| MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations | Oct 18, 2023 | In-Context LearningSemantic Parsing | CodeCode Available | 0 |
| Measuring Pointwise V-Usable Information In-Context-ly | Oct 18, 2023 | In-Context Learning | CodeCode Available | 0 |
| Few-Shot In-Context Imitation Learning via Implicit Graph Alignment | Oct 18, 2023 | Few-Shot LearningImitation Learning | —Unverified | 0 |
| Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation | Oct 17, 2023 | DecoderIn-Context Learning | —Unverified | 0 |
| Context-Aware Meta-Learning | Oct 17, 2023 | Few-Shot Image ClassificationIn-Context Learning | CodeCode Available | 1 |
| Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models | Oct 17, 2023 | In-Context LearningRed Teaming | —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 |
| LLMs as Hackers: Autonomous Linux Privilege Escalation Attacks | Oct 17, 2023 | In-Context Learning | CodeCode Available | 2 |
| Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue | Oct 17, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation | Oct 16, 2023 | Code GenerationHumanEval | —Unverified | 0 |
| IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models | Oct 16, 2023 | In-Context Learning | CodeCode Available | 1 |
| Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning | Oct 16, 2023 | AllIn-Context Learning | CodeCode Available | 0 |
| MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations | Oct 16, 2023 | In-Context LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Unifying Image Processing as Visual Prompting Question Answering | Oct 16, 2023 | Image EnhancementImage Restoration | —Unverified | 0 |
| Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs | Oct 16, 2023 | In-Context LearningNavigate | —Unverified | 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 |
| How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations | Oct 16, 2023 | In-Context Learning | —Unverified | 0 |
| A Search for Prompts: Generating Structured Answers from Contracts | Oct 16, 2023 | Generative Question AnsweringIn-Context Learning | —Unverified | 0 |
| In-context Pretraining: Language Modeling Beyond Document Boundaries | Oct 16, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| 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 |
| 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 |
| Generative Calibration for In-context Learning | Oct 16, 2023 | In-Context Learningtext-classification | CodeCode Available | 0 |
| AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents | Oct 15, 2023 | In-Context LearningIn-Context Reinforcement Learning | CodeCode Available | 1 |
| Large Language Model-Aware In-Context Learning for Code Generation | Oct 15, 2023 | Code GenerationContrastive Learning | —Unverified | 0 |
| In-Context Learning with Iterative Demonstration Selection | Oct 15, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
