| HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses | Dec 26, 2023 | DiversityKnowledge Graphs | CodeCode Available | 1 |
| Context-aware Decoding Reduces Hallucination in Query-focused Summarization | Dec 21, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| "Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation | Dec 18, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI) | Dec 18, 2023 | RAGRetrieval | CodeCode Available | 1 |
| RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation | Dec 16, 2023 | RetrievalRetrieval-augmented Generation | CodeCode Available | 1 |
| A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering | Nov 13, 2023 | Decision MakingExplanation Generation | CodeCode Available | 1 |
| Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model | Oct 13, 2023 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models | Oct 11, 2023 | RetrievalRetrieval-augmented Generation | CodeCode Available | 1 |
| Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models | Oct 9, 2023 | In-Context LearningRAG | CodeCode Available | 1 |
| Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference | Oct 4, 2023 | MathQuestion Answering | CodeCode Available | 1 |
| Graph Neural Prompting with Large Language Models | Sep 27, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models | Aug 21, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| Retrieval Augmented Generation and Representative Vector Summarization for large unstructured textual data in Medical Education | Aug 1, 2023 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 |
| A Platform for the Biomedical Application of Large Language Models | May 10, 2023 | BenchmarkingPrivacy Preserving | CodeCode Available | 1 |
| Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory | May 3, 2023 | Abstractive Text SummarizationDialogue Generation | CodeCode Available | 1 |
| Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks | Apr 28, 2023 | Fact CheckingInformation Retrieval | CodeCode Available | 1 |
| You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona | Jan 6, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Retrieval-Augmented and Knowledge-Grounded Language Models for Faithful Clinical Medicine | Oct 23, 2022 | RetrievalRetrieval-augmented Generation | CodeCode Available | 1 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 |
| End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs | Sep 15, 2021 | Flowchart Grounded Dialog Response GenerationRetrieval | CodeCode Available | 1 |
| Robust Retrieval Augmented Generation for Zero-shot Slot Filling | Aug 31, 2021 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| Zero-shot Slot Filling with DPR and RAG | Apr 17, 2021 | Knowledge Base PopulationKnowledge Graphs | CodeCode Available | 1 |
| Retrieval-Augmented Generation for Code Summarization via Hybrid GNN | Jun 9, 2020 | Code SummarizationRetrieval | CodeCode Available | 1 |
| A Survey of Context Engineering for Large Language Models | Jul 17, 2025 | RAGRetrieval | —Unverified | 0 |
| Context-Aware Search and Retrieval Over Erasure Channels | Jul 16, 2025 | DecoderRetrieval | —Unverified | 0 |
