| Small Models are Valuable Plug-ins for Large Language Models | May 15, 2023 | In-Context Learning | CodeCode Available | 1 |
| Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation | May 12, 2023 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| Chain-of-Dictionary Prompting Elicits Translation in Large Language Models | May 11, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| How Good are Commercial Large Language Models on African Languages? | May 11, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment | May 10, 2023 | In-Context Learningtext-classification | CodeCode Available | 0 |
| GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning | May 8, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| How Do In-Context Examples Affect Compositional Generalization? | May 8, 2023 | In-Context Learning | —Unverified | 0 |
| Unified Demonstration Retriever for In-Context Learning | May 7, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 1 |
| Using ChatGPT for Entity Matching | May 5, 2023 | Data IntegrationEntity Resolution | CodeCode Available | 1 |
| Otter: A Multi-Modal Model with In-Context Instruction Tuning | May 5, 2023 | GPUIn-Context Learning | CodeCode Available | 4 |
| In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models | May 5, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision | May 4, 2023 | DiversityIn-Context Learning | CodeCode Available | 3 |
| Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction | May 4, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models | May 3, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| GPT-RE: In-context Learning for Relation Extraction using Large Language Models | May 3, 2023 | In-Context LearningRelation | CodeCode Available | 1 |
| Stance Detection: A Practical Guide to Classifying Political Beliefs in Text | May 2, 2023 | In-Context LearningNatural Language Inference | CodeCode Available | 1 |
| Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise | May 2, 2023 | counterfactualFew-Shot Learning | CodeCode Available | 1 |
| Privacy-Preserving In-Context Learning for Large Language Models | May 2, 2023 | In-Context LearningPrivacy Preserving | —Unverified | 0 |
| How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? | May 2, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Few-shot In-context Learning for Knowledge Base Question Answering | May 2, 2023 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 |
| In-Context Learning Unlocked for Diffusion Models | May 1, 2023 | In-Context Learningtext-guided-image-editing | CodeCode Available | 2 |
| An Iterative Algorithm for Rescaled Hyperbolic Functions Regression | May 1, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation | Apr 30, 2023 | Domain GeneralizationIn-Context Learning | CodeCode Available | 2 |
| ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations | Apr 28, 2023 | Discourse ParsingIn-Context Learning | —Unverified | 0 |
| Controlled Text Generation with Natural Language Instructions | Apr 27, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
