| LitLLM: A Toolkit for Scientific Literature Review | Feb 2, 2024 | RAGRetrieval | CodeCode Available | 2 |
| Retrieval Augmented End-to-End Spoken Dialog Models | Feb 2, 2024 | dialog state trackingIn-Context Learning | —Unverified | 0 |
| Continual Learning for Large Language Models: A Survey | Feb 2, 2024 | Continual LearningContinual Pretraining | —Unverified | 0 |
| CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks | Feb 2, 2024 | Answer GenerationHallucination | —Unverified | 0 |
| HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA | Feb 1, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Health-LLM: Personalized Retrieval-Augmented Disease Prediction System | Feb 1, 2024 | Disease PredictionLanguage Modelling | —Unverified | 0 |
| RAG-Fusion: a New Take on Retrieval-Augmented Generation | Jan 31, 2024 | RAGReranking | —Unverified | 0 |
| ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search | Jan 31, 2024 | Retrieval-augmented Generation | —Unverified | 0 |
| Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems | Jan 30, 2024 | Mathematical ReasoningRAG | —Unverified | 0 |
| LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation | Jan 30, 2024 | HallucinationKnowledge Distillation | CodeCode Available | 2 |
| Weaver: Foundation Models for Creative Writing | Jan 30, 2024 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models | Jan 30, 2024 | Knowledge Base ConstructionQuestion Answering | CodeCode Available | 3 |
| Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties | Jan 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report | Jan 29, 2024 | RAGRetrieval | —Unverified | 0 |
| Corrective Retrieval Augmented Generation | Jan 29, 2024 | RAGRetrieval | CodeCode Available | 3 |
| Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately | Jan 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries | Jan 27, 2024 | BenchmarkingRAG | CodeCode Available | 3 |
| A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM | Jan 27, 2024 | ArticlesChatbot | —Unverified | 0 |
| Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models | Jan 27, 2024 | Medical Question AnsweringMultiple-choice | CodeCode Available | 2 |
| From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process | Jan 26, 2024 | ChatbotRAG | CodeCode Available | 1 |
| The Power of Noise: Redefining Retrieval for RAG Systems | Jan 26, 2024 | Information RetrievalRAG | CodeCode Available | 2 |
| UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems | Jan 24, 2024 | RAGResponse Generation | —Unverified | 0 |
| Revolutionizing Retrieval-Augmented Generation with Enhanced PDF Structure Recognition | Jan 23, 2024 | Question AnsweringRAG | —Unverified | 0 |
| Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA | Jan 20, 2024 | ManagementRAG | —Unverified | 0 |
| Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine | Jan 20, 2024 | ChatbotInformativeness | —Unverified | 0 |
| ChatQA: Surpassing GPT-4 on Conversational QA and RAG | Jan 18, 2024 | Conversational Question AnsweringQuestion Answering | —Unverified | 0 |
| BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs | Jan 17, 2024 | HallucinationManagement | —Unverified | 0 |
| Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task | Jan 16, 2024 | RAGRetrieval | —Unverified | 0 |
| RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture | Jan 16, 2024 | Dataset GenerationRAG | —Unverified | 0 |
| Graph database while computationally efficient filters out quickly the ESG integrated equities in investment management | Jan 15, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Flexibly Scaling Large Language Models Contexts Through Extensible Tokenization | Jan 15, 2024 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| The Chronicles of RAG: The Retriever, the Chunk and the Generator | Jan 15, 2024 | Computational EfficiencyRAG | —Unverified | 0 |
| Bridging the Preference Gap between Retrievers and LLMs | Jan 13, 2024 | Question AnsweringRAG | —Unverified | 0 |
| Reinforcement Learning for Optimizing RAG for Domain Chatbots | Jan 10, 2024 | ChatbotQuestion Answering | —Unverified | 0 |
| Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models | Jan 5, 2024 | Clinical KnowledgeDecision Making | —Unverified | 0 |
| Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models | Jan 4, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR) | Jan 3, 2024 | Decision MakingInformation Retrieval | CodeCode Available | 0 |
| Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation | Jan 3, 2024 | DiversityHallucination | —Unverified | 0 |
| Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise | Jan 3, 2024 | Information RetrievalRAG | —Unverified | 0 |
| A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models | Jan 2, 2024 | Financial AnalysisHallucination | CodeCode Available | 0 |
| Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods | Jan 1, 2024 | RAGRecommendation Systems | —Unverified | 0 |
| A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models | Dec 31, 2023 | ArticlesPrompt Engineering | —Unverified | 0 |
| RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models | Dec 31, 2023 | HallucinationRAG | CodeCode Available | 2 |
| Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented Generation | Dec 30, 2023 | DecoderHallucination | CodeCode Available | 1 |
| Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation | Dec 26, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses | Dec 26, 2023 | DiversityKnowledge Graphs | CodeCode Available | 1 |
| ESGReveal: An LLM-based approach for extracting structured data from ESG reports | Dec 25, 2023 | Information RetrievalRAG | —Unverified | 0 |
| Privacy-Preserved Neural Graph Databases | Dec 25, 2023 | Privacy PreservingRAG | CodeCode Available | 0 |
| README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP | Dec 24, 2023 | Retrieval-augmented Generation | CodeCode Available | 0 |
| Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion | Dec 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |