retrieval-augmented generation

PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers NAACL 2024 Position Engineering: Boosting Large Language Models through Positional Information Manipulation EMNLP 2024 ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context EMNLP 2024 Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024 QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs EMNLP 2024 QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024 QUB-Cirdan at “Discharge Me!”: Zero shot discharge letter generation by open-source LLM ACL 2024 Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation EMNLP 2024 Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024 Question-Based Retrieval using Atomic Units for Enterprise RAG EMNLP 2024 R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024 RA2FD: Distilling Faithfulness into Efficient Dialogue Systems EMNLP 2024 RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings EMNLP 2024 RaDA: Retrieval-augmented Web Agent Planning with LLMs ACL 2024 RADCoT: Retrieval-Augmented Distillation to Specialization Models for Generating Chain-of-Thoughts in Query Expansion COLING 2024 RA-DIT: Retrieval-Augmented Dual Instruction Tuning ICLR 2024 RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024 RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models EMNLP 2024 RAGAs: Automated Evaluation of Retrieval Augmented Generation EACL 2024 RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation NeurIPS 2024 RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Multi-Modal Large Language Model Learning RSS 2024 RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024 RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024 RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024 RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering EMNLP 2024