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Retrieval-augmented Generation

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TitleStatusHype
FACTOID: FACtual enTailment fOr hallucInation Detection—0
MFORT-QA: Multi-hop Few-shot Open Rich Table Question Answering—0
CPR: Retrieval Augmented Generation for Copyright Protection—0
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check—0
Evaluation of Semantic Search and its Role in Retrieved-Augmented-Generation (RAG) for Arabic Language—0
Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0Code1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
Fine Tuning LLM for Enterprise: Practical Guidelines and Recommendations—0
Improving Retrieval for RAG based Question Answering Models on Financial Documents—0
Towards a RAG-based Summarization Agent for the Electron-Ion ColliderCode0
General LLMs as Instructors for Domain-Specific LLMs: A Sequential Fusion Method to Integrate Extraction and Editing—0
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based RetrieversCode2
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question AnsweringCode0
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering—0
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction—0
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-TuningCode0
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain FrameworkCode3
Loops On Retrieval Augmented Generation (LoRAG)—0
Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems—0
Embedded Named Entity Recognition using Probing ClassifiersCode0
HDLdebugger: Streamlining HDL debugging with Large Language Models—0
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-TuningCode1
S3LLM: Large-Scale Scientific Software Understanding with LLMs using Source, Metadata, and DocumentCode1
SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data StoresCode0
DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language ModelsCode2
Improving Medical Multi-modal Contrastive Learning with Expert AnnotationsCode0
Repoformer: Selective Retrieval for Repository-Level Code Completion—0
Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-BasesCode1
Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector—0
RAGGED: Towards Informed Design of Retrieval Augmented Generation SystemsCode2
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health recordsCode1
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics—0
From human experts to machines: An LLM supported approach to ontology and knowledge graph constructionCode3
Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systemsCode0
Development of a Reliable and Accessible Caregiving Language Model (CaLM)—0
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-FeedbackCode2
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design—0
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
Telecom Language Models: Must They Be Large?—0
HaluEval-Wild: Evaluating Hallucinations of Language Models in the WildCode0
FaaF: Facts as a Function for the evaluation of generated textCode0
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection AttacksCode1
SyllabusQA: A Course Logistics Question Answering DatasetCode0
Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models—0
Fine Tuning vs. Retrieval Augmented Generation for Less Popular KnowledgeCode0
RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots—0
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
EyeGPT: Ophthalmic Assistant with Large Language Models—0
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines—0
Retrieval-Augmented Generation for AI-Generated Content: A SurveyCode5
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