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

SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model EMNLP 2024
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction EMNLP 2024
PDFTriage: Question Answering over Long, Structured Documents EMNLP 2024
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model EMNLP 2024
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing EMNLP 2024
Adapting LLMs for Structured Natural Language API Integration EMNLP 2024
Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024
RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings EMNLP 2024
RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering EMNLP 2024
Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models EMNLP 2024
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain EMNLP 2024
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation EMNLP 2024
EchoSight: Advancing Visual-Language Models with Wiki Knowledge EMNLP 2024
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering EMNLP 2024
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP 2024
EvoR: Evolving Retrieval for Code Generation EMNLP 2024
Typos that Broke the RAG’s Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations EMNLP 2024
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs EMNLP 2024
Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models EMNLP 2024
TriageAgent: Towards Better Multi-Agents Collaborations for Large Language Model-Based Clinical Triage EMNLP 2024
Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024