| Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation | Nov 6, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions | Oct 18, 2024 | HallucinationNatural Questions | CodeCode Available | 0 |
| Local Explanations and Self-Explanations for Assessing Faithfulness in black-box LLMs | Sep 18, 2024 | Natural Questions | —Unverified | 0 |
| Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style | Sep 17, 2024 | Natural QuestionsRAG | —Unverified | 0 |
| AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation | Jun 27, 2024 | AutoMLEfficient Exploration | —Unverified | 0 |
| Unifying Multimodal Retrieval via Document Screenshot Embedding | Jun 17, 2024 | Language ModellingNatural Questions | —Unverified | 0 |
| Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval | Jun 10, 2024 | Inference OptimizationInformation Retrieval | —Unverified | 0 |
| RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation | Jun 9, 2024 | Document RankingNatural Questions | CodeCode Available | 0 |
| DGRC: An Effective Fine-tuning Framework for Distractor Generation in Chinese Multi-choice Reading Comprehension | May 29, 2024 | Distractor GenerationMultiple-choice | —Unverified | 0 |
| KazQAD: Kazakh Open-Domain Question Answering Dataset | Apr 6, 2024 | Information RetrievalMachine Translation | CodeCode Available | 0 |
