| Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations | Jun 19, 2024 | In-Context Learning | —Unverified | 0 |
| MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction | Jun 18, 2024 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Exploring and Benchmarking the Planning Capabilities of Large Language Models | Jun 18, 2024 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models | Jun 18, 2024 | DecoderHallucination | —Unverified | 0 |
| Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? | Jun 18, 2024 | In-Context Learning | CodeCode Available | 1 |
| Navigating the Labyrinth: Evaluating and Enhancing LLMs' Ability to Reason About Search Problems | Jun 18, 2024 | In-Context LearningMath | —Unverified | 0 |
| Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis | Jun 18, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
| In-Context Learning of Energy Functions | Jun 18, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion | Jun 17, 2024 | In-Context LearningTask Arithmetic | —Unverified | 0 |
| In-Context Editing: Learning Knowledge from Self-Induced Distributions | Jun 17, 2024 | Image EditingIn-Context Learning | CodeCode Available | 2 |
| Meta Reasoning for Large Language Models | Jun 17, 2024 | Computational EfficiencyIn-Context Learning | —Unverified | 0 |
| Soft Prompting for Unlearning in Large Language Models | Jun 17, 2024 | In-Context LearningMachine Unlearning | CodeCode Available | 1 |
| Fine-grained Controllable Text Generation through In-context Learning with Feedback | Jun 17, 2024 | In-Context LearningSentence | —Unverified | 0 |
| A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences | Jun 17, 2024 | In-Context Learningvalid | CodeCode Available | 0 |
| Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study | Jun 17, 2024 | In-Context LearningSelection bias | —Unverified | 0 |
| Multi-Layer Ranking with Large Language Models for News Source Recommendation | Jun 17, 2024 | ArticlesIn-Context Learning | —Unverified | 0 |
| DocCGen: Document-based Controlled Code Generation | Jun 17, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment | Jun 17, 2024 | In-Context LearningInstruction Following | —Unverified | 0 |
| Hallucination Mitigation Prompts Long-term Video Understanding | Jun 17, 2024 | Answer GenerationHallucination | CodeCode Available | 0 |
| FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation | Jun 17, 2024 | In-Context Learning | —Unverified | 0 |
| Probing the Decision Boundaries of In-context Learning in Large Language Models | Jun 17, 2024 | Binary ClassificationIn-Context Learning | CodeCode Available | 1 |
| Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning | Jun 16, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information | Jun 16, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions | Jun 16, 2024 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models | Jun 15, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
