Browse State-of-the-Art › In-Context Learning › Papers, page 13

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 13 of 23: papers 1,201 to 1,300 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.

• Cultural Alignment in Large Language Models Using Soft Prompt Tuning
  20 Mar 2025 0 repositories listed
• Transformer-based Wireless Symbol Detection Over Fading Channels
  20 Mar 2025 0 repositories listed
• GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction
  19 Mar 2025 0 repositories listed
• A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models
  17 Mar 2025 0 repositories listed
• Edit Transfer: Learning Image Editing via Vision In-Context Relations
  17 Mar 2025 0 repositories listed
• Mitigating Cross-Modal Distraction and Ensuring Geometric Feasibility via Affordance-Guided, Self-Consistent MLLMs for Food Preparation Task Planning
  17 Mar 2025 0 repositories listed
• Quantifying Interpretability in CLIP Models with Concept Consistency
  14 Mar 2025 0 repositories listed
• Test-Time Training Provably Improves Transformers as In-context Learners
  14 Mar 2025 0 repositories listed
• Hybrid Agents for Image Restoration
  13 Mar 2025 0 repositories listed
• RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models
  13 Mar 2025 0 repositories listed Syntology 0 ran · 2 unverified (of 2 harvested samples)
• Understanding the Logical Capabilities of Large Language Models via Out-of-Context Representation Learning
  13 Mar 2025 0 repositories listed
• In-Context Defense in Computer Agents: An Empirical Study
  12 Mar 2025 0 repositories listed
• N2C2: Nearest Neighbor Enhanced Confidence Calibration for Cross-Lingual In-Context Learning
  12 Mar 2025 0 repositories listed
• Training Plug-n-Play Knowledge Modules with Deep Context Distillation
  11 Mar 2025 0 repositories listed
• LLMIdxAdvis: Resource-Efficient Index Advisor Utilizing Large Language Model
  10 Mar 2025 0 repositories listed
• Strategies for political-statement segmentation and labelling in unstructured text
  10 Mar 2025 0 repositories listed
• Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
  9 Mar 2025 0 repositories listed
• Simulating and Analysing Human Survey Responses with Large Language Models: A Case Study in Energy Stated Preference
  7 Mar 2025 0 repositories listed
• From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning
  7 Mar 2025 0 repositories listed
• Are Large Language Models Good In-context Learners for Financial Sentiment Analysis?
  6 Mar 2025 0 repositories listed
• Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents
  5 Mar 2025 0 repositories listed
• Psy-Insight: Explainable Multi-turn Bilingual Dataset for Mental Health Counseling
  5 Mar 2025 0 repositories listed
• Targeted Distillation for Sentiment Analysis
  5 Mar 2025 0 repositories listed
• PanguIR Technical Report for NTCIR-18 AEOLLM Task
  4 Mar 2025 0 repositories listed
• Scaling Laws for Many-Shot In-Context Learning with Self-Generated Annotations
  4 Mar 2025 0 repositories listed
• Dementia Insights: A Context-Based MultiModal Approach
  3 Mar 2025 0 repositories listed
• In-context Learning vs. Instruction Tuning: The Case of Small and Multilingual Language Models
  3 Mar 2025 0 repositories listed
• On the Power of Context-Enhanced Learning in LLMs
  3 Mar 2025 0 repositories listed
• Synthetic data enables context-aware bioacoustic sound event detection
  1 Mar 2025 0 repositories listed
• Delta-WKV: A Novel Meta-in-Context Learner for MRI Super-Resolution
  28 Feb 2025 0 repositories listed
• Emergent Abilities in Large Language Models: A Survey
  28 Feb 2025 0 repositories listed
• DataMan: Data Manager for Pre-training Large Language Models
  26 Feb 2025 0 repositories listed
• END: Early Noise Dropping for Efficient and Effective Context Denoising
  26 Feb 2025 0 repositories listed
• Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers
  25 Feb 2025 0 repositories listed
• A Closer Look at TabPFN v2: Strength, Limitation, and Extension
  24 Feb 2025 0 repositories listed
• In-context learning of evolving data streams with tabular foundational models
  24 Feb 2025 0 repositories listed
• Intermediate Languages Matter: Formal Choice Drives Neurosymbolic LLM Reasoning
  24 Feb 2025 0 repositories listed
• Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization
  24 Feb 2025 0 repositories listed
• Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming
  22 Feb 2025 0 repositories listed
• ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models
  22 Feb 2025 0 repositories listed
• Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search
  21 Feb 2025 0 repositories listed
• MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning
  21 Feb 2025 0 repositories listed
• On the Robustness of Transformers against Context Hijacking for Linear Classification
  21 Feb 2025 0 repositories listed
• Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning
  21 Feb 2025 0 repositories listed
• Affinity and Diversity: A Unified Metric for Demonstration Selection via Internal Representations
  20 Feb 2025 0 repositories listed
• Bridging the Gap: Transforming Natural Language Questions into SQL Queries via Abstract Query Pattern and Contextual Schema Markup
  20 Feb 2025 0 repositories listed
• LIFT: Improving Long Context Understanding of Large Language Models through Long Input Fine-Tuning
  20 Feb 2025 0 repositories listed
• Rapid Word Learning Through Meta In-Context Learning
  20 Feb 2025 0 repositories listed Syntology 4 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Towards Secure Program Partitioning for Smart Contracts with LLM's In-Context Learning
  20 Feb 2025 0 repositories listed
• Are Large Language Models In-Context Graph Learners?
  19 Feb 2025 0 repositories listed
• D.Va: Validate Your Demonstration First Before You Use It
  19 Feb 2025 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding
  19 Feb 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models
  17 Feb 2025 0 repositories listed
• Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning
  17 Feb 2025 0 repositories listed
• Plant in Cupboard, Orange on Rably, Inat Aphone. Benchmarking Incremental Learning of Situation and Language Model using a Text-Simulated Situated Environment
  17 Feb 2025 0 repositories listed
• SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL
  17 Feb 2025 0 repositories listed
• Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs
  17 Feb 2025 0 repositories listed
• LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning
  16 Feb 2025 0 repositories listed
• Lost in the Passage: Passage-level In-context Learning Does Not Necessarily Need a "Passage"
  15 Feb 2025 0 repositories listed
• MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?
  14 Feb 2025 0 repositories listed
• Solving Empirical Bayes via Transformers
  14 Feb 2025 0 repositories listed
• Task Generalization With AutoRegressive Compositional Structure: Can Learning From ̣ Tasks Generalize to ᵀ Tasks?
  13 Feb 2025 0 repositories listed
• Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning
  13 Feb 2025 0 repositories listed
• AuPair: Golden Example Pairs for Code Repair
  12 Feb 2025 0 repositories listed
• In-Context Learning of Linear Dynamical Systems with Transformers: Error Bounds and Depth-Separation
  12 Feb 2025 0 repositories listed
• The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models
  11 Feb 2025 0 repositories listed
• DebateBench: A Challenging Long Context Reasoning Benchmark For Large Language Models
  10 Feb 2025 0 repositories listed
• EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Networks
  10 Feb 2025 0 repositories listed
• MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations
  10 Feb 2025 0 repositories listed
• Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During Training
  9 Feb 2025 0 repositories listed
• TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
  8 Feb 2025 0 repositories listed
• Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture
  7 Feb 2025 0 repositories listed
• In-context denoising with one-layer transformers: connections between attention and associative memory retrieval
  7 Feb 2025 0 repositories listed
• Technical Debt in In-Context Learning: Diminishing Efficiency in Long Context
  7 Feb 2025 0 repositories listed
• BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation
  6 Feb 2025 0 repositories listed
• Exploring Imbalanced Annotations for Effective In-Context Learning
  6 Feb 2025 0 repositories listed
• Analyzing limits for in-context learning
  5 Feb 2025 0 repositories listed
• Is In-Context Universality Enough? MLPs are Also Universal In-Context
  5 Feb 2025 0 repositories listed
• OmniRL: In-Context Reinforcement Learning by Large-Scale Meta-Training in Randomized Worlds
  5 Feb 2025 0 repositories listed
• Path Planning for Masked Diffusion Model Sampling
  5 Feb 2025 0 repositories listed
• Scalable In-Context Learning on Tabular Data via Retrieval-Augmented Large Language Models
  5 Feb 2025 0 repositories listed
• TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems
  4 Feb 2025 0 repositories listed
• The in-context inductive biases of vision-language models differ across modalities
  3 Feb 2025 0 repositories listed
• LLM-based event log analysis techniques: A survey
  2 Feb 2025 0 repositories listed
• Vision-centric Token Compression in Large Language Model
  2 Feb 2025 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
  1 Feb 2025 0 repositories listed
• Differentially Private In-context Learning via Sampling Few-shot Mixed with Zero-shot Outputs
  31 Jan 2025 0 repositories listed
• On the Role of Transformer Feed-Forward Layers in Nonlinear In-Context Learning
  30 Jan 2025 0 repositories listed
• Leveraging In-Context Learning and Retrieval-Augmented Generation for Automatic Question Generation in Educational Domains
  29 Jan 2025 0 repositories listed
• Shared DIFF Transformer
  29 Jan 2025 0 repositories listed
• VoicePrompter: Robust Zero-Shot Voice Conversion with Voice Prompt and Conditional Flow Matching
  29 Jan 2025 0 repositories listed
• Detecting Zero-Day Attacks in Digital Substations via In-Context Learning
  27 Jan 2025 0 repositories listed
• GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design
  27 Jan 2025 0 repositories listed
• How well can LLMs Grade Essays in Arabic?
  27 Jan 2025 0 repositories listed
• Training Dynamics of In-Context Learning in Linear Attention
  27 Jan 2025 0 repositories listed
• AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement
  26 Jan 2025 0 repositories listed
• New Evaluation Paradigm for Lexical Simplification
  25 Jan 2025 0 repositories listed
• OptiSeq: Ordering Examples On-The-Fly for In-Context Learning
  25 Jan 2025 0 repositories listed
• Prompt-Based Cost-Effective Evaluation and Operation of ChatGPT as a Computer Programming Teaching Assistant
  24 Jan 2025 0 repositories listed
• EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents
  23 Jan 2025 0 repositories listed

Syntology lines on 5 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.