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Retrieval-augmented Generation

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TitleStatusHype
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope QuestionsCode0
SouLLMate: An Application Enhancing Diverse Mental Health Support with Adaptive LLMs, Prompt Engineering, and RAG Techniques—0
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs—0
Comparing the Utility, Preference, and Performance of Course Material Search Functionality and Retrieval-Augmented Generation Large Language Model (RAG-LLM) AI Chatbots in Information-Seeking Tasks—0
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data RewardsCode2
Integrating Temporal Representations for Dynamic Memory Retrieval and Management in Large Language Models—0
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented GenerationCode0
HEALTH-PARIKSHA: Assessing RAG Models for Health Chatbots in Real-World Multilingual Settings—0
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsCode1
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models—0
How Does Knowledge Selection Help Retrieval Augmented Generation?—0
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsCode1
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval—0
REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via Model Fusion of Embedding Models—0
Evaluation of Attribution Bias in Retrieval-Augmented Large Language Models—0
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical PerceptionCode3
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
MedAide: Towards an Omni Medical Aide via Specialized LLM-based Multi-Agent Collaboration—0
Is Semantic Chunking Worth the Computational Cost?—0
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language ModelsCode3
RuleRAG: Rule-guided retrieval-augmented generation with language models for question answeringCode1
De-jargonizing Science for Journalists with GPT-4: A Pilot StudyCode0
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data—0
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented GenerationCode0
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG taskCode0
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