| 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 | 5 |
| In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages | Nov 10, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning for Zero-Shot Speed Estimation of BLDC motors | Apr 1, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-context Learning in Presence of Spurious Correlations | Oct 4, 2024 | In-Context LearningMemorization | CodeCode Available | 0 | 5 |
| Do We Still Need Clinical Language Models? | Feb 16, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning Dynamics with Random Binary Sequences | Oct 26, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training | May 18, 2025 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models | Oct 17, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning for MIMO Equalization Using Transformer-Based Sequence Models | Nov 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 0 | 5 |
| In-Context Learning and Fine-Tuning GPT for Argument Mining | Jun 10, 2024 | Argument MiningIn-Context Learning | CodeCode Available | 0 | 5 |
| Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-context Learning and Gradient Descent Revisited | Nov 13, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| Does learning the right latent variables necessarily improve in-context learning? | May 29, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Can In-context Learners Learn a Reasoning Concept from Demonstrations? | Dec 3, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| In-context Examples Selection for Machine Translation | Dec 5, 2022 | In-Context LearningLanguage Modelling | CodeCode Available | 0 | 5 |
| CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation | May 23, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 | 5 |
| In-context learning and Occam's razor | Oct 17, 2024 | Data CompressionIn-Context Learning | CodeCode Available | 0 | 5 |
| Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning | Oct 14, 2024 | In-Context LearningMMLU | CodeCode Available | 0 | 5 |
| Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking | Jul 4, 2023 | Dialogue State TrackingFew-Shot Learning | CodeCode Available | 0 | 5 |
| Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models | Jan 13, 2025 | Image GenerationIn-Context Learning | CodeCode Available | 0 | 5 |
| In-context Continual Learning Assisted by an External Continual Learner | Dec 20, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| In Context Learning and Reasoning for Symbolic Regression with Large Language Models | Oct 22, 2024 | In-Context LearningSymbolic Regression | CodeCode Available | 0 | 5 |
| Distributed Rule Vectors is A Key Mechanism in Large Language Models' In-Context Learning | Jun 23, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 | 0 |
| Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning | Sep 26, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 | 0 |
| Distilling Text Style Transfer With Self-Explanation From LLMs | Mar 2, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 | 0 |
