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

A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential ACL 2024
KaPQA: Knowledge-Augmented Product Question-Answering ACL 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation ACL 2024
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions ACL 2024
Evaluating ChatNetZero, an LLM-Chatbot to Demystify Climate Pledges ACL 2024
Ixa-Med at Discharge Me! Retrieval-Assisted Generation for Streamlining Discharge Documentation ACL 2024
TLab at #SMM4H 2024: Retrieval-Augmented Generation for ADE Extraction and Normalization ACL 2024
Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy ACL 2024
Spiral of Silence: How is Large Language Model Killing Information Retrieval?—A Case Study on Open Domain Question Answering ACL 2024
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags ACL 2024
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources ACL 2024
Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization ACL 2024
Towards Demonstration-Aware Large Language Models for Machine Translation ACL 2024
RaDA: Retrieval-augmented Web Agent Planning with LLMs ACL 2024
Retrieval-Augmented Modular Prompt Tuning for Low-Resource Data-to-Text Generation COLING 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM COLING 2024
RADCoT: Retrieval-Augmented Distillation to Specialization Models for Generating Chain-of-Thoughts in Query Expansion COLING 2024
Retrieval-Augmented Embodied Agents CVPR 2024
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation CVPR 2024
LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion CVPR 2024
Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator EMNLP 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction EMNLP 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024