| 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 |
| Resources and Few-shot Learners for In-context Learning in Slavic Languages | Apr 4, 2023 | In-Context Learning | CodeCode Available | 0 |
| Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? | Oct 9, 2024 | In-Context LearningLogical Reasoning | CodeCode Available | 0 |
| Rethinking Invariance in In-context Learning | May 8, 2025 | In-Context Learning | CodeCode Available | 0 |
| Rethinking Skill Extraction in the Job Market Domain using Large Language Models | Feb 6, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Feature-Adaptive and Data-Scalable In-Context Learning | May 17, 2024 | In-Context Learning | CodeCode Available | 0 |
| Fair In-Context Learning via Latent Concept Variables | Nov 4, 2024 | Data AugmentationFairness | CodeCode Available | 0 |
| FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis | Mar 2, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods | Mar 31, 2024 | In-Context Learning | CodeCode Available | 0 |
| Uncovering inequalities in new knowledge learning by large language models across different languages | Mar 6, 2025 | In-Context Learning | CodeCode Available | 0 |
| THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models | Sep 17, 2024 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| Zero-shot Generative Linguistic Steganography | Mar 16, 2024 | In-Context LearningLinguistic steganography | CodeCode Available | 0 |
| Extracting and Understanding the Superficial Knowledge in Alignment | Feb 7, 2025 | In-Context Learning | CodeCode Available | 0 |
| The Ann Arbor Architecture for Agent-Oriented Programming | Feb 14, 2025 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
| Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models | Mar 20, 2025 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models | Oct 23, 2023 | In-Context Learning | CodeCode Available | 0 |
| Exploring the Role of Diversity in Example Selection for In-Context Learning | May 3, 2025 | DiversityIn-Context Learning | CodeCode Available | 0 |
| VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization | Feb 12, 2024 | In-Context LearningTextVQA | CodeCode Available | 0 |
| Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study | May 15, 2023 | Discourse ParsingIn-Context Learning | CodeCode Available | 0 |
| Retrieval or Global Context Understanding? On Many-Shot In-Context Learning for Long-Context Evaluation | Nov 11, 2024 | 16kBenchmarking | CodeCode Available | 0 |
| Exploring the Robustness of In-Context Learning with Noisy Labels | Apr 28, 2024 | Data AugmentationIn-Context Learning | CodeCode Available | 0 |
| CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation | Sep 13, 2023 | Conversational SearchIn-Context Learning | CodeCode Available | 0 |
