Browse State-of-the-Art › In-Context Learning › Papers, page 16

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 16 of 23: papers 1,501 to 1,600 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.

• Density estimation with LLMs: a geometric investigation of in-context learning trajectories
  7 Oct 2024 0 repositories listed
• LLMs Are In-Context Bandit Reinforcement Learners
  7 Oct 2024 0 repositories listed
• Transformers learn variable-order Markov chains in-context
  7 Oct 2024 0 repositories listed
• GAMformer: In-Context Learning for Generalized Additive Models
  6 Oct 2024 0 repositories listed
• Inference Scaling for Long-Context Retrieval Augmented Generation
  6 Oct 2024 0 repositories listed
• Data-Efficient Massive Tool Retrieval: A Reinforcement Learning Approach for Query-Tool Alignment with Language Models
  4 Oct 2024 0 repositories listed
• On Unsupervised Prompt Learning for Classification with Black-box Language Models
  4 Oct 2024 0 repositories listed
• Zebra: In-Context and Generative Pretraining for Solving Parametric PDEs
  4 Oct 2024 0 repositories listed
• Calibrate to Discriminate: Improve In-Context Learning with Label-Free Comparative Inference
  3 Oct 2024 0 repositories listed
• GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning
  3 Oct 2024 0 repositories listed
• IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models
  3 Oct 2024 0 repositories listed
• Large Language Models as Markov Chains
  3 Oct 2024 0 repositories listed
• Simplicity bias and optimization threshold in two-layer ReLU networks
  3 Oct 2024 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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis
  3 Oct 2024 0 repositories listed
• Agent-Driven Large Language Models for Mandarin Lyric Generation
  2 Oct 2024 0 repositories listed
• Disentangling Latent Shifts of In-Context Learning Through Self-Training
  2 Oct 2024 0 repositories listed
• Endless Jailbreaks with Bijection Learning
  2 Oct 2024 0 repositories listed
• ENTP: Encoder-only Next Token Prediction
  2 Oct 2024 0 repositories listed
• Intent Detection in the Age of LLMs
  2 Oct 2024 0 repositories listed
• Long-range gene expression prediction with token alignment of large language model
  2 Oct 2024 0 repositories listed
• Mitigating Copy Bias in In-Context Learning through Neuron Pruning
  2 Oct 2024 0 repositories listed
• Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models
  2 Oct 2024 0 repositories listed
• Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting
  2 Oct 2024 0 repositories listed
• Embedding-based statistical inference on generative models
  1 Oct 2024 0 repositories listed
• Exploring the Learning Capabilities of Language Models using LEVERWORLDS
  1 Oct 2024 0 repositories listed
• From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
  1 Oct 2024 0 repositories listed
• Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done!
  30 Sep 2024 0 repositories listed
• Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis
  30 Sep 2024 0 repositories listed
• Unsupervised Human Preference Learning
  30 Sep 2024 0 repositories listed
• Efficient Long-Form Speech Recognition for General Speech In-Context Learning
  29 Sep 2024 0 repositories listed
• AER-LLM: Ambiguity-aware Emotion Recognition Leveraging Large Language Models
  26 Sep 2024 0 repositories listed
• A Few Hypocrites: Few-Shot Learning and Subtype Definitions for Detecting Hypocrisy Accusations in Online Climate Change Debates
  25 Sep 2024 0 repositories listed
• Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition
  25 Sep 2024 0 repositories listed
• Do the Right Thing, Just Debias! Multi-Category Bias Mitigation Using LLMs
  24 Sep 2024 0 repositories listed
• Instruction Tuning Vs. In-Context Learning: Revisiting Large Language Models in Few-Shot Computational Social Science
  23 Sep 2024 0 repositories listed
• Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions
  22 Sep 2024 0 repositories listed
• Enhancing Advanced Visual Reasoning Ability of Large Language Models
  21 Sep 2024 0 repositories listed
• LLM for Everyone: Representing the Underrepresented in Large Language Models
  20 Sep 2024 0 repositories listed
• Exploring Large Language Models for Product Attribute Value Identification
  19 Sep 2024 0 repositories listed
• FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists
  19 Sep 2024 0 repositories listed
• Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels
  19 Sep 2024 0 repositories listed
• ARTICLE: Annotator Reliability Through In-Context Learning
  18 Sep 2024 0 repositories listed
• LEMMo-Plan: LLM-Enhanced Learning from Multi-Modal Demonstration for Planning Sequential Contact-Rich Manipulation Tasks
  18 Sep 2024 0 repositories listed
• Semformer: Transformer Language Models with Semantic Planning
  17 Sep 2024 0 repositories listed
• Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis
  17 Sep 2024 0 repositories listed
• Towards No-Code Programming of Cobots: Experiments with Code Synthesis by Large Code Models for Conversational Programming
  17 Sep 2024 0 repositories listed
• Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization
  16 Sep 2024 0 repositories listed
• From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs
  16 Sep 2024 0 repositories listed
• SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
  16 Sep 2024 0 repositories listed
• Language Models "Grok" to Copy
  14 Sep 2024 0 repositories listed
• LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation
  13 Sep 2024 0 repositories listed
• LLM-based Weak Supervision Framework for Query Intent Classification in Video Search
  13 Sep 2024 0 repositories listed
• MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications
  11 Sep 2024 0 repositories listed
• Inference is All You Need: Self Example Retriever for Cross-domain Dialogue State Tracking with ChatGPT
  10 Sep 2024 0 repositories listed
• Quantifying and Enabling the Interpretability of CLIP-like Models
  10 Sep 2024 0 repositories listed
• Seek and Solve Reasoning for Table Question Answering
  9 Sep 2024 0 repositories listed
• Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers
  9 Sep 2024 0 repositories listed
• Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers
  6 Sep 2024 0 repositories listed
• Visual Prompting in Multimodal Large Language Models: A Survey
  5 Sep 2024 0 repositories listed
• Efficient LLM Context Distillation
  3 Sep 2024 0 repositories listed
• Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs
  3 Sep 2024 0 repositories listed
• Think Twice Before Recognizing: Large Multimodal Models for General Fine-grained Traffic Sign Recognition
  3 Sep 2024 0 repositories listed
• Membership Inference Attacks Against In-Context Learning
  2 Sep 2024 0 repositories listed
• PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science
  2 Sep 2024 0 repositories listed
• AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning
  30 Aug 2024 0 repositories listed
• DriveGenVLM: Real-world Video Generation for Vision Language Model based Autonomous Driving
  29 Aug 2024 0 repositories listed
• Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games
  28 Aug 2024 0 repositories listed
• Harnessing the Intrinsic Knowledge of Pretrained Language Models for Challenging Text Classification Settings
  28 Aug 2024 0 repositories listed
• Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning
  28 Aug 2024 0 repositories listed
• Epidemic Information Extraction for Event-Based Surveillance using Large Language Models
  26 Aug 2024 0 repositories listed
• Focused Large Language Models are Stable Many-Shot Learners
  26 Aug 2024 0 repositories listed
• MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
  26 Aug 2024 0 repositories listed
• Probing Causality Manipulation of Large Language Models
  26 Aug 2024 0 repositories listed
• Preliminary Investigations of a Multi-Faceted Robust and Synergistic Approach in Semiconductor Electron Micrograph Analysis: Integrating Vision Transformers with Large Language and Multimodal Models
  24 Aug 2024 0 repositories listed
• In-Context Learning with Reinforcement Learning for Incomplete Utterance Rewriting
  23 Aug 2024 0 repositories listed
• Investigating LLM Applications in E-Commerce
  23 Aug 2024 0 repositories listed
• Multimodal Contrastive In-Context Learning
  23 Aug 2024 0 repositories listed
• Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models
  22 Aug 2024 0 repositories listed
• Transformers are Minimax Optimal Nonparametric In-Context Learners
  22 Aug 2024 0 repositories listed
• uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization
  22 Aug 2024 0 repositories listed
• Clinical Insights: A Comprehensive Review of Language Models in Medicine
  21 Aug 2024 0 repositories listed
• Memorization in In-Context Learning
  21 Aug 2024 0 repositories listed
• QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory
  20 Aug 2024 0 repositories listed
• In-Context Learning with Representations: Contextual Generalization of Trained Transformers
  19 Aug 2024 0 repositories listed
• Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts
  19 Aug 2024 0 repositories listed
• Self-Refined Generative Foundation Models for Wireless Traffic Prediction
  19 Aug 2024 0 repositories listed
• Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning
  19 Aug 2024 0 repositories listed
• Unlocking the Power of LLM Uncertainty for Active In-Context Example Selection
  17 Aug 2024 0 repositories listed
• Trust-Oriented Adaptive Guardrails for Large Language Models
  16 Aug 2024 0 repositories listed
• Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions
  16 Aug 2024 0 repositories listed
• LLM-PCGC: Large Language Model-based Point Cloud Geometry Compression
  16 Aug 2024 0 repositories listed
• Cropper: Vision-Language Model for Image Cropping through In-Context Learning
  14 Aug 2024 0 repositories listed
• Fast Training Dataset Attribution via In-Context Learning
  14 Aug 2024 0 repositories listed
• Large Language Models Know What Makes Exemplary Contexts
  14 Aug 2024 0 repositories listed
• SceneGPT: A Language Model for 3D Scene Understanding
  13 Aug 2024 0 repositories listed
• Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs
  12 Aug 2024 0 repositories listed
• LLM-Based Robust Product Classification in Commerce and Compliance
  11 Aug 2024 0 repositories listed
• In-Context Exploiter for Extensive-Form Games
  10 Aug 2024 0 repositories listed
• Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction
  10 Aug 2024 0 repositories listed
• Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning
  8 Aug 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.