| Dynamic Demonstrations Controller for In-Context Learning | Sep 30, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Improving Planning with Large Language Models: A Modular Agentic Architecture | Sep 30, 2023 | In-Context LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| One for All: Towards Training One Graph Model for All Classification Tasks | Sep 29, 2023 | AllGraph Classification | CodeCode Available | 2 |
| Benchmarking Cognitive Biases in Large Language Models as Evaluators | Sep 29, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 1 |
| Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering | Sep 29, 2023 | image-classificationImage Classification | —Unverified | 0 |
| A Benchmark for Learning to Translate a New Language from One Grammar Book | Sep 28, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| Visual In-Context Learning for Few-Shot Eczema Segmentation | Sep 28, 2023 | In-Context LearningSegmentation | —Unverified | 0 |
| MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering | Sep 27, 2023 | In-Context LearningMedical Question Answering | —Unverified | 0 |
| Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting | Sep 27, 2023 | In-Context Learningspeech-recognition | —Unverified | 0 |
| Are Human-generated Demonstrations Necessary for In-context Learning? | Sep 26, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning | Sep 26, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| ALLURE: Auditing and Improving LLM-based Evaluation of Text using Iterative In-Context-Learning | Sep 24, 2023 | In-Context Learning | —Unverified | 0 |
| User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue | Sep 23, 2023 | In-Context LearningUser Simulation | —Unverified | 0 |
| Calibrating LLM-Based Evaluator | Sep 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| A Practical Survey on Zero-shot Prompt Design for In-context Learning | Sep 22, 2023 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering | Sep 22, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Affect Recognition in Conversations Using Large Language Models | Sep 22, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| In-context Interference in Chat-based Large Language Models | Sep 22, 2023 | In-Context Learning | —Unverified | 0 |
| Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation | Sep 21, 2023 | In-Context LearningPrivacy Preserving | CodeCode Available | 1 |
| Towards Effective Disambiguation for Machine Translation with Large Language Models | Sep 20, 2023 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation | Sep 20, 2023 | Image GenerationIn-Context Learning | —Unverified | 0 |
| Toward Unified Controllable Text Generation via Regular Expression Instruction | Sep 19, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning | Sep 19, 2023 | Fact CheckingIn-Context Learning | —Unverified | 0 |
| Language Modeling Is Compression | Sep 19, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models | Sep 19, 2023 | In-Context Learning | —Unverified | 0 |
