ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Junyong, Dai, Lu, Han, Ruiqian, Sui, Yijie, Wang, Ruilin, Sun, Xingliang, Wu, Qinglin, Feng, Min, Liu, Hao, Xiong, Hui |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation
by: Hu, Hao, et al.
Published: (2025)
by: Hu, Hao, et al.
Published: (2025)
Synergizing RAG and Reasoning: A Systematic Review
by: Gao, Yunfan, et al.
Published: (2025)
by: Gao, Yunfan, et al.
Published: (2025)
Unleashing the Power of Large Language Model for Denoising Recommendation
by: Wang, Shuyao, et al.
Published: (2025)
by: Wang, Shuyao, et al.
Published: (2025)
IGMiRAG: Intuition-Guided Retrieval-Augmented Generation with Adaptive Mining of In-Depth Memory
by: Hou, Xingliang, et al.
Published: (2026)
by: Hou, Xingliang, et al.
Published: (2026)
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation
by: Feng, Yifan, et al.
Published: (2025)
by: Feng, Yifan, et al.
Published: (2025)
OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models
by: Feng, Hui, et al.
Published: (2025)
by: Feng, Hui, et al.
Published: (2025)
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers
by: Liu, Javin, et al.
Published: (2025)
by: Liu, Javin, et al.
Published: (2025)
Improve Dense Passage Retrieval with Entailment Tuning
by: Dai, Lu, et al.
Published: (2024)
by: Dai, Lu, et al.
Published: (2024)
PentaRAG: Large-Scale Intelligent Knowledge Retrieval for Enterprise LLM Applications
by: Syarubany, Abu Hanif Muhammad, et al.
Published: (2025)
by: Syarubany, Abu Hanif Muhammad, et al.
Published: (2025)
OpenResearcher: Unleashing AI for Accelerated Scientific Research
by: Zheng, Yuxiang, et al.
Published: (2024)
by: Zheng, Yuxiang, et al.
Published: (2024)
DIET: Learning to Distill Dataset Continually for Recommender Systems
by: Zhang, Jiaqing, et al.
Published: (2026)
by: Zhang, Jiaqing, et al.
Published: (2026)
Can It Reach the Generator? Investigating the Survival of Prompt-Injection Attacks in Realistic RAG Settings
by: Yin, Yu, et al.
Published: (2026)
by: Yin, Yu, et al.
Published: (2026)
Memento: Personalized RAG-Style Long-Retention Data Scaling for META Ads Recommendation
by: Chen, Xiaoyu, et al.
Published: (2026)
by: Chen, Xiaoyu, et al.
Published: (2026)
ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents
by: Kang, Hao, et al.
Published: (2024)
by: Kang, Hao, et al.
Published: (2024)
FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation
by: Zhang, Zhuocheng, et al.
Published: (2025)
by: Zhang, Zhuocheng, et al.
Published: (2025)
RAGRouter-Bench: A Dataset and Benchmark for Adaptive RAG Routing
by: Wang, Ziqi, et al.
Published: (2026)
by: Wang, Ziqi, et al.
Published: (2026)
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems
by: de Lima, Rafael Teixeira, et al.
Published: (2024)
by: de Lima, Rafael Teixeira, et al.
Published: (2024)
U-Sticker: A Large-Scale Multi-Domain User Sticker Dataset for Retrieval and Personalization
by: Chee, Heng Er Metilda, et al.
Published: (2025)
by: Chee, Heng Er Metilda, et al.
Published: (2025)
PreQRAG -- Classify and Rewrite for Enhanced RAG
by: Martinez, Damian, et al.
Published: (2025)
by: Martinez, Damian, et al.
Published: (2025)
Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review
by: Nagori, Aditya, et al.
Published: (2025)
by: Nagori, Aditya, et al.
Published: (2025)
NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System
by: Nigam, Shubham Kumar, et al.
Published: (2025)
by: Nigam, Shubham Kumar, et al.
Published: (2025)
Evaluating Conversational Recommender Systems via Large Language Models: A User-Centric Framework
by: Chen, Nuo, et al.
Published: (2025)
by: Chen, Nuo, et al.
Published: (2025)
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research
by: Qiao, Shuofei, et al.
Published: (2026)
by: Qiao, Shuofei, et al.
Published: (2026)
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights
by: Han, Haoyu, et al.
Published: (2025)
by: Han, Haoyu, et al.
Published: (2025)
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation
by: Wang, Shuyao, et al.
Published: (2024)
by: Wang, Shuyao, et al.
Published: (2024)
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs
by: Hu, Yuntong, et al.
Published: (2025)
by: Hu, Yuntong, et al.
Published: (2025)
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers
by: Zhang, Zhuocheng, et al.
Published: (2025)
by: Zhang, Zhuocheng, et al.
Published: (2025)
Automating Iconclass: LLMs and RAG for Large-Scale Classification of Religious Woodcuts
by: Thomas, Drew B.
Published: (2025)
by: Thomas, Drew B.
Published: (2025)
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
by: Asai, Akari, et al.
Published: (2024)
by: Asai, Akari, et al.
Published: (2024)
TC-RAG:Turing-Complete RAG's Case study on Medical LLM Systems
by: Jiang, Xinke, et al.
Published: (2024)
by: Jiang, Xinke, et al.
Published: (2024)
Synergizing Knowledge Graphs with Large Language Models: A Comprehensive Review and Future Prospects
by: Li, DaiFeng, et al.
Published: (2024)
by: Li, DaiFeng, et al.
Published: (2024)
Mixture-of-RAG: Integrating Text and Tables with Large Language Models
by: Zhang, Chi, et al.
Published: (2025)
by: Zhang, Chi, et al.
Published: (2025)
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework
by: Zhu, Kunlun, et al.
Published: (2024)
by: Zhu, Kunlun, et al.
Published: (2024)
AMAQA: A Metadata-based QA Dataset for RAG Systems
by: Bruni, Davide, et al.
Published: (2025)
by: Bruni, Davide, et al.
Published: (2025)
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks
by: Gao, Yunfan, et al.
Published: (2024)
by: Gao, Yunfan, et al.
Published: (2024)
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
by: Liu, Hao, et al.
Published: (2025)
by: Liu, Hao, et al.
Published: (2025)
KuaiSearch: A Large-Scale E-Commerce Search Dataset for Recall, Ranking, and Relevance
by: Li, Yupeng, et al.
Published: (2026)
by: Li, Yupeng, et al.
Published: (2026)
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG
by: Zhao, Xinping, et al.
Published: (2024)
by: Zhao, Xinping, et al.
Published: (2024)
HLTCOE at LiveRAG: GPT-Researcher using ColBERT retrieval
by: Duh, Kevin, et al.
Published: (2025)
by: Duh, Kevin, et al.
Published: (2025)
UniRAG: Universal Retrieval Augmentation for Large Vision Language Models
by: Sharifymoghaddam, Sahel, et al.
Published: (2024)
by: Sharifymoghaddam, Sahel, et al.
Published: (2024)
Similar Items
-
Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation
by: Hu, Hao, et al.
Published: (2025) -
Synergizing RAG and Reasoning: A Systematic Review
by: Gao, Yunfan, et al.
Published: (2025) -
Unleashing the Power of Large Language Model for Denoising Recommendation
by: Wang, Shuyao, et al.
Published: (2025) -
IGMiRAG: Intuition-Guided Retrieval-Augmented Generation with Adaptive Mining of In-Depth Memory
by: Hou, Xingliang, et al.
Published: (2026) -
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation
by: Feng, Yifan, et al.
Published: (2025)