| LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding | Nov 2, 2024 | document understandingQuestion Answering | —Unverified | 0 |
| E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation | Nov 1, 2024 | MisinformationRetrieval | —Unverified | 0 |
| AttackQA: Development and Adoption of a Dataset for Assisting Cybersecurity Operations using Fine-tuned and Open-Source LLMs | Nov 1, 2024 | Question AnsweringRAG | —Unverified | 0 |
| Towards Multi-Source Retrieval-Augmented Generation via Synergizing Reasoning and Preference-Driven Retrieval | Nov 1, 2024 | HallucinationRAG | —Unverified | 0 |
| LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models | Nov 1, 2024 | ArticlesChunking | —Unverified | 0 |
| Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output | Nov 1, 2024 | Fact CheckingNatural Language Inference | —Unverified | 0 |
| CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation | Nov 1, 2024 | RAGRetrieval | —Unverified | 0 |
| Unified Generative and Discriminative Training for Multi-modal Large Language Models | Nov 1, 2024 | Dynamic Time WarpingImage-text Classification | —Unverified | 0 |
| JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking | Oct 31, 2024 | Code CompletionOpen-Domain Question Answering | —Unverified | 0 |
| LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models | Oct 31, 2024 | Fact CheckingMedical Question Answering | —Unverified | 0 |
| Responsible Retrieval Augmented Generation for Climate Decision Making from Documents | Oct 31, 2024 | Decision MakingRAG | —Unverified | 0 |
| HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models | Oct 30, 2024 | RAGRetrieval | —Unverified | 0 |
| Long^2RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall | Oct 30, 2024 | FormRAG | —Unverified | 0 |
| Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations | Oct 30, 2024 | RAGRetrieval | —Unverified | 0 |
| Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment | Oct 30, 2024 | Passage RetrievalRAG | —Unverified | 0 |
| Retrieval-Augmented Generation with Estimation of Source Reliability | Oct 30, 2024 | MisinformationRAG | —Unverified | 0 |
| Dynamic Strategy Planning for Efficient Question Answering with Large Language Models | Oct 30, 2024 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Semantic Enrichment of the Quantum Cascade Laser Properties in Text- A Knowledge Graph Generation Approach | Oct 30, 2024 | Graph GenerationKnowledge Graphs | CodeCode Available | 0 |
| GraphAide: Advanced Graph-Assisted Query and Reasoning System | Oct 29, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented Generation | Oct 29, 2024 | AllRetrieval | CodeCode Available | 0 |
| Understanding Synthetic Context Extension via Retrieval Heads | Oct 29, 2024 | RetrievalRetrieval-augmented Generation | —Unverified | 0 |
| Improving In-Context Learning with Small Language Model Ensembles | Oct 29, 2024 | Domain LabellingIn-Context Learning | CodeCode Available | 0 |
| Combining Domain-Specific Models and LLMs for Automated Disease Phenotyping from Survey Data | Oct 28, 2024 | Logical Reasoningnamed-entity-recognition | —Unverified | 0 |
| AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image Classification | Oct 28, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Geo-FuB: A Method for Constructing an Operator-Function Knowledge Base for Geospatial Code Generation Tasks Using Large Language Models | Oct 28, 2024 | Code GenerationRAG | CodeCode Available | 0 |
| Calibrated Decision-Making through LLM-Assisted Retrieval | Oct 28, 2024 | Decision MakingRAG | —Unverified | 0 |
| PlanRAG: Planning-guided Retrieval Augmented Generation | Oct 28, 2024 | Answer GenerationRAG | —Unverified | 0 |
| CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models | Oct 28, 2024 | Machine TranslationRAG | —Unverified | 0 |
| LLMs are Biased Evaluators But Not Biased for Retrieval Augmented Generation | Oct 28, 2024 | Keyword ExtractionRAG | CodeCode Available | 0 |
| WindTunnel -- A Framework for Community Aware Sampling of Large Corpora | Oct 27, 2024 | Information RetrievalRetrieval | —Unverified | 0 |
| R^3AG: First Workshop on Refined and Reliable Retrieval Augmented Generation | Oct 27, 2024 | Information RetrievalLanguage Modelling | —Unverified | 0 |
| LLM Robustness Against Misinformation in Biomedical Question Answering | Oct 27, 2024 | MisinformationQuestion Answering | CodeCode Available | 0 |
| Multi-Field Adaptive Retrieval | Oct 26, 2024 | Document RankingRetrieval | —Unverified | 0 |
| EfficientEQA: An Efficient Approach for Open Vocabulary Embodied Question Answering | Oct 26, 2024 | Efficient ExplorationEmbodied Question Answering | —Unverified | 0 |
| Generative AI in Health Economics and Outcomes Research: A Taxonomy of Key Definitions and Emerging Applications, an ISPOR Working Group Report | Oct 26, 2024 | Prompt EngineeringRetrieval-augmented Generation | —Unverified | 0 |
| Mask-based Membership Inference Attacks for Retrieval-Augmented Generation | Oct 26, 2024 | RAGRetrieval | —Unverified | 0 |
| ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems | Oct 25, 2024 | ChunkingFact Checking | —Unverified | 0 |
| An LLM Agent for Automatic Geospatial Data Analysis | Oct 24, 2024 | Code GenerationRAG | —Unverified | 0 |
| Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models | Oct 24, 2024 | Question AnsweringRAG | —Unverified | 0 |
| Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing Hallucination | Oct 23, 2024 | Domain AdaptationHallucination | —Unverified | 0 |
| SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains | Oct 23, 2024 | Domain AdaptationInstruction Following | —Unverified | 0 |
| Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency | Oct 22, 2024 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing | Oct 22, 2024 | HallucinationRAG | —Unverified | 0 |
| ViMGuard: A Novel Multi-Modal System for Video Misinformation Guarding | Oct 22, 2024 | Fact CheckingMisinformation | —Unverified | 0 |
| Using GPT Models for Qualitative and Quantitative News Analytics in the 2024 US Presidental Election Process | Oct 21, 2024 | RAGregression | —Unverified | 0 |
| Improve Dense Passage Retrieval with Entailment Tuning | Oct 21, 2024 | Open-Domain Question AnsweringPassage Retrieval | —Unverified | 0 |
| RAC: Efficient LLM Factuality Correction with Retrieval Augmentation | Oct 21, 2024 | RAGRetrieval | CodeCode Available | 0 |
| RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance | Oct 21, 2024 | Cloud ComputingContrastive Learning | —Unverified | 0 |
| Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions | Oct 21, 2024 | ChatbotInformation Retrieval | —Unverified | 0 |
| Who's Who: Large Language Models Meet Knowledge Conflicts in Practice | Oct 21, 2024 | RAGRetrieval | CodeCode Available | 0 |