| KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models | Dec 7, 2024 | Multi-hop Question AnsweringNavigate | CodeCode Available | 1 |
| LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation | Nov 25, 2024 | Image CaptioningRAG | CodeCode Available | 1 |
| InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System | Mar 31, 2025 | Paper generationRAG | CodeCode Available | 1 |
| Initial Nugget Evaluation Results for the TREC 2024 RAG Track with the AutoNuggetizer Framework | Nov 14, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| Jasper and Stella: distillation of SOTA embedding models | Dec 26, 2024 | RAGRepresentation Learning | CodeCode Available | 1 |
| An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation | Jun 3, 2024 | Answer GenerationQuestion Answering | CodeCode Available | 1 |
| Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval | Mar 29, 2025 | AllLanguage Modeling | CodeCode Available | 1 |
| Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation | Mar 28, 2024 | RetrievalRetrieval-augmented Generation | CodeCode Available | 1 |
| Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation Systems | Jun 6, 2025 | RAGRetrieval | CodeCode Available | 1 |
| Language Modeling with Editable External Knowledge | Jun 17, 2024 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering | Aug 20, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Hierarchical Document Refinement for Long-context Retrieval-augmented Generation | May 15, 2025 | Multi-Task LearningRAG | CodeCode Available | 1 |
| HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning | Dec 5, 2024 | Contrastive LearningDocument Classification | CodeCode Available | 1 |
| Graph World Model | Jul 14, 2025 | Graph Learningmodel | CodeCode Available | 1 |
| Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization | Feb 27, 2025 | Information RetrievalKnowledge Graphs | CodeCode Available | 1 |
| Graph RAG-Tool Fusion | Feb 11, 2025 | RAGRetrieval | CodeCode Available | 1 |
| GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering | Sep 10, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence | Apr 16, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| G-RAG: Knowledge Expansion in Material Science | Nov 21, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning | Jun 4, 2025 | Retrieval-augmented Generation | CodeCode Available | 1 |
| mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs | May 16, 2025 | Information RetrievalKnowledge Graphs | CodeCode Available | 1 |
| Graph Neural Prompting with Large Language Models | Sep 27, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0 | Mar 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models | Oct 11, 2023 | RetrievalRetrieval-augmented Generation | CodeCode Available | 1 |
| GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning | Feb 26, 2024 | Retrieval-augmented GenerationTriplet | CodeCode Available | 1 |
