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Retrieval-augmented Generation

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Showing 2001–2050 of 2196 papers

TitleStatusHype
iRAG: Advancing RAG for Videos with an Incremental Approach—0
Exploring the landscape of large language models: Foundations, techniques, and challenges—0
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation—0
A Survey on Retrieval-Augmented Text Generation for Large Language Models—0
Position Engineering: Boosting Large Language Models through Positional Information Manipulation—0
Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study—0
Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission—0
Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT—0
Introducing Super RAGs in Mistral 8x7B-v1—0
Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision—0
Reducing hallucination in structured outputs via Retrieval-Augmented Generation—0
Generative Information Retrieval Evaluation—0
LLMs in Biomedicine: A study on clinical Named Entity RecognitionCode0
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability—0
Onco-Retriever: Generative Classifier for Retrieval of EHR Records in Oncology—0
Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform—0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering—0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
A Comparison of Methods for Evaluating Generative IRCode0
Assisting humans in complex comparisons: automated information comparison at scale—0
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models—0
uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?Code0
Concept-Guided LLM Agents for Human-AI Safety Codesign—0
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
Observations on Building RAG Systems for Technical Documents—0
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation—0
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs—0
Towards a Robust Retrieval-Based Summarization SystemCode0
FairRAG: Fair Human Generation via Fair Retrieval Augmentation—0
MFORT-QA: Multi-hop Few-shot Open Rich Table Question Answering—0
FACTOID: FACtual enTailment fOr hallucInation Detection—0
Are Large Language Models Good at Utility Judgments?Code0
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check—0
CPR: Retrieval Augmented Generation for Copyright Protection—0
Evaluation of Semantic Search and its Role in Retrieved-Augmented-Generation (RAG) for Arabic Language—0
Improving Retrieval for RAG based Question Answering Models on Financial Documents—0
Fine Tuning LLM for Enterprise: Practical Guidelines and Recommendations—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
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
Loops On Retrieval Augmented Generation (LoRAG)—0
HDLdebugger: Streamlining HDL debugging with Large Language Models—0
Embedded Named Entity Recognition using Probing ClassifiersCode0
Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems—0
SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data StoresCode0
Improving Medical Multi-modal Contrastive Learning with Expert AnnotationsCode0
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