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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

A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia ACL 2024
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? ACL 2024
Intuitive or Dependent? Investigating LLMs’ Behavior Style to Conflicting Prompts ACL 2024
UHH at AVeriTeC: RAG for Fact-Checking with Real-World Claims EMNLP 2024
ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ACL 2024
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack NIPS 2024
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token NIPS 2024
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia NIPS 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs NIPS 2024
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation NIPS 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering NIPS 2024
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding ACL 2024
Multi-hop Database Reasoning with Virtual Knowledge Graph ACL 2024
Retrieval-Augmented Multilingual Knowledge Editing ACL 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification EMNLP 2024
PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents EMNLP 2024
TableRAG: Million-Token Table Understanding with Language Models NIPS 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NIPS 2024
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning EMNLP 2024
OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP 2024
LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NIPS 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models NIPS 2024