| Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models | Oct 17, 2023 | In-Context LearningRed Teaming | —Unverified | 0 |
| Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation | Oct 17, 2023 | DecoderIn-Context Learning | —Unverified | 0 |
| Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning | Oct 17, 2023 | In-Context Learning | —Unverified | 0 |
| How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations | Oct 16, 2023 | In-Context Learning | —Unverified | 0 |
| Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking | Oct 16, 2023 | Dialogue State TrackingIn-Context Learning | CodeCode Available | 0 |
| Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT | Oct 16, 2023 | In-Context LearningIntent Discovery | CodeCode Available | 0 |
| Generative Calibration for In-context Learning | Oct 16, 2023 | In-Context Learningtext-classification | CodeCode Available | 0 |
| MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations | Oct 16, 2023 | In-Context LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs | Oct 16, 2023 | In-Context LearningNavigate | —Unverified | 0 |
| Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation | Oct 16, 2023 | Code GenerationHumanEval | —Unverified | 0 |
| Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning | Oct 16, 2023 | AllIn-Context Learning | CodeCode Available | 0 |
| Unifying Image Processing as Visual Prompting Question Answering | Oct 16, 2023 | Image EnhancementImage Restoration | —Unverified | 0 |
| A Search for Prompts: Generating Structured Answers from Contracts | Oct 16, 2023 | Generative Question AnsweringIn-Context Learning | —Unverified | 0 |
| Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment | Oct 16, 2023 | In-Context LearningOpen Information Extraction | —Unverified | 0 |
| Large Language Model-Aware In-Context Learning for Code Generation | Oct 15, 2023 | Code GenerationContrastive Learning | —Unverified | 0 |
| Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning | Oct 14, 2023 | In-Context LearningInstruction Following | —Unverified | 0 |
| SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation | Oct 13, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Human-in-the-loop Machine Translation with Large Language Model | Oct 13, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning | Oct 13, 2023 | In-Context Learning | —Unverified | 0 |
| In-Context Learning for Few-Shot Molecular Property Prediction | Oct 13, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning | Oct 12, 2023 | Image CaptioningImage-text Retrieval | —Unverified | 0 |
| Do pretrained Transformers Learn In-Context by Gradient Descent? | Oct 12, 2023 | In-Context Learning | —Unverified | 0 |
| How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression? | Oct 12, 2023 | In-Context Learningregression | —Unverified | 0 |
| EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation | Oct 12, 2023 | FormIn-Context Learning | —Unverified | 0 |
| Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation | Oct 12, 2023 | In-Context LearningQuestion Generation | —Unverified | 0 |