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| Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction | Jan 31, 2024 | Emotion-Cause Pair ExtractionIn-Context Learning | —Unverified | 0 |
| Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI | Jun 13, 2024 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study | Jun 17, 2024 | In-Context LearningSelection bias | —Unverified | 0 |
| Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding | Feb 19, 2025 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
| AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction | Jun 14, 2024 | In-Context LearningRelation | —Unverified | 0 |
| To Err is Machine: Vulnerability Detection Challenges LLM Reasoning | Mar 25, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning? | Oct 10, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Enhancing In-Context Learning via Implicit Demonstration Augmentation | Jun 27, 2024 | In-Context Learning | —Unverified | 0 |
| Can LLMs Serve As Time Series Anomaly Detectors? | Aug 6, 2024 | Anomaly DetectionIn-Context Learning | —Unverified | 0 |
