| Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging | Oct 8, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Automating Bibliometric Analysis with Sentence Transformers and Retrieval-Augmented Generation (RAG): A Pilot Study in Semantic and Contextual Search for Customized Literature Characterization for High-Impact Urban Research | Oct 8, 2024 | AI AgentArticles | —Unverified | 0 |
| LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs | Oct 8, 2024 | Knowledge GraphsRAG | CodeCode Available | 2 |
| LightRAG: Simple and Fast Retrieval-Augmented Generation | Oct 8, 2024 | Information RetrievalRAG | CodeCode Available | 14 |
| Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud | Oct 8, 2024 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation | Oct 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA | Oct 8, 2024 | Knowledge GraphsRAG | CodeCode Available | 1 |
| Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG | Oct 8, 2024 | RAGRetrieval | —Unverified | 0 |
| Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space | Oct 8, 2024 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models | Oct 7, 2024 | RAGRetrieval | CodeCode Available | 0 |
| GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA | Oct 7, 2024 | Computational EfficiencyRAG | —Unverified | 0 |
| Driving with Regulation: Interpretable Decision-Making for Autonomous Vehicles with Retrieval-Augmented Reasoning via LLM | Oct 7, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| TableRAG: Million-Token Table Understanding with Language Models | Oct 7, 2024 | RAGRetrieval | CodeCode Available | 0 |
| Inference Scaling for Long-Context Retrieval Augmented Generation | Oct 6, 2024 | In-Context LearningRAG | —Unverified | 0 |
| Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval | Oct 6, 2024 | Community DetectionInformation Retrieval | CodeCode Available | 2 |
| MindScope: Exploring cognitive biases in large language models through Multi-Agent Systems | Oct 6, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 0 |
| Assessing the Performance of Human-Capable LLMs -- Are LLMs Coming for Your Job? | Oct 5, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Metadata-based Data Exploration with Retrieval-Augmented Generation for Large Language Models | Oct 5, 2024 | RAGRetrieval | —Unverified | 0 |
| Consistent Autoformalization for Constructing Mathematical Libraries | Oct 5, 2024 | DenoisingRAG | CodeCode Available | 0 |
| A Large Language Model-based Framework for Semi-Structured Tender Document Retrieval-Augmented Generation | Oct 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ORAssistant: A Custom RAG-based Conversational Assistant for OpenROAD | Oct 4, 2024 | Decision MakingRAG | —Unverified | 0 |
| Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation | Oct 4, 2024 | MisinformationRetrieval-augmented Generation | —Unverified | 0 |
| Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation | Oct 4, 2024 | Domain AdaptationHallucination | —Unverified | 0 |
| Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues | Oct 4, 2024 | Information RetrievalRAG | —Unverified | 0 |
| A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions | Oct 3, 2024 | Question AnsweringRAG | —Unverified | 0 |
| Reward-RAG: Enhancing RAG with Reward Driven Supervision | Oct 3, 2024 | RAGRetrieval | —Unverified | 0 |
| Grounding Large Language Models In Embodied Environment With Imperfect World Models | Oct 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation | Oct 3, 2024 | ChunkingLanguage Modeling | —Unverified | 0 |
| Intrinsic Evaluation of RAG Systems for Deep-Logic Questions | Oct 3, 2024 | RAGRetrieval | —Unverified | 0 |
| Streamlining Conformal Information Retrieval via Score Refinement | Oct 3, 2024 | Conformal PredictionInformation Retrieval | —Unverified | 0 |
| Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers | Oct 3, 2024 | Information RetrievalRe-Ranking | —Unverified | 0 |
| ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration | Oct 3, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Undesirable Memorization in Large Language Models: A Survey | Oct 3, 2024 | MemorizationRetrieval-augmented Generation | —Unverified | 0 |
| Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization | Oct 3, 2024 | Anomaly DetectionAttribute | —Unverified | 0 |
| How Much Can RAG Help the Reasoning of LLM? | Oct 3, 2024 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models | Oct 3, 2024 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| Enhancing Retrieval in QA Systems with Derived Feature Association | Oct 2, 2024 | Question AnsweringRAG | CodeCode Available | 0 |
| Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks | Oct 2, 2024 | MathNavigate | —Unverified | 0 |
| BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented Generation | Oct 2, 2024 | HallucinationRAG | CodeCode Available | 0 |
| Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models | Oct 2, 2024 | Mixture-of-ExpertsNavigate | CodeCode Available | 2 |
| Classifying Peace in Global Media Using RAG and Intergroup Reciprocity | Oct 1, 2024 | ArticlesRAG | —Unverified | 0 |
| Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design Perspective | Oct 1, 2024 | Question AnsweringRAG | CodeCode Available | 0 |
| UniAdapt: A Universal Adapter for Knowledge Calibration | Oct 1, 2024 | Mixture-of-ExpertsModel Editing | —Unverified | 0 |
| Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis | Oct 1, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation | Oct 1, 2024 | DescriptiveInductive Bias | —Unverified | 0 |
| FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" | Sep 30, 2024 | counterfactualHallucination | CodeCode Available | 2 |
| QAEncoder: Towards Aligned Representation Learning in Question Answering System | Sep 30, 2024 | Document EmbeddingQuestion Answering | CodeCode Available | 2 |
| Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models | Sep 30, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain | Sep 30, 2024 | RAGRetrieval | —Unverified | 0 |
| Beyond Scores: A Modular RAG-Based System for Automatic Short Answer Scoring with Feedback | Sep 30, 2024 | Few-Shot LearningPrompt Engineering | CodeCode Available | 0 |