarial Training
  8 Jan 2025 0 repositories listed
• More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
  7 Jan 2025 0 repositories listed
• A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval
  6 Jan 2025 0 repositories listed
• Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models
  3 Jan 2025 0 repositories listed
• Learning Spectral Methods by Transformers
  2 Jan 2025 0 repositories listed
• ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning
  2 Jan 2025 0 repositories listed
• ChatHuman: Chatting about 3D Humans with Tools
  1 Jan 2025 0 repositories listed
• On the Out-Of-Distribution Generalization of Large Multimodal Models
  1 Jan 2025 0 repositories listed
• Self-Evolving Visual Concept Library using Vision-Language Critics
  1 Jan 2025 0 repositories listed
• Unified Medical Lesion Segmentation via Self-referring Indicator
  1 Jan 2025 0 repositories listed
• Unraveling Indirect In-Context Learning Using Influence Functions
  1 Jan 2025 0 repositories listed
• ICLR: In-Context Learning of Representations
  29 Dec 2024 0 repositories listed
• Towards Neural No-Resource Language Translation: A Comparative Evaluation of Approaches
  29 Dec 2024 0 repositories listed
• TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
  27 Dec 2024 0 repositories listed
• Let the Fuzzy Rule Speak: Enhancing In-context Learning Debiasing with Interpretability
  26 Dec 2024 0 repositories listed
• SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values
  26 Dec 2024 0 repositories listed
• TextMatch: Enhancing Image-Text Consistency Through Multimodal Optimization
  24 Dec 2024 0 repositories listed
• The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting
  23 Dec 2024 0 repositories listed
• Revisiting In-Context Learning with Long Context Language Models
  22 Dec 2024 0 repositories listed
• Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
  21 Dec 2024 0 repositories listed Syntology 0 ran · 3 unverified (of 3 harvested samples)
• Can Input Attributions Interpret the Inductive Reasoning Process Elicited in In-Context Learning?
  20 Dec 2024 0 repositories listed
• Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification
  20 Dec 2024 0 repositories listed
• Conceptual In-Context Learning and Chain of Concepts: Solving Complex Conceptual Problems Using Large Language Models
  19 Dec 2024 0 repositories listed
• Relational Programming with Foundation Models
  19 Dec 2024 0 repositories listed
• LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning
  18 Dec 2024 0 repositories listed
• In-Context Learning Distillation for Efficient Few-Shot Fine-Tuning
  17 Dec 2024 0 repositories listed
• In-context learning for medical image segmentation
  17 Dec 2024 0 repositories listed
• Jailbreaking? One Step Is Enough!
  17 Dec 2024 0 repositories listed
• Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL
  17 Dec 2024 0 repositories listed
• Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning
  16 Dec 2024 0 repositories listed
• ColorFlow: Retrieval-Augmented Image Sequence Colorization
  16 Dec 2024 0 repositories listed
• Emergence of Abstractions: Concept Encoding and Decoding Mechanism for In-Context Learning in Transformers
  16 Dec 2024 0 repositories listed
• PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
  16 Dec 2024 0 repositories listed
• Understanding Knowledge Hijack Mechanism in In-context Learning through Associative Memory
  16 Dec 2024 0 repositories listed
• Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning
  14 Dec 2024 0 repositories listed
• No Free Lunch for Defending Against Prefilling Attack by In-Context Learning
  13 Dec 2024 0 repositories listed
• Align, Generate, Learn: A Novel Closed-Loop Framework for Cross-Lingual In-Context Learning
  12 Dec 2024 0 repositories listed
• Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning
  12 Dec 2024 0 repositories listed
• Federated In-Context LLM Agent Learning
  11 Dec 2024 0 repositories listed
• In-Context Learning with Topological Information for Knowledge Graph Completion
  11 Dec 2024 0 repositories listed
• Using Large Language Models for Parametric Shape Optimization
  11 Dec 2024 0 repositories listed
• DRUM: Learning Demonstration Retriever for Large MUlti-modal Models
  10 Dec 2024 0 repositories listed
• A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension
  9 Dec 2024 0 repositories listed
• Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective
  8 Dec 2024 0 repositories listed
• Can the Rookies Cut the Tough Cookie? Exploring the Use of LLMs for SQL Equivalence Checking
  7 Dec 2024 0 repositories listed
• PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks
  7 Dec 2024 0 repositories listed
• REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments
  6 Dec 2024 0 repositories listed
• Demonstration Selection for In-Context Learning via Reinforcement Learning
  5 Dec 2024 0 repositories listed
• Improving LLM Group Fairness on Tabular Data via In-Context Learning
  5 Dec 2024 0 repositories listed
• The broader spectrum of in-context learning
  5 Dec 2024 0 repositories listed
• Intent-driven In-context Learning for Few-shot Dialogue State Tracking
  4 Dec 2024 0 repositories listed
• A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis
  3 Dec 2024 0 repositories listed
• CPP-UT-Bench: Can LLMs Write Complex Unit Tests in C++?
  3 Dec 2024 0 repositories listed
• Minimization of Boolean Complexity in In-Context Concept Learning
  3 Dec 2024 0 repositories listed
• CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search
  2 Dec 2024 0 repositories listed
• RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks
  2 Dec 2024 0 repositories listed
• Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation
  2 Dec 2024 0 repositories listed
• Table Integration in Data Lakes Unleashed: Pairwise Integrability Judgment, Integrable Set Discovery, and Multi-Tuple Conflict Resolution
  30 Nov 2024 0 repositories listed
• In-Context Learning with Noisy Labels
  29 Nov 2024 0 repositories listed
• SSDM 2.0: Time-Accurate Speech Rich Transcription with Non-Fluencies
  29 Nov 2024 0 repositories listed
• ICLERB: In-Context Learning Embedding and Reranker Benchmark
  28 Nov 2024 0 repositories listed
• Curriculum Demonstration Selection for In-Context Learning
  27 Nov 2024 0 repositories listed
• Differential learning kinetics govern the transition from memorization to generalization during in-context learning
  27 Nov 2024 0 repositories listed
• Graph Canvas for Controllable 3D Scene Generation
  27 Nov 2024 0 repositories listed
• MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation
  26 Nov 2024 0 repositories listed
• On the ERM Principle in Meta-Learning
  26 Nov 2024 0 repositories listed
• "Stupid robot, I want to speak to a human!" User Frustration Detection in Task-Oriented Dialog Systems
  26 Nov 2024 0 repositories listed
• MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing
  25 Nov 2024 0 repositories listed
• Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training
  25 Nov 2024 0 repositories listed
• From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set
  23 Nov 2024 0 repositories listed
• From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars
  23 Nov 2024 0 repositories listed
• Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models
  22 Nov 2024 0 repositories listed
• Instant Policy: In-Context Imitation Learning via Graph Diffusion
  19 Nov 2024 0 repositories listed
• LaVin-DiT: Large Vision Diffusion Transformer
  18 Nov 2024 0 repositories listed
• Re-examining learning linear functions in context
  18 Nov 2024 0 repositories listed
• Improving Tool Retrieval by Leveraging Large Language Models for Query Generation
  17 Nov 2024 0 repositories listed
• Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering
  17 Nov 2024 0 repositories listed
• IntentGPT: Few-shot Intent Discovery with Large Language Models
  16 Nov 2024 0 repositories listed
• One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
  16 Nov 2024 0 repositories listed
• Does Prompt Formatting Have Any Impact on LLM Performance?
  15 Nov 2024 0 repositories listed
• Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
  15 Nov 2024 0 repositories listed
• On the Privacy Risk of In-context Learning
  15 Nov 2024 0 repositories listed

Syntology lines on 1 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.