Browse State-of-the-Art › In-Context Learning › Papers, page 20

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 20 of 23: papers 1,901 to 2,000 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.

• In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization
  22 Feb 2024 0 repositories listed
• Is ChatGPT the Future of Causal Text Mining? A Comprehensive Evaluation and Analysis
  22 Feb 2024 0 repositories listed
• CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory
  21 Feb 2024 0 repositories listed
• Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction
  21 Feb 2024 0 repositories listed
• Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions
  21 Feb 2024 0 repositories listed
• Identifying Semantic Induction Heads to Understand In-Context Learning
  20 Feb 2024 0 repositories listed
• Do Large Language Models Understand Logic or Just Mimick Context?
  19 Feb 2024 0 repositories listed
• Enabling Weak LLMs to Judge Response Reliability via Meta Ranking
  19 Feb 2024 0 repositories listed
• Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations
  19 Feb 2024 0 repositories listed
• In-Context Example Ordering Guided by Label Distributions
  18 Feb 2024 0 repositories listed
• In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness
  18 Feb 2024 0 repositories listed
• Visual In-Context Learning for Large Vision-Language Models
  18 Feb 2024 0 repositories listed
• C-ICL: Contrastive In-context Learning for Information Extraction
  17 Feb 2024 0 repositories listed
• PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models
  17 Feb 2024 0 repositories listed
• Measuring and Reducing LLM Hallucination without Gold-Standard Answers
  16 Feb 2024 0 repositories listed
• Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
  16 Feb 2024 0 repositories listed
• The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
  16 Feb 2024 0 repositories listed
• Understanding In-Context Learning with a Pelican Soup Framework
  16 Feb 2024 0 repositories listed
• Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs
  15 Feb 2024 0 repositories listed
• Bridging Associative Memory and Probabilistic Modeling
  15 Feb 2024 0 repositories listed
• Crafting a Good Prompt or Providing Exemplary Dialogues? A Study of In-Context Learning for Persona-based Dialogue Generation
  15 Feb 2024 0 repositories listed
• Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models
  15 Feb 2024 0 repositories listed
• GrounDial: Human-norm Grounded Safe Dialog Response Generation
  14 Feb 2024 0 repositories listed
• Large Language Model-Based Interpretable Machine Learning Control in Building Energy Systems
  14 Feb 2024 0 repositories listed
• Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning
  12 Feb 2024 0 repositories listed
• Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping
  12 Feb 2024 0 repositories listed
• Text-centric Alignment for Multi-Modality Learning
  12 Feb 2024 0 repositories listed
• Universal Link Predictor By In-Context Learning on Graphs
  12 Feb 2024 0 repositories listed
• In-Context Data Distillation with TabPFN
  10 Feb 2024 0 repositories listed
• On the Out-Of-Distribution Generalization of Multimodal Large Language Models
  9 Feb 2024 0 repositories listed
• In-Context Learning Can Re-learn Forbidden Tasks
  8 Feb 2024 0 repositories listed
• InCoRo: In-Context Learning for Robotics Control with Feedback Loops
  7 Feb 2024 0 repositories listed
• L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models
  7 Feb 2024 0 repositories listed
• In-context learning agents are asymmetric belief updaters
  6 Feb 2024 0 repositories listed
• Automatic Combination of Sample Selection Strategies for Few-Shot Learning
  5 Feb 2024 0 repositories listed
• Enhancing the Stability of LLM-based Speech Generation Systems through Self-Supervised Representations
  5 Feb 2024 0 repositories listed
• MULTI: Multimodal Understanding Leaderboard with Text and Images
  5 Feb 2024 0 repositories listed
• Beyond the Black Box: A Statistical Model for LLM Reasoning and Inference
  5 Feb 2024 0 repositories listed
• A Complete Survey on Contemporary Methods, Emerging Paradigms and Hybrid Approaches for Few-Shot Learning
  5 Feb 2024 0 repositories listed
• Solution-oriented Agent-based Models Generation with Verifier-assisted Iterative In-context Learning
  4 Feb 2024 0 repositories listed
• The Developmental Landscape of In-Context Learning
  4 Feb 2024 0 repositories listed
• A Survey to Recent Progress Towards Understanding In-Context Learning
  3 Feb 2024 0 repositories listed
• SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking
  3 Feb 2024 0 repositories listed
• In-Context Learning for Few-Shot Nested Named Entity Recognition
  2 Feb 2024 0 repositories listed
• Retrieval Augmented End-to-End Spoken Dialog Models
  2 Feb 2024 0 repositories listed
• Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape
  2 Feb 2024 0 repositories listed
• Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data
  1 Feb 2024 0 repositories listed
• Can Large Language Models Understand Context?
  1 Feb 2024 0 repositories listed
• COA-GPT: Generative Pre-trained Transformers for Accelerated Course of Action Development in Military Operations
  1 Feb 2024 0 repositories listed
• Unlearnable Algorithms for In-context Learning
  1 Feb 2024 0 repositories listed
• Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction
  31 Jan 2024 0 repositories listed
• Customizing Language Model Responses with Contrastive In-Context Learning
  30 Jan 2024 0 repositories listed
• Superiority of Multi-Head Attention in In-Context Linear Regression
  30 Jan 2024 0 repositories listed
• Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues
  29 Jan 2024 0 repositories listed
• Vocabulary-Defined Semantics: Latent Space Clustering for Improving In-Context Learning
  29 Jan 2024 0 repositories listed
• Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization
  29 Jan 2024 0 repositories listed
• An Information-Theoretic Analysis of In-Context Learning
  28 Jan 2024 0 repositories listed
• Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning
  26 Jan 2024 0 repositories listed
• Language Modelling Approaches to Adaptive Machine Translation
  25 Jan 2024 0 repositories listed
• Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4
  24 Jan 2024 0 repositories listed
• MaLA-500: Massive Language Adaptation of Large Language Models
  24 Jan 2024 0 repositories listed
• In-context Learning with Retrieved Demonstrations for Language Models: A Survey
  21 Jan 2024 0 repositories listed
• Identifying and Analyzing Task-Encoding Tokens in Large Language Models
  20 Jan 2024 0 repositories listed
• Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation
  18 Jan 2024 0 repositories listed
• Leveraging Biases in Large Language Models: "bias-kNN'' for Effective Few-Shot Learning
  18 Jan 2024 0 repositories listed
• Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions
  16 Jan 2024 0 repositories listed
• The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing
  16 Jan 2024 0 repositories listed
• A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models
  14 Jan 2024 0 repositories listed
• Misconfidence-based Demonstration Selection for LLM In-Context Learning
  12 Jan 2024 0 repositories listed
• POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation
  11 Jan 2024 0 repositories listed Syntology 4 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; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
  11 Jan 2024 0 repositories listed
• Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning
  11 Jan 2024 0 repositories listed
• Leveraging Print Debugging to Improve Code Generation in Large Language Models
  10 Jan 2024 0 repositories listed
• SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
  9 Jan 2024 0 repositories listed
• Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection
  8 Jan 2024 0 repositories listed
• Human-Instruction-Free LLM Self-Alignment with Limited Samples
  6 Jan 2024 0 repositories listed
• Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task
  5 Jan 2024 0 repositories listed
• Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks
  5 Jan 2024 0 repositories listed
• On Scaling Up a Multilingual Vision and Language Model
  1 Jan 2024 0 repositories listed
• The Earth is Flat? Unveiling Factual Errors in Large Language Models
  1 Jan 2024 0 repositories listed
• Grounding-Prompter: Prompting LLM with Multimodal Information for Temporal Sentence Grounding in Long Videos
  28 Dec 2023 0 repositories listed
• Improving In-context Learning via Bidirectional Alignment
  28 Dec 2023 0 repositories listed
• How Robust are LLMs to In-Context Majority Label Bias?
  27 Dec 2023 0 repositories listed
• Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation
  26 Dec 2023 0 repositories listed
• EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data
  25 Dec 2023 0 repositories listed
• Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest
  20 Dec 2023 0 repositories listed
• Can Transformers Learn Sequential Function Classes In Context?
  19 Dec 2023 0 repositories listed
• RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios
  19 Dec 2023 0 repositories listed
• DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation
  18 Dec 2023 0 repositories listed
• Split and Rephrase with Large Language Models
  18 Dec 2023 0 repositories listed
• kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning
  17 Dec 2023 0 repositories listed
• Low-resource classification of mobility functioning information in clinical sentences using large language models
  15 Dec 2023 0 repositories listed
• A Comparative Analysis of Fine-Tuned LLMs and Few-Shot Learning of LLMs for Financial Sentiment Analysis
  14 Dec 2023 0 repositories listed
• Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models
  13 Dec 2023 0 repositories listed
• Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization
  12 Dec 2023 0 repositories listed
• Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection
  12 Dec 2023 0 repositories listed
• ICL Markup: Structuring In-Context Learning using Soft-Token Tags
  12 Dec 2023 0 repositories listed
• Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning
  11 Dec 2023 0 repositories listed
• Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context
  11 Dec 2023 0 repositories listed
• PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching
  9 Dec 2023 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.