Image de couverture de livre

DeepEra: A Deep Evidence Reranking Agent for Scientific Retrieval-Augmented Generated Question Answering

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Haotian, Long, Qingqing, Pu, Siyu, Luo, Xiao, Ju, Wei, Xiao, Meng, Zhou, Yuanchun, Zhao, Jianghua, Wang, Xuezhi
Format:	Preprint
Publié:	2026
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

SciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generated LLMs
par: Chen, Haotian, et autres
Publié: (2025)

BioRAG: A RAG-LLM Framework for Biological Question Reasoning
par: Wang, Chengrui, et autres
Publié: (2024)

Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering
par: Shi, Jimeng, et autres
Publié: (2025)

SQuAI: Scientific Question-Answering with Multi-Agent Retrieval-Augmented Generation
par: Besrour, Ines, et autres
Publié: (2025)

Reinforcement Learning-based Feature Generation Algorithm for Scientific Data
par: Xiao, Meng, et autres
Publié: (2025)

Enhancing Financial Report Question-Answering: A Retrieval-Augmented Generation System with Reranking Analysis
par: Cheng, Zhiyuan, et autres
Publié: (2026)

MuISQA: Multi-Intent Retrieval-Augmented Generation for Scientific Question Answering
par: Li, Zhiyuan, et autres
Publié: (2025)

scReader: Prompting Large Language Models to Interpret scRNA-seq Data
par: Li, Cong, et autres
Publié: (2024)

Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training
par: Xiao, Meng, et autres
Publié: (2025)

GeneSUM: Large Language Model-based Gene Summary Extraction
par: Chen, Zhijian, et autres
Publié: (2024)

ScienceDB AI: An LLM-Driven Agentic Recommender System for Large-Scale Scientific Data Sharing Services
par: Long, Qingqing, et autres
Publié: (2026)

SCRA-VQA: Summarized Caption-Rerank for Augmented Large Language Models in Visual Question Answering
par: Zhang, Yan, et autres
Publié: (2025)

Hybrid Retrieval-Augmented Generation Agent for Trustworthy Legal Question Answering in Judicial Forensics
par: Xi, Yueqing, et autres
Publié: (2025)

KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
par: Sun, Yushi, et autres
Publié: (2025)

Knowledge Hierarchy Guided Biological-Medical Dataset Distillation for Domain LLM Training
par: Cai, Xunxin, et autres
Publié: (2025)

Federated Retrieval Augmented Generation for Multi-Product Question Answering
par: Shojaee, Parshin, et autres
Publié: (2025)

A Hybrid Retrieval and Reranking Framework for Evidence-Grounded Retrieval-Augmented Generation
par: Irany, Fariba Afrin, et autres
Publié: (2026)

Knowledge-Aware Diverse Reranking for Cross-Source Question Answering
par: Zhou, Tong
Publié: (2025)

COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing
par: Li, Yuqi, et autres
Publié: (2024)

Retrieval-Augmented Question Answering over Scientific Literature for the Electron-Ion Collider
par: Jat, Tina. J., et autres
Publié: (2026)

RAGentA: Multi-Agent Retrieval-Augmented Generation for Attributed Question Answering
par: Besrour, Ines, et autres
Publié: (2025)

GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation
par: Lin, Guojiao, et autres
Publié: (2024)

From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering
par: Li, Lei, et autres
Publié: (2025)

Retrieval Augmented Generation for Domain-specific Question Answering
par: Sharma, Sanat, et autres
Publié: (2024)

RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering
par: Zhang, Zihan, et autres
Publié: (2024)

Comprehend, Divide, and Conquer: Feature Subspace Exploration via Multi-Agent Hierarchical Reinforcement Learning
par: Zhang, Weiliang, et autres
Publié: (2025)

PDF Retrieval Augmented Question Answering
par: Hoang, Thi Thu Uyen, et autres
Publié: (2025)

Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation
par: Sun, Jiashuo, et autres
Publié: (2026)

Beyond Independent Passages: Adaptive Passage Combination Retrieval for Retrieval Augmented Open-Domain Question Answering
par: Ko, Ting-Wen, et autres
Publié: (2025)

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
par: Long, Xinwei, et autres
Publié: (2025)

Agentic Retrieval-Augmented Generation for Financial Document Question Answering
par: Shu, Yang, et autres
Publié: (2026)

Knowledge Graph-extended Retrieval Augmented Generation for Question Answering
par: Linders, Jasper, et autres
Publié: (2025)

Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering
par: Chen, Xupeng, et autres
Publié: (2026)

Rationale-Guided Retrieval Augmented Generation for Medical Question Answering
par: Sohn, Jiwoong, et autres
Publié: (2024)

Metadata-Driven Retrieval-Augmented Generation for Financial Question Answering
par: Dadopoulos, Michail, et autres
Publié: (2025)

Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
par: Dong, Kuicai, et autres
Publié: (2025)

Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation
par: Beauchemin, David, et autres
Publié: (2024)

Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
par: Shi, Zhengliang, et autres
Publié: (2024)

Multimodal Reranking for Knowledge-Intensive Visual Question Answering
par: Wen, Haoyang, et autres
Publié: (2024)

MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation
par: Yuan, Zheng, et autres
Publié: (2026)