| Self-adaptive Multimodal Retrieval-Augmented Generation | Oct 15, 2024 | Image CaptioningRAG | CodeCode Available | 0 |
| ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability | Oct 15, 2024 | HallucinationRAG | —Unverified | 0 |
| Synthetic Interlocutors. Experiments with Generative AI to Prolong Ethnographic Encounters | Oct 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG | Oct 15, 2024 | Entity LinkingRAG | CodeCode Available | 0 |
| Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models | Oct 15, 2024 | Prompt EngineeringRAG | —Unverified | 0 |
| Retrieval Augmented Spelling Correction for E-Commerce Applications | Oct 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TestAgent: A Framework for Domain-Adaptive Evaluation of LLMs via Dynamic Benchmark Construction and Exploratory Interaction | Oct 15, 2024 | Retrieval-augmented Generation | —Unverified | 0 |
| On the Capacity of Citation Generation by Large Language Models | Oct 15, 2024 | AttributeHallucination | —Unverified | 0 |
| Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs | Oct 14, 2024 | Graph Neural NetworkRAG | CodeCode Available | 1 |
| FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG | Oct 14, 2024 | RAGRetrieval | —Unverified | 0 |
| Can Structured Data Reduce Epistemic Uncertainty? | Oct 14, 2024 | HallucinationRetrieval | —Unverified | 0 |
| Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning | Oct 14, 2024 | AudioCapsAudio captioning | —Unverified | 0 |
| Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning | Oct 14, 2024 | HallucinationRAG | —Unverified | 0 |
| VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents | Oct 14, 2024 | RAGRetrieval | CodeCode Available | 4 |
| When Does Perceptual Alignment Benefit Vision Representations? | Oct 14, 2024 | Depth EstimationImage Generation | CodeCode Available | 4 |
| KBLaM: Knowledge Base augmented Language Model | Oct 14, 2024 | 8kGPU | CodeCode Available | 5 |
| Model-based Large Language Model Customization as Service | Oct 14, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack | Oct 14, 2024 | RAGRetrieval | —Unverified | 0 |
| EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network Operations | Oct 14, 2024 | Answer GenerationQuestion Answering | CodeCode Available | 4 |
| Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations | Oct 14, 2024 | Answer GenerationArticles | —Unverified | 0 |
| Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization | Oct 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG | Oct 13, 2024 | HallucinationRAG | —Unverified | 0 |
| Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning | Oct 13, 2024 | Computational EfficiencyImage Segmentation | —Unverified | 0 |
| Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation | Oct 12, 2024 | Question AnsweringRAG | CodeCode Available | 0 |
| DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning | Oct 12, 2024 | Audio captioningLarge Language Model | —Unverified | 0 |