Browse State-of-the-Art › In-Context Learning › Papers, page 21

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 21 of 23: papers 2,001 to 2,100 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.

• The ICL Consistency Test
  8 Dec 2023 0 repositories listed
• Hijacking Context in Large Multi-modal Models
  7 Dec 2023 0 repositories listed
• In-context learning of state estimators
  7 Dec 2023 0 repositories listed
• LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning
  7 Dec 2023 0 repositories listed
• Context Diffusion: In-Context Aware Image Generation
  6 Dec 2023 0 repositories listed
• Think from Words(TFW): Initiating Human-Like Cognition in Large Language Models Through Think from Words for Japanese Text-level Classification
  6 Dec 2023 0 repositories listed
• Towards More Unified In-context Visual Understanding
  5 Dec 2023 0 repositories listed
• Hot PATE: Private Aggregation of Distributions for Diverse Task
  4 Dec 2023 0 repositories listed
• IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks
  4 Dec 2023 0 repositories listed
• Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts
  3 Dec 2023 0 repositories listed
• The mechanistic basis of data dependence and abrupt learning in an in-context classification task
  3 Dec 2023 0 repositories listed
• A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness
  2 Dec 2023 0 repositories listed
• Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games
  1 Dec 2023 0 repositories listed
• Manipulating the Label Space for In-Context Classification
  1 Dec 2023 0 repositories listed
• CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
  30 Nov 2023 0 repositories listed
• Positional Information Matters for Invariant In-Context Learning: A Case Study of Simple Function Classes
  30 Nov 2023 0 repositories listed
• Leveraging VLM-Based Pipelines to Annotate 3D Objects
  29 Nov 2023 0 repositories listed
• PALM: Predicting Actions through Language Models
  29 Nov 2023 0 repositories listed
• MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
  29 Nov 2023 0 repositories listed
• Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?
  29 Nov 2023 0 repositories listed
• Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges
  27 Nov 2023 0 repositories listed
• Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning
  20 Nov 2023 0 repositories listed
• On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software
  20 Nov 2023 0 repositories listed
• Few-Shot Classification & Segmentation Using Large Language Models Agent
  19 Nov 2023 0 repositories listed
• TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems
  19 Nov 2023 0 repositories listed
• Exploring the Relationship between In-Context Learning and Instruction Tuning
  17 Nov 2023 0 repositories listed
• Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals
  16 Nov 2023 0 repositories listed
• More Samples or More Prompts? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering
  16 Nov 2023 0 repositories listed
• Multi-Step Dialogue Workflow Action Prediction
  16 Nov 2023 0 repositories listed
• Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning
  16 Nov 2023 0 repositories listed
• Assessing Translation capabilities of Large Language Models involving English and Indian Languages
  15 Nov 2023 0 repositories listed
• Enhancing Machine Translation through Advanced In-Context Learning: A Methodological Strategy for GPT-4 Improvement
  15 Nov 2023 0 repositories listed
• On the Calibration of Multilingual Question Answering LLMs
  15 Nov 2023 0 repositories listed
• When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks
  15 Nov 2023 0 repositories listed
• How good are Large Language Models on African Languages?
  14 Nov 2023 0 repositories listed
• On-the-Fly Fusion of Large Language Models and Machine Translation
  14 Nov 2023 0 repositories listed
• Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models
  14 Nov 2023 0 repositories listed
• Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning
  13 Nov 2023 0 repositories listed
• Speech-based Slot Filling using Large Language Models
  13 Nov 2023 0 repositories listed
• ChatAnything: Facetime Chat with LLM-Enhanced Personas
  12 Nov 2023 0 repositories listed
• Large Language Models are In-context Teachers for Knowledge Reasoning
  12 Nov 2023 0 repositories listed
• From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL
  11 Nov 2023 0 repositories listed
• Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction
  10 Nov 2023 0 repositories listed
• DAIL: Data Augmentation for In-Context Learning via Self-Paraphrase
  6 Nov 2023 0 repositories listed
• In-Context Exemplars as Clues to Retrieving from Large Associative Memory
  6 Nov 2023 0 repositories listed
• In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models
  6 Nov 2023 0 repositories listed
• Retrieval-Augmented Code Generation for Universal Information Extraction
  6 Nov 2023 0 repositories listed
• SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data
  6 Nov 2023 0 repositories listed
• Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles
  4 Nov 2023 0 repositories listed
• COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning
  3 Nov 2023 0 repositories listed
• Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks
  3 Nov 2023 0 repositories listed
• Sentiment Analysis through LLM Negotiations
  3 Nov 2023 0 repositories listed
• Crosslingual Retrieval Augmented In-context Learning for Bangla
  1 Nov 2023 0 repositories listed
• Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models
  1 Nov 2023 0 repositories listed
• Improving Input-label Mapping with Demonstration Replay for In-context Learning
  30 Oct 2023 0 repositories listed
• GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset
  27 Oct 2023 0 repositories listed
• CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment
  25 Oct 2023 0 repositories listed
• Learning Transfers over Several Programming Languages
  25 Oct 2023 0 repositories listed
• Dissecting In-Context Learning of Translations in GPTs
  24 Oct 2023 0 repositories listed
• TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction
  24 Oct 2023 0 repositories listed
• UI Layout Generation with LLMs Guided by UI Grammar
  24 Oct 2023 0 repositories listed
• WebWISE: Web Interface Control and Sequential Exploration with Large Language Models
  24 Oct 2023 0 repositories listed
• Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications
  23 Oct 2023 0 repositories listed
• An In-Context Schema Understanding Method for Knowledge Base Question Answering
  22 Oct 2023 0 repositories listed
• O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models
  22 Oct 2023 0 repositories listed
• Retrieval-Augmented Chain-of-Thought in Semi-structured Domains
  22 Oct 2023 0 repositories listed
• A Simple Baseline for Knowledge-Based Visual Question Answering
  20 Oct 2023 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Explainable Depression Symptom Detection in Social Media
  20 Oct 2023 0 repositories listed
• Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens
  20 Oct 2023 0 repositories listed
• Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning
  20 Oct 2023 0 repositories listed
• Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning
  20 Oct 2023 0 repositories listed
• Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks
  19 Oct 2023 0 repositories listed
• Few-Shot In-Context Imitation Learning via Implicit Graph Alignment
  18 Oct 2023 0 repositories listed
• Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation
  17 Oct 2023 0 repositories listed
• Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning
  17 Oct 2023 0 repositories listed
• Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models
  17 Oct 2023 0 repositories listed
• Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue
  17 Oct 2023 0 repositories listed
• A Search for Prompts: Generating Structured Answers from Contracts
  16 Oct 2023 0 repositories listed
• Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation
  16 Oct 2023 0 repositories listed
• How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
  16 Oct 2023 0 repositories listed
• Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment
  16 Oct 2023 0 repositories listed
• MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations
  16 Oct 2023 0 repositories listed
• Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs
  16 Oct 2023 0 repositories listed
• Unifying Image Processing as Visual Prompting Question Answering
  16 Oct 2023 0 repositories listed
• Large Language Model-Aware In-Context Learning for Code Generation
  15 Oct 2023 0 repositories listed
• Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning
  14 Oct 2023 0 repositories listed
• In-Context Learning for Few-Shot Molecular Property Prediction
  13 Oct 2023 0 repositories listed
• Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning
  13 Oct 2023 0 repositories listed
• Do pretrained Transformers Learn In-Context by Gradient Descent?
  12 Oct 2023 0 repositories listed
• EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation
  12 Oct 2023 0 repositories listed
• How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?
  12 Oct 2023 0 repositories listed
• Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation
  12 Oct 2023 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)
• Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques
  12 Oct 2023 0 repositories listed
• Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning
  12 Oct 2023 0 repositories listed
• From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models
  11 Oct 2023 0 repositories listed
• Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations
  10 Oct 2023 0 repositories listed
• The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis
  10 Oct 2023 0 repositories listed
• Guideline Learning for In-context Information Extraction
  8 Oct 2023 0 repositories listed
• In-Context Convergence of Transformers
  8 Oct 2023 0 repositories listed
• Lightweight In-Context Tuning for Multimodal Unified Models
  8 Oct 2023 0 repositories listed

Syntology lines on 2 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.