| Docopilot: Improving Multimodal Models for Document-Level Understanding | Jan 1, 2025 | document understandingRAG | CodeCode Available | 1 |
| Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs | Feb 13, 2025 | BenchmarkingRetrieval | CodeCode Available | 1 |
| DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMs | Jun 10, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
| Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs | May 21, 2025 | Knowledge DistillationKnowledge Graphs | CodeCode Available | 1 |
| Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report | Oct 21, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| Context Awareness Gate For Retrieval Augmented Generation | Nov 25, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation | Sep 17, 2024 | FairnessRAG | CodeCode Available | 1 |
| DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking | Feb 28, 2025 | RAGRetrieval | CodeCode Available | 1 |
| ELITE: Embedding-Less retrieval with Iterative Text Exploration | May 17, 2025 | graph constructionRAG | CodeCode Available | 1 |
| FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation | Jun 10, 2025 | RAGRetrieval | CodeCode Available | 1 |