conftrace_

retrieval-augmented generation

1592 papers

Explore in graph

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

RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM EMNLP 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases EMNLP 2024
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024
Generating Media Background Checks for Automated Source Critical Reasoning EMNLP 2024
Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft EMNLP 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking EMNLP 2024
Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024
ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024
HyQE: Ranking Contexts with Hypothetical Query Embeddings EMNLP 2024
Retrieval Evaluation for Long-Form and Knowledge-Intensive Image–Text Article Composition EMNLP 2024
Improving Covert Toxicity Detection by Retrieving and Generating References NAACL 2024
Incorporating Dialect Understanding Into LLM Using RAG and Prompt Engineering Techniques for Causal Commonsense Reasoning NAACL 2024
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks NAACL 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization NAACL 2024
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation NIPS 2024
Approaching Human-Level Forecasting with Language Models NIPS 2024
RAGraph: A General Retrieval-Augmented Graph Learning Framework NIPS 2024
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction NIPS 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NIPS 2024
FinBen: A Holistic Financial Benchmark for Large Language Models NIPS 2024
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation EMNLP 2024