Browse State-of-the-Art › In-Context Learning › Papers, page 12

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 12 of 23: papers 1,101 to 1,200 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.

• Do different prompting methods yield a common task representation in language models?
  17 May 2025 0 repositories listed
• Induction Head Toxicity Mechanistically Explains Repetition Curse in Large Language Models
  17 May 2025 0 repositories listed
• Transformer learns the cross-task prior and regularization for in-context learning
  17 May 2025 0 repositories listed
• Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning
  16 May 2025 0 repositories listed
• When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs
  16 May 2025 0 repositories listed
• Feasibility with Language Models for Open-World Compositional Zero-Shot Learning
  16 May 2025 0 repositories listed
• A Survey on Large Language Models in Multimodal Recommender Systems
  14 May 2025 0 repositories listed
• Predictability Shapes Adaptation: An Evolutionary Perspective on Modes of Learning in Transformers
  14 May 2025 0 repositories listed
• Towards Fair In-Context Learning with Tabular Foundation Models
  14 May 2025 0 repositories listed
• Automated Meta Prompt Engineering for Alignment with the Theory of Mind
  13 May 2025 0 repositories listed
• NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context
  13 May 2025 0 repositories listed
• Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing
  13 May 2025 0 repositories listed
• Tests as Prompt: A Test-Driven-Development Benchmark for LLM Code Generation
  13 May 2025 0 repositories listed
• Incomplete In-context Learning
  12 May 2025 0 repositories listed
• Spoken Language Understanding on Unseen Tasks With In-Context Learning
  12 May 2025 0 repositories listed
• Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification
  9 May 2025 0 repositories listed
• Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring
  9 May 2025 0 repositories listed
• Turbo-ICL: In-Context Learning-Based Turbo Equalization
  9 May 2025 0 repositories listed
• EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution
  8 May 2025 0 repositories listed
• RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection
  8 May 2025 0 repositories listed
• In-Context Learning for Label-Efficient Cancer Image Classification in Oncology
  8 May 2025 0 repositories listed
• Rethinking Invariance in In-context Learning
  8 May 2025 0 repositories listed
• The Pitfalls of Growing Group Complexity: LLMs and Social Choice-Based Aggregation for Group Recommendations
  8 May 2025 0 repositories listed
• Understanding In-context Learning of Addition via Activation Subspaces
  8 May 2025 0 repositories listed
• CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies
  7 May 2025 0 repositories listed
• PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation
  6 May 2025 0 repositories listed
• Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions
  6 May 2025 0 repositories listed
• Bye-bye, Bluebook? Automating Legal Procedure with Large Language Models
  5 May 2025 0 repositories listed
• Retrieval-augmented in-context learning for multimodal large language models in disease classification
  4 May 2025 0 repositories listed
• What do Language Model Probabilities Represent? From Distribution Estimation to Response Prediction
  4 May 2025 0 repositories listed
• BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models
  3 May 2025 0 repositories listed
• New News: System-2 Fine-tuning for Robust Integration of New Knowledge
  3 May 2025 0 repositories listed
• Vision and Intention Boost Large Language Model in Long-Term Action Anticipation
  3 May 2025 0 repositories listed
• MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning
  2 May 2025 0 repositories listed
• On the generalization of language models from in-context learning and finetuning: a controlled study
  1 May 2025 0 repositories listed
• AdaptMI: Adaptive Skill-based In-context Math Instruction for Small Language Models
  30 Apr 2025 0 repositories listed
• COSMOS: Predictable and Cost-Effective Adaptation of LLMs
  30 Apr 2025 0 repositories listed
• In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification
  30 Apr 2025 0 repositories listed
• AlignDiT: Multimodal Aligned Diffusion Transformer for Synchronized Speech Generation
  29 Apr 2025 0 repositories listed
• On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks
  29 Apr 2025 0 repositories listed
• Efficient Domain-adaptive Continual Pretraining for the Process Industry in the German Language
  28 Apr 2025 0 repositories listed
• Does Knowledge Distillation Matter for Large Language Model based Bundle Generation?
  24 Apr 2025 0 repositories listed
• In-Context Learning can distort the relationship between sequence likelihoods and biological fitness
  23 Apr 2025 0 repositories listed
• From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning
  22 Apr 2025 0 repositories listed
• How Private is Your Attention? Bridging Privacy with In-Context Learning
  22 Apr 2025 0 repositories listed
• Investigating LLMs in Clinical Triage: Promising Capabilities, Persistent Intersectional Biases
  22 Apr 2025 0 repositories listed
• Automated Measurement of Eczema Severity with Self-Supervised Learning
  21 Apr 2025 0 repositories listed
• LLMs as Data Annotators: How Close Are We to Human Performance
  21 Apr 2025 0 repositories listed
• LLM-Enabled In-Context Learning for Data Collection Scheduling in UAV-assisted Sensor Networks
  20 Apr 2025 0 repositories listed
• Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization
  19 Apr 2025 0 repositories listed
• Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models
  19 Apr 2025 0 repositories listed
• Scaling sparse feature circuit finding for in-context learning
  18 Apr 2025 0 repositories listed
• Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation
  17 Apr 2025 0 repositories listed
• Exact Learning Dynamics of In-Context Learning in Linear Transformers and Its Application to Non-Linear Transformers
  17 Apr 2025 0 repositories listed
• Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models
  17 Apr 2025 0 repositories listed
• Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation
  16 Apr 2025 0 repositories listed
• On Linear Representations and Pretraining Data Frequency in Language Models
  16 Apr 2025 0 repositories listed
• Selective Demonstration Retrieval for Improved Implicit Hate Speech Detection
  16 Apr 2025 0 repositories listed
• Improving Instruct Models for Free: A Study on Partial Adaptation
  15 Apr 2025 0 repositories listed
• LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation
  15 Apr 2025 0 repositories listed
• Tabular foundation model to detect empathy from visual cues
  15 Apr 2025 0 repositories listed
• Assessing Judging Bias in Large Reasoning Models: An Empirical Study
  14 Apr 2025 0 repositories listed
• Can LLMs handle WebShell detection? Overcoming Detection Challenges with Behavioral Function-Aware Framework
  14 Apr 2025 0 repositories listed
• Integrating Large Language Models for Automated Structural Analysis
  13 Apr 2025 0 repositories listed
• Mitigating Many-Shot Jailbreaking
  13 Apr 2025 0 repositories listed
• Knowledge Graph-extended Retrieval Augmented Generation for Question Answering
  11 Apr 2025 0 repositories listed
• Investigating Vision-Language Model for Point Cloud-based Vehicle Classification
  10 Apr 2025 0 repositories listed
• VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning
  10 Apr 2025 0 repositories listed
• Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning
  9 Apr 2025 0 repositories listed
• From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models
  8 Apr 2025 0 repositories listed
• Decoding Recommendation Behaviors of In-Context Learning LLMs Through Gradient Descent
  6 Apr 2025 0 repositories listed
• Gating is Weighting: Understanding Gated Linear Attention through In-context Learning
  6 Apr 2025 0 repositories listed
• ZeroED: Hybrid Zero-shot Error Detection through Large Language Model Reasoning
  6 Apr 2025 0 repositories listed
• BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking
  3 Apr 2025 0 repositories listed
• Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence
  3 Apr 2025 0 repositories listed
• The Dual-Route Model of Induction
  3 Apr 2025 0 repositories listed
• InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation
  2 Apr 2025 0 repositories listed
• Agentic Multimodal AI for Hyperpersonalized B2B and B2C Advertising in Competitive Markets: An AI-Driven Competitive Advertising Framework
  1 Apr 2025 0 repositories listed
• Context-Aware Human Behavior Prediction Using Multimodal Large Language Models: Challenges and Insights
  1 Apr 2025 0 repositories listed
• Repetitions are not all alike: distinct mechanisms sustain repetition in language models
  1 Apr 2025 0 repositories listed
• An extension of linear self-attention for in-context learning
  31 Mar 2025 0 repositories listed
• Exploring In-Context Learning Capabilities of ChatGPT for Pathological Speech Detection
  31 Mar 2025 0 repositories listed
• Implicit In-Context Learning: Evidence from Artificial Language Experiments
  31 Mar 2025 0 repositories listed
• MiZero: The Shadowy Defender Against Text Style Infringements
  30 Mar 2025 0 repositories listed
• Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use
  29 Mar 2025 0 repositories listed
• Generative Reliability-Based Design Optimization Using In-Context Learning Capabilities of Large Language Models
  28 Mar 2025 0 repositories listed
• Post-Incorporating Code Structural Knowledge into LLMs via In-Context Learning for Code Translation
  28 Mar 2025 0 repositories listed
• Resona: Improving Context Copying in Linear Recurrence Models with Retrieval
  28 Mar 2025 0 repositories listed
• Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection
  27 Mar 2025 0 repositories listed
• Monte Carlo Sampling for Analyzing In-Context Examples
  27 Mar 2025 0 repositories listed
• Rethinking Graph Structure Learning in the Era of LLMs
  27 Mar 2025 0 repositories listed
• Hacia la interpretabilidad de la detección anticipada de riesgos de depresión utilizando grandes modelos de lenguaje
  26 Mar 2025 0 repositories listed
• Experience Replay Addresses Loss of Plasticity in Continual Learning
  25 Mar 2025 0 repositories listed
• Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking
  25 Mar 2025 0 repositories listed
• Optimization through In-Context Learning and Iterative LLM Prompting for Nuclear Engineering Design Problems
  25 Mar 2025 0 repositories listed
• Show and Segment: Universal Medical Image Segmentation via In-Context Learning
  25 Mar 2025 0 repositories listed
• "Whose Side Are You On?" Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection
  23 Mar 2025 0 repositories listed
• Satisfactory Medical Consultation based on Terminology-Enhanced Information Retrieval and Emotional In-Context Learning
  22 Mar 2025 0 repositories listed
• When Debate Fails: Bias Reinforcement in Large Language Models
  21 Mar 2025 0 repositories listed
• A Recipe for Generating 3D Worlds From a Single Image
  20 Mar 2025 0 repositories listed