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retrieval-augmented generation

1592 papers

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Also known as

RAG

Co-occurring keywords

large language model (13587) question answering (2963) information retrieval (1514) knowledge graph (1837) retrieval augmented generation (330) language model (4599) knowledge retrieval (330) text generation (2913) in-context learning (1405) multi-hop reasoning (423)

Papers

RaggedyFive at SemEval-2025 Task 3: Hallucination Span Detection Using Unverifiable Answer Detection SEMEVAL 2025
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging SEMEVAL 2025
UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection SEMEVAL 2025
QleverAnswering-PUCRS at SemEval-2025 Task 8: Exploring LLM agents, code generation and correction for Table Question Answering ACL 2025
Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers SEMEVAL 2025
More Bang for your Context: Virtual Documents for Question Answering over Long Documents EMNLP 2024
A Grounded Preference Model for LLM Alignment ACL 2024
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ACL 2024
Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024
Multi-Modal Retrieval For Large Language Model Based Speech Recognition ACL 2024
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024
Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024
Aggregating Impressions on Celebrities and their Reasons from Microblog Posts and Web Search Pages ACL 2024
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024
PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering ACL 2024
Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models ACL 2024
ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering ACL 2024
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems ACL 2024
Evaluating Very Long-Term Conversational Memory of LLM Agents ACL 2024
Benchmarking Large Language Models in Retrieval-Augmented Generation AAAI 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems NAACL 2024