conftrace_

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

Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation EMNLP 2024
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning EMNLP 2024
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs EMNLP 2024
Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024
Can Large Language Models Enhance Predictions of Disease Progression? Investigating Through Disease Network Link Prediction EMNLP 2024
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models EMNLP 2024
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs EMNLP 2024
Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP 2024
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG EMNLP 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024
Analysis of Plan-based Retrieval for Grounded Text Generation EMNLP 2024
Evidence Retrieval is almost All You Need for Fact Verification ACL 2024
Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks ACL 2024
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024
Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ACL 2024
DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models ACL 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024
SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution ACL 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs ACL 2024
Long-Context Language Modeling with Parallel Context Encoding ACL 2024
SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024
JellyBell at TextGraphs-17 Shared Task: Fusing Large Language Models with External Knowledge for Enhanced Question Answering ACL 2024
QUB-Cirdan at “Discharge Me!”: Zero shot discharge letter generation by open-source LLM ACL 2024