| In-Context Learning for Text Classification with Many Labels | Sep 19, 2023 | ClassificationIn-Context Learning | —Unverified | 0 |
| Few-Shot Adaptation for Parsing Contextual Utterances with LLMs | Sep 18, 2023 | In-Context LearningSemantic Parsing | CodeCode Available | 0 |
| Understanding Catastrophic Forgetting in Language Models via Implicit Inference | Sep 18, 2023 | In-Context Learning | CodeCode Available | 1 |
| MindAgent: Emergent Gaming Interaction | Sep 18, 2023 | In-Context LearningMinecraft | —Unverified | 0 |
| Context is Environment | Sep 18, 2023 | Domain GeneralizationIn-Context Learning | —Unverified | 0 |
| EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning | Sep 16, 2023 | Date UnderstandingGSM8K | CodeCode Available | 0 |
| Neural Machine Translation Models Can Learn to be Few-shot Learners | Sep 15, 2023 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
| ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer | Sep 15, 2023 | Authorship AttributionAuthorship Verification | CodeCode Available | 0 |
| How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study | Sep 15, 2023 | Argument MiningIn-Context Learning | CodeCode Available | 0 |
| An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing | Sep 14, 2023 | AttributeAttribute Extraction | —Unverified | 0 |
| Ambiguity-Aware In-Context Learning with Large Language Models | Sep 14, 2023 | In-Context LearningSemantic Similarity | —Unverified | 0 |
| MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning | Sep 14, 2023 | HallucinationIn-Context Learning | CodeCode Available | 2 |
| Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer | Sep 14, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Can Whisper perform speech-based in-context learning? | Sep 13, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation | Sep 13, 2023 | Conversational SearchIn-Context Learning | CodeCode Available | 0 |
| Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model | Sep 12, 2023 | AttributeContrastive Learning | CodeCode Available | 0 |
| Breaking through the learning plateaus of in-context learning in Transformer | Sep 12, 2023 | In-Context LearningRepresentation Learning | —Unverified | 0 |
| Uncovering mesa-optimization algorithms in Transformers | Sep 11, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| Textbooks Are All You Need II: phi-1.5 technical report | Sep 11, 2023 | AllCode Generation | —Unverified | 0 |
| Hypothesis Search: Inductive Reasoning with Language Models | Sep 11, 2023 | ARCIn-Context Learning | CodeCode Available | 1 |
| FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning | Sep 9, 2023 | In-Context Learning | —Unverified | 0 |
| Code-Style In-Context Learning for Knowledge-Based Question Answering | Sep 9, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images | Sep 9, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets | Sep 9, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty | Sep 7, 2023 | In-Context LearningInstruction Following | —Unverified | 0 |
