| Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction | May 4, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| FSPO: Few-Shot Preference Optimization of Synthetic Preference Data in LLMs Elicits Effective Personalization to Real Users | Feb 26, 2025 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Function Vectors in Large Language Models | Oct 23, 2023 | In-Context Learning | CodeCode Available | 1 |
| Fine-tuning Large Language Models for Entity Matching | Sep 12, 2024 | Data IntegrationEntity Resolution | CodeCode Available | 1 |
| Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations | Oct 2, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Fine-tuning Large Language Models for Adaptive Machine Translation | Dec 20, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 1 |
| Few-shot In-context Learning for Knowledge Base Question Answering | May 2, 2023 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 |
| Column Property Annotation using Large Language Models | Jan 1, 2025 | Columns Property AnnotationColumn Type Annotation | CodeCode Available | 1 |
| CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions | May 4, 2024 | In-Context LearningText to SQL | CodeCode Available | 1 |
| Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation | May 26, 2023 | Domain GeneralizationIn-Context Learning | CodeCode Available | 1 |
| FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models | Nov 27, 2023 | Active LearningIn-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 |
| Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models | Aug 21, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| Cognitive Overload Attack:Prompt Injection for Long Context | Oct 15, 2024 | In-Context LearningLLM Jailbreak | CodeCode Available | 1 |
| Exploring Effective Factors for Improving Visual In-Context Learning | Apr 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Can Transformers Learn Full Bayesian Inference in Context? | Jan 28, 2025 | Bayesian InferenceIn-Context Learning | CodeCode Available | 1 |
| Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? | Jun 18, 2024 | In-Context Learning | CodeCode Available | 1 |
| Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation | Jul 14, 2023 | Aspect-Based Sentiment AnalysisAttribute | CodeCode Available | 1 |
| Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings | May 30, 2025 | In-Context Learning | CodeCode Available | 1 |
| ExPT: Synthetic Pretraining for Few-Shot Experimental Design | Oct 30, 2023 | Experimental DesignIn-Context Learning | CodeCode Available | 1 |
| Context-Aware Meta-Learning | Oct 17, 2023 | Few-Shot Image ClassificationIn-Context Learning | CodeCode Available | 1 |
| GPT-RE: In-context Learning for Relation Extraction using Large Language Models | May 3, 2023 | In-Context LearningRelation | CodeCode Available | 1 |
| Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer | Nov 12, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Data Curation Alone Can Stabilize In-context Learning | Dec 20, 2022 | DiversityIn-Context Learning | CodeCode Available | 1 |
| Can Language Models Solve Graph Problems in Natural Language? | May 17, 2023 | In-Context LearningKnowledge Probing | CodeCode Available | 1 |
| Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales? | Oct 31, 2024 | DenoisingIn-Context Learning | CodeCode Available | 1 |
| Explore In-Context Learning for 3D Point Cloud Understanding | Jun 14, 2023 | In-Context Learning | CodeCode Available | 1 |
| Code-Style In-Context Learning for Knowledge-Based Question Answering | Sep 9, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning | Jun 1, 2024 | In-Context Learningreinforcement-learning | CodeCode Available | 1 |
| How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? | Apr 19, 2024 | In-Context LearningRetrieval | CodeCode Available | 1 |
| CausalLM is not optimal for in-context learning | Aug 14, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models | Oct 8, 2023 | Claim VerificationDecision Making | CodeCode Available | 1 |
| How to Configure Good In-Context Sequence for Visual Question Answering | Dec 4, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings | May 19, 2023 | In-Context LearningRetrieval | CodeCode Available | 1 |
| Exploring Diverse In-Context Configurations for Image Captioning | May 24, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| Compositional Exemplars for In-context Learning | Feb 11, 2023 | Code GenerationContrastive Learning | CodeCode Available | 1 |
| Active Example Selection for In-Context Learning | Nov 8, 2022 | In-Context Learning | CodeCode Available | 1 |
| Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples | Feb 12, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| Fact-Checking Complex Claims with Program-Guided Reasoning | May 22, 2023 | Fact CheckingIn-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 |
| ICLEval: Evaluating In-Context Learning Ability of Large Language Models | Jun 21, 2024 | In-Context Learning | CodeCode Available | 1 |
| IDAS: Intent Discovery with Abstractive Summarization | May 31, 2023 | Abstractive Text SummarizationDescriptive | 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 |
| Implicit In-context Learning | May 23, 2024 | In-Context LearningTransfer Learning | CodeCode Available | 1 |
| ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs | May 25, 2023 | DiagnosticIn-Context Learning | CodeCode Available | 1 |
| Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs | Jan 18, 2024 | In-Context Learning | CodeCode Available | 1 |
| Can Foundation Models Help Us Achieve Perfect Secrecy? | May 27, 2022 | Federated LearningIn-Context Learning | CodeCode Available | 1 |
| In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning | Aug 8, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| ExDDV: A New Dataset for Explainable Deepfake Detection in Video | Mar 18, 2025 | DeepFake DetectionExplainable Models | CodeCode Available | 1 |
