| How Do Nonlinear Transformers Learn and Generalize in In-Context Learning? | Feb 23, 2024 | Binary ClassificationIn-Context Learning | —Unverified | 0 |
| Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models | Feb 23, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |
| Evaluating the Performance of ChatGPT for Spam Email Detection | Feb 23, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Studying LLM Performance on Closed- and Open-source Data | Feb 23, 2024 | In-Context Learning | —Unverified | 0 |
| Fine-tuning Large Language Models for Domain-specific Machine Translation | Feb 23, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
| Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models | Feb 23, 2024 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 |
| In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization | Feb 22, 2024 | In-Context Learning | —Unverified | 0 |
| How Transformers Learn Causal Structure with Gradient Descent | Feb 22, 2024 | In-Context Learning | CodeCode Available | 1 |
| On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe | Feb 22, 2024 | In-Context LearningReverse Dictionary | CodeCode Available | 1 |
| Is ChatGPT the Future of Causal Text Mining? A Comprehensive Evaluation and Analysis | Feb 22, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
| A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound Segmentation | Feb 22, 2024 | Fracture detectionIn-Context Learning | CodeCode Available | 0 |
| Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction | Feb 21, 2024 | BlockingIn-Context Learning | —Unverified | 0 |
| Se^2: Sequential Example Selection for In-Context Learning | Feb 21, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| Learning to Poison Large Language Models for Downstream Manipulation | Feb 21, 2024 | Data PoisoningIn-Context Learning | CodeCode Available | 1 |
| Analysing The Impact of Sequence Composition on Language Model Pre-Training | Feb 21, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory | Feb 21, 2024 | In-Context Learning | —Unverified | 0 |
| Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions | Feb 21, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation | Feb 21, 2024 | DiversityIn-Context Learning | CodeCode Available | 1 |
| Harnessing Large Language Models as Post-hoc Correctors | Feb 20, 2024 | In-Context Learning | CodeCode Available | 0 |
| The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis | Feb 20, 2024 | In-Context LearningInstruction Following | CodeCode Available | 0 |
| Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance | Feb 20, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices | Feb 20, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 0 |
| Identifying Semantic Induction Heads to Understand In-Context Learning | Feb 20, 2024 | In-Context LearningKnowledge Graphs | —Unverified | 0 |
| Parallel Structures in Pre-training Data Yield In-Context Learning | Feb 19, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation | Feb 19, 2024 | In-Context LearningRetrieval | CodeCode Available | 0 |
