| Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models | Jul 12, 2024 | In-Context LearningRelation | CodeCode Available | 0 |
| ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks | Jan 29, 2024 | BenchmarkingCross-Lingual Transfer | CodeCode Available | 0 |
| Cell-Free Multi-User MIMO Equalization via In-Context Learning | Apr 8, 2024 | In-Context Learning | CodeCode Available | 0 |
| Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment | May 10, 2023 | In-Context Learningtext-classification | CodeCode Available | 0 |
| Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages | Dec 11, 2024 | In-Context LearningSemantic Similarity | CodeCode Available | 0 |
| Bridging Information Gaps in Dialogues With Grounded Exchanges Using Knowledge Graphs | Aug 2, 2024 | In-Context LearningKnowledge Graphs | CodeCode Available | 0 |
| Multi-modal Generation via Cross-Modal In-Context Learning | May 28, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 0 |
| Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts | Apr 2, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Improving In-Context Learning with Small Language Model Ensembles | Oct 29, 2024 | Domain LabellingIn-Context Learning | CodeCode Available | 0 |
| Improving In-Context Learning with Reasoning Distillation | Apr 14, 2025 | ARCData Augmentation | CodeCode Available | 0 |
| Benchmarking Large Language Models for Math Reasoning Tasks | Aug 20, 2024 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| Improving In-Context Learning with Prediction Feedback for Sentiment Analysis | Jun 5, 2024 | In-Context LearningSentiment Analysis | CodeCode Available | 0 |
| Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models | Feb 23, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |
| Universal In-Context Approximation By Prompting Fully Recurrent Models | Jun 3, 2024 | In-Context LearningMamba | CodeCode Available | 0 |
| Short-length Adversarial Training Helps LLMs Defend Long-length Jailbreak Attacks: Theoretical and Empirical Evidence | Feb 6, 2025 | In-Context Learning | CodeCode Available | 0 |
| Naive Bayes-based Context Extension for Large Language Models | Mar 26, 2024 | In-Context Learning | CodeCode Available | 0 |
| Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model | Sep 12, 2023 | AttributeContrastive Learning | CodeCode Available | 0 |
| Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue | Jun 10, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning | Apr 25, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL | Feb 16, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads | May 30, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 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 |
| Emergent Abilities in Reduced-Scale Generative Language Models | Apr 2, 2024 | In-Context LearningZero-Shot Learning | CodeCode Available | 0 |
| IM-Context: In-Context Learning for Imbalanced Regression Tasks | May 28, 2024 | Deep imbalanced regressionIn-Context Learning | CodeCode Available | 0 |
| ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification | Nov 16, 2023 | Extreme Multi-Label ClassificationIn-Context Learning | CodeCode Available | 0 |
