| Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation | Jun 1, 2024 | ChunkingRAG | CodeCode Available | 0 |
| RAG Does Not Work for Enterprises | May 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning | May 31, 2024 | Answer GenerationMultimodal Reasoning | —Unverified | 0 |
| Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training | May 31, 2024 | HallucinationMulti-Task Learning | CodeCode Available | 1 |
| One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models | May 30, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation | May 30, 2024 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools | May 30, 2024 | HallucinationRAG | —Unverified | 0 |
| Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts | May 30, 2024 | AllHallucination | —Unverified | 0 |
| Designing an Evaluation Framework for Large Language Models in Astronomy Research | May 30, 2024 | AstronomyChatbot | CodeCode Available | 0 |
| GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | May 30, 2024 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 3 |
| Phantom: General Trigger Attacks on Retrieval Augmented Language Generation | May 30, 2024 | Adversarial TextChatbot | —Unverified | 0 |
| Toward Conversational Agents with Context and Time Sensitive Long-term Memory | May 29, 2024 | FormInformation Retrieval | CodeCode Available | 1 |
| Unlearning Climate Misinformation in Large Language Models | May 29, 2024 | MisinformationRAG | —Unverified | 0 |
| Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension | May 29, 2024 | Machine Reading ComprehensionRAG | —Unverified | 0 |
| Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study | May 29, 2024 | Answer GenerationHallucination | —Unverified | 0 |
| CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control | May 29, 2024 | RAGResponse Generation | CodeCode Available | 2 |
| A Multi-Source Retrieval Question Answering Framework Based on RAG | May 29, 2024 | Question AnsweringRAG | —Unverified | 0 |
| ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator | May 28, 2024 | Information RetrievalLanguage Modelling | CodeCode Available | 0 |
| Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs | May 28, 2024 | Question AnsweringRAG | —Unverified | 0 |
| Don't Forget to Connect! Improving RAG with Graph-based Reranking | May 28, 2024 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM | May 27, 2024 | RAGRetrieval | —Unverified | 0 |
| EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling | May 27, 2024 | Knowledge GraphsRAG | —Unverified | 0 |
| Video Enriched Retrieval Augmented Generation Using Aligned Video Captions | May 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Augmenting Textual Generation via Topology Aware Retrieval | May 27, 2024 | RAGRetrieval | —Unverified | 0 |
| RAGSys: Item-Cold-Start Recommender as RAG System | May 27, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |
| Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning | May 27, 2024 | Question AnsweringRAG | CodeCode Available | 2 |
| WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence | May 27, 2024 | Prompt EngineeringRetrieval-augmented Generation | —Unverified | 0 |
| ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text | May 26, 2024 | Arrhythmia DetectionRAG | CodeCode Available | 1 |
| GRAG: Graph Retrieval-Augmented Generation | May 26, 2024 | Entity RetrievalKnowledge Graphs | CodeCode Available | 3 |
| M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions | May 26, 2024 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| Towards Unlocking Insights from Logbooks Using AI | May 25, 2024 | RAGRetrieval | —Unverified | 0 |
| Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection | May 25, 2024 | Computational EfficiencyRAG | —Unverified | 0 |
| SynthAI: A Multi Agent Generative AI Framework for Automated Modular HLS Design Generation | May 25, 2024 | High-Level SynthesisRAG | CodeCode Available | 1 |
| Certifiably Robust RAG against Retrieval Corruption | May 24, 2024 | RAGRetrieval | CodeCode Available | 1 |
| Hybrid Context Retrieval Augmented Generation Pipeline: LLM-Augmented Knowledge Graphs and Vector Database for Accreditation Reporting Assistance | May 24, 2024 | Knowledge GraphsRetrieval-augmented Generation | CodeCode Available | 0 |
| Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias | May 24, 2024 | Retrieval-augmented Generation | CodeCode Available | 0 |
| RE-Adapt: Reverse Engineered Adaptation of Large Language Models | May 23, 2024 | Instruction FollowingRetrieval | —Unverified | 0 |
| AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings | May 23, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models | May 23, 2024 | HippocampusKnowledge Graphs | CodeCode Available | 7 |
| SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge | May 23, 2024 | Question AnsweringRAG | —Unverified | 0 |
| G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models | May 23, 2024 | Photo geolocation estimationRAG | CodeCode Available | 1 |
| TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models | May 22, 2024 | Backdoor AttackContrastive Learning | CodeCode Available | 0 |
| FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research | May 22, 2024 | RAGRetrieval | —Unverified | 0 |
| xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token | May 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts | May 21, 2024 | RAGReranking | CodeCode Available | 0 |
| The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG) | May 21, 2024 | HallucinationRAG | CodeCode Available | 1 |
| Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities | May 21, 2024 | Data PoisoningIntrusion Detection | —Unverified | 0 |
| Can Github issues be solved with Tree Of Thoughts? | May 20, 2024 | Code GenerationGitHub issue resolution | CodeCode Available | 0 |
| Question-Based Retrieval using Atomic Units for Enterprise RAG | May 20, 2024 | RAGRetrieval | —Unverified | 0 |
| KG-RAG: Bridging the Gap Between Knowledge and Creativity | May 20, 2024 | Graph Question AnsweringInformation Retrieval | —Unverified | 0 |