| Data Distributional Properties Drive Emergent In-Context Learning in Transformers | Apr 22, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language Models | Aug 28, 2024 | In-Context Learningnamed-entity-recognition | CodeCode Available | 1 |
| Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective | Jun 22, 2025 | In-Context LearningLarge Language Model | CodeCode Available | 1 |
| Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning | Oct 30, 2024 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 |
| Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings | May 30, 2025 | In-Context Learning | CodeCode Available | 1 |
| Fine-tuning Large Language Models for Adaptive Machine Translation | Dec 20, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 1 |
| Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems | Jul 15, 2024 | In-Context LearningRAG | CodeCode Available | 1 |
| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 1 |
| Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering | Jun 7, 2023 | In-Context LearningKeyphrase Extraction | CodeCode Available | 1 |
| Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications | Feb 5, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 |
| A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation | Feb 21, 2024 | DiversityIn-Context Learning | CodeCode Available | 1 |
| Learning In-context Learning for Named Entity Recognition | May 18, 2023 | Diversityfew-shot-ner | CodeCode Available | 1 |
| CABINET: Content Relevance based Noise Reduction for Table Question Answering | Feb 2, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks | Jun 4, 2024 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| In-Context Explainers: Harnessing LLMs for Explaining Black Box Models | Oct 9, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective | Jun 11, 2023 | In-Context LearningMolecule Captioning | CodeCode Available | 1 |
| C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing | Apr 10, 2025 | In-Context LearningMixture-of-Experts | CodeCode Available | 1 |
| Let's Learn Step by Step: Enhancing In-Context Learning Ability with Curriculum Learning | Feb 16, 2024 | In-Context Learning | CodeCode Available | 1 |
| ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games | May 24, 2023 | Code GenerationCommon Sense Reasoning | CodeCode Available | 1 |
| Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data | Jun 20, 2024 | In-Context Learning | CodeCode Available | 1 |
| LiST: Lite Prompted Self-training Makes Parameter-Efficient Few-shot Learners | Oct 12, 2021 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking | Aug 9, 2023 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| Contextual Vision Transformers for Robust Representation Learning | May 30, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| Enhancing In-context Learning via Linear Probe Calibration | Jan 22, 2024 | In-Context Learning | CodeCode Available | 1 |
