| FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs | Oct 17, 2024 | DiversityHallucination | CodeCode Available | 1 |
| CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity | Oct 16, 2024 | ChunkingDiversity | CodeCode Available | 1 |
| RuleRAG: Rule-guided retrieval-augmented generation with language models for question answering | Oct 15, 2024 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs | Oct 14, 2024 | Graph Neural NetworkRAG | CodeCode Available | 1 |
| Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA | Oct 8, 2024 | Knowledge GraphsRAG | CodeCode Available | 1 |
| ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration | Oct 3, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering | Sep 29, 2024 | Graph Question AnsweringQuestion Answering | CodeCode Available | 1 |
| SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information | Sep 21, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
| Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A Survey | Sep 20, 2024 | RAGRetrieval | CodeCode Available | 1 |
| ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
