| Deep Natural Language Feature Learning for Interpretable Prediction | Nov 9, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| LLM Augmented Hierarchical Agents | Nov 9, 2023 | In-Context LearningReinforcement Learning (RL) | —Unverified | 0 |
| Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning | Nov 7, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Retrieval-Augmented Code Generation for Universal Information Extraction | Nov 6, 2023 | Code GenerationIn-Context Learning | —Unverified | 0 |
| In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models | Nov 6, 2023 | In-Context LearningKnowledge Base Question Answering | —Unverified | 0 |
| Instructed Language Models with Retrievers Are Powerful Entity Linkers | Nov 6, 2023 | Entity LinkingIn-Context Learning | CodeCode Available | 0 |
| In-Context Exemplars as Clues to Retrieving from Large Associative Memory | Nov 6, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data | Nov 6, 2023 | In-Context LearningText to SQL | —Unverified | 0 |
| DAIL: Data Augmentation for In-Context Learning via Self-Paraphrase | Nov 6, 2023 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models | Nov 5, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles | Nov 4, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| Sentiment Analysis through LLM Negotiations | Nov 3, 2023 | In-Context LearningSentiment Analysis | —Unverified | 0 |
| Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks | Nov 3, 2023 | In-Context LearningOpen-Domain Question Answering | —Unverified | 0 |
| COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning | Nov 3, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models | Nov 1, 2023 | In-Context LearningModel Selection | —Unverified | 0 |
| Transformers are Provably Optimal In-context Estimators for Wireless Communications | Nov 1, 2023 | AttributeIn-Context Learning | CodeCode Available | 0 |
| Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem Solving | Nov 1, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Crosslingual Retrieval Augmented In-context Learning for Bangla | Nov 1, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| Improving Input-label Mapping with Demonstration Replay for In-context Learning | Oct 30, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations | Oct 30, 2023 | In-Context Learning | CodeCode Available | 0 |
| GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset | Oct 27, 2023 | Diagnosticimage-classification | —Unverified | 0 |
| In-Context Learning Dynamics with Random Binary Sequences | Oct 26, 2023 | In-Context Learning | CodeCode Available | 0 |
| CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment | Oct 25, 2023 | In-Context LearningInstruction Following | —Unverified | 0 |
| Learning Transfers over Several Programming Languages | Oct 25, 2023 | Cross-Lingual TransferIn-Context Learning | —Unverified | 0 |
| WebWISE: Web Interface Control and Sequential Exploration with Large Language Models | Oct 24, 2023 | Imitation LearningIn-Context Learning | —Unverified | 0 |