| ReLIC: A Recipe for 64k Steps of In-Context Reinforcement Learning for Embodied AI | Oct 3, 2024 | Few-Shot Imitation LearningImitation Learning | CodeCode Available | 1 |
| Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning | Feb 24, 2024 | In-Context LearningOperator learning | CodeCode Available | 1 |
| Exploring Diverse In-Context Configurations for Image Captioning | May 24, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning | May 18, 2025 | GSM8KIn-Context Learning | CodeCode Available | 1 |
| EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models | Apr 15, 2024 | In-Context LearningSynthetic Data Generation | CodeCode Available | 1 |
| AICL: Action In-Context Learning for Video Diffusion Model | Mar 18, 2024 | Action GenerationIn-Context Learning | CodeCode Available | 1 |
| Benchmarking Cognitive Biases in Large Language Models as Evaluators | Sep 29, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 1 |
| Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering | Mar 28, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations | Jun 7, 2023 | In-Context Learning | CodeCode Available | 1 |
| ExDDV: A New Dataset for Explainable Deepfake Detection in Video | Mar 18, 2025 | DeepFake DetectionExplainable Models | CodeCode Available | 1 |
| RuleRAG: Rule-guided retrieval-augmented generation with language models for question answering | Oct 15, 2024 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| A Closer Look at In-Context Learning under Distribution Shifts | May 26, 2023 | In-Context Learning | CodeCode Available | 1 |
| Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction | Jul 23, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models | Jan 1, 2024 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| Are Human-generated Demonstrations Necessary for In-context Learning? | Sep 26, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective | Jun 22, 2025 | In-Context LearningLarge Language Model | CodeCode Available | 1 |
| Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering | Dec 20, 2022 | In-Context Learning | CodeCode Available | 1 |
| Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models | May 24, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 1 |
| Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning | Oct 20, 2023 | In-Context LearningMulti-hop Question Answering | CodeCode Available | 1 |
| DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 | Mar 20, 2023 | BenchmarkingDe-identification | CodeCode Available | 1 |
| Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models | Oct 8, 2023 | Claim VerificationDecision Making | CodeCode Available | 1 |
| Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties | Nov 28, 2023 | In-Context LearningVideo Understanding | CodeCode Available | 1 |
| BERTs are Generative In-Context Learners | Jun 7, 2024 | In-Context Learning | CodeCode Available | 1 |
| Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations | Oct 2, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA | Nov 14, 2023 | In-Context LearningProgram Synthesis | CodeCode Available | 1 |
