| Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models | Apr 11, 2024 | GPUIn-Context Learning | —Unverified | 0 |
| LLoCO: Learning Long Contexts Offline | Apr 11, 2024 | 4kIn-Context Learning | CodeCode Available | 2 |
| Discourse-Aware In-Context Learning for Temporal Expression Normalization | Apr 11, 2024 | In-Context Learning | —Unverified | 0 |
| What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation | Apr 10, 2024 | In-Context Learning | CodeCode Available | 1 |
| What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs | Apr 10, 2024 | In-Context Learningtoken-classification | CodeCode Available | 0 |
| Adaptive behavior with stable synapses | Apr 10, 2024 | In-Context Learning | CodeCode Available | 0 |
| Privacy Preserving Prompt Engineering: A Survey | Apr 9, 2024 | In-Context LearningPrivacy Preserving | —Unverified | 0 |
| Neuromorphic In-Context Learning for Energy-Efficient MIMO Symbol Detection | Apr 9, 2024 | In-Context Learning | —Unverified | 0 |
| Cell-Free Multi-User MIMO Equalization via In-Context Learning | Apr 8, 2024 | In-Context Learning | CodeCode Available | 0 |
| Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models | Apr 8, 2024 | DescriptiveIn-Context Learning | —Unverified | 0 |
| WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents | Apr 8, 2024 | In-Context Learning | —Unverified | 0 |
| How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations? | Apr 7, 2024 | In-Context Learningnamed-entity-recognition | —Unverified | 0 |
| Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies | Apr 5, 2024 | ArticlesIn-Context Learning | CodeCode Available | 0 |
| Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving | Apr 5, 2024 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| Exploring Autonomous Agents through the Lens of Large Language Models: A Review | Apr 5, 2024 | In-Context LearningReading Comprehension | —Unverified | 0 |
| SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection | Apr 4, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes | Apr 4, 2024 | In-Context LearningMulti-Task Learning | CodeCode Available | 0 |
| uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? | Apr 3, 2024 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
| Task Agnostic Architecture for Algorithm Induction via Implicit Composition | Apr 3, 2024 | In-Context Learning | —Unverified | 0 |
| Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data | Apr 3, 2024 | In-Context Learningparameter-efficient fine-tuning | —Unverified | 0 |
| GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification | Apr 3, 2024 | In-Context Learning | —Unverified | 0 |
| Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation | Apr 3, 2024 | DecoderEmpathetic Response Generation | CodeCode Available | 0 |
| Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison | Apr 3, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| Emergent Abilities in Reduced-Scale Generative Language Models | Apr 2, 2024 | In-Context LearningZero-Shot Learning | CodeCode Available | 0 |
| Self-Improvement Programming for Temporal Knowledge Graph Question Answering | Apr 2, 2024 | Graph Question AnsweringIn-Context Learning | —Unverified | 0 |
