| Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability | Oct 12, 2023 | Causal Language ModelingIn-Context Learning | CodeCode Available | 0 |
| Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques | Oct 12, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models | Oct 11, 2023 | In-Context LearningInstruction Following | CodeCode Available | 0 |
| The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis | Oct 10, 2023 | Aspect-Based Sentiment AnalysisIn-Context Learning | —Unverified | 0 |
| SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA | Oct 10, 2023 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Selective Demonstrations for Cross-domain Text-to-SQL | Oct 10, 2023 | In-Context LearningText to SQL | CodeCode Available | 0 |
| Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations | Oct 10, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| Humans and language models diverge when predicting repeating text | Oct 10, 2023 | In-Context Learning | CodeCode Available | 0 |
| In-Context Convergence of Transformers | Oct 8, 2023 | In-Context Learning | —Unverified | 0 |
| Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements | Oct 8, 2023 | Empathetic Response GenerationIn-Context Learning | CodeCode Available | 0 |
| Guideline Learning for In-context Information Extraction | Oct 8, 2023 | Active LearningEvent Extraction | —Unverified | 0 |
| Lightweight In-Context Tuning for Multimodal Unified Models | Oct 8, 2023 | Image CaptioningIn-Context Learning | —Unverified | 0 |
| Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning | Oct 7, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning | Oct 7, 2023 | In-Context Learning | —Unverified | 0 |
| Uncovering Model Processing Strategies with Non-Negative Per-Example Fisher Factorization | Oct 7, 2023 | Dictionary LearningIn-Context Learning | —Unverified | 0 |
| Procedural Text Mining with Large Language Models | Oct 5, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Fine-tune Language Models to Approximate Unbiased In-context Learning | Oct 5, 2023 | In-Context Learning | —Unverified | 0 |
| Improving Automatic VQA Evaluation Using Large Language Models | Oct 4, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| How FaR Are Large Language Models From Agents with Theory-of-Mind? | Oct 4, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions | Oct 4, 2023 | In-Context Learning | —Unverified | 0 |
| Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models | Oct 2, 2023 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| GraphText: Graph Reasoning in Text Space | Oct 2, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Decoding In-Context Learning: Neuroscience-inspired Analysis of Representations in Large Language Models | Sep 30, 2023 | In-Context LearningReading Comprehension | —Unverified | 0 |
| Understanding In-Context Learning from Repetitions | Sep 30, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Dynamic Demonstrations Controller for In-Context Learning | Sep 30, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
