Cover Image

AgriIR: A Scalable Framework for Domain-Specific Knowledge Retrieval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Seal, Shuvam Banerji, Poddar, Aheli, Mishra, Alok, Roy, Dwaipayan
Format:	Preprint
Published:	2026
Subjects:	Information Retrieval Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs
by: Liu, Jinzhe, et al.
Published: (2024)

Domain-Specific Query Understanding for Automotive Applications: A Modular and Scalable Approach
by: Motiyani, Isha, et al.
Published: (2026)

How good are LLMs at Retrieving Documents in a Specific Domain?
by: Islam, Nafis Tanveer, et al.
Published: (2025)

Towards AI Evaluation in Domain-Specific RAG Systems: The AgriHubi Case Study
by: Hasan, Md. Toufique, et al.
Published: (2026)

LMAR: Language Model Augmented Retriever for Domain-specific Knowledge Indexing
by: Zhao, Yao, et al.
Published: (2025)

Finder: A Multimodal AI-Powered Search Framework for Pharmaceutical Data Retrieval
by: Mishra, Suyash, et al.
Published: (2026)

DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management
by: Yin, Kai, et al.
Published: (2025)

HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations
by: Yang, Peiru, et al.
Published: (2025)

DS SERVE: A Framework for Efficient and Scalable Neural Retrieval
by: Liu, Jinjian, et al.
Published: (2025)

PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models
by: Liu, Yu, et al.
Published: (2025)

LIT-GRAPH: Evaluating Deep vs. Shallow Graph Embeddings for High-Quality Text Recommendation in Domain-Specific Knowledge Graphs
by: Gelal, Nirmal, et al.
Published: (2026)

Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization
by: Barron, Ryan C., et al.
Published: (2024)

Interpretability Analysis of Domain Adapted Dense Retrievers
by: Yuksel, Goksenin, et al.
Published: (2025)

DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph
by: Yang, Mengzheng, et al.
Published: (2025)

Knowledge Retrieval Based on Generative AI
by: Yang, Te-Lun, et al.
Published: (2025)

KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models
by: Chen, Weijie, et al.
Published: (2024)

AgenticRAG: Agentic Retrieval for Enterprise Knowledge Bases
by: Suresh, Susheel, et al.
Published: (2026)

Zero-Shot Retrieval for Scalable Visual Search in a Two-Sided Marketplace
by: Rusli, Andre, et al.
Published: (2025)

Retrieval-Oriented Knowledge for Click-Through Rate Prediction
by: Liu, Huanshuo, et al.
Published: (2024)

Hyperbolic Knowledge Transfer in Cross-Domain Recommendation System
by: Yang, Xin, et al.
Published: (2024)

RAGe: A Retrieval-Augmented Generation Evaluation Framework
by: Guder, Larissa, et al.
Published: (2026)

Learn Before Represent: Bridging Generative and Contrastive Learning for Domain-Specific LLM Embeddings
by: Liang, Xiaoyu, et al.
Published: (2026)

UniRank: End-to-End Domain-Specific Reranking of Hybrid Text-Image Candidates
by: Yang, Yupei, et al.
Published: (2026)

Chatbot-Based Ontology Interaction Using Large Language Models and Domain-Specific Standards
by: Reif, Jonathan, et al.
Published: (2024)

Domain-Partitioned Hybrid RAG for Legal Reasoning: Toward Modular and Explainable Legal AI for India
by: Goel, Rakshita, et al.
Published: (2025)

OmniBench-RAG: A Multi-Domain Evaluation Platform for Retrieval-Augmented Generation Tools
by: Liang, Jiaxuan, et al.
Published: (2025)

MACA: A Framework for Distilling Trustworthy LLMs into Efficient Retrievers
by: Gudipudi, Satya Swaroop, et al.
Published: (2026)

HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering
by: Shin, Joongmin, et al.
Published: (2026)

Cultural Analytics for Good: Building Inclusive Evaluation Frameworks for Historical IR
by: Datta, Suchana, et al.
Published: (2026)

A Multi-Source Retrieval Question Answering Framework Based on RAG
by: Wu, Ridong, et al.
Published: (2024)

Chunk Knowledge Generation Model for Enhanced Information Retrieval: A Multi-task Learning Approach
by: Kim, Jisu, et al.
Published: (2025)

UnIte: Uncertainty-based Iterative Document Sampling for Domain Adaptation in Information Retrieval
by: Kim, Jongyoon, et al.
Published: (2026)

Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education
by: Jia, Yanhao, et al.
Published: (2025)

Reason to Contrast: A Cascaded Multimodal Retrieval Framework
by: Cui, Xuanming, et al.
Published: (2025)

Large-Scale Multi-Domain Recommendation: an Automatic Domain Feature Extraction and Personalized Integration Framework
by: Xi, Dongbo, et al.
Published: (2024)

QBR: A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public
by: Yuan, Mingruo, et al.
Published: (2025)

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science
by: Aytar, Ahmet Yasin, et al.
Published: (2024)

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework
by: Zhang, Chao, et al.
Published: (2025)

CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models
by: Lu, Jianling, et al.
Published: (2025)

A Hybrid Knowledge-Grounded Framework for Safety and Traceability in Prescription Verification
by: Zhu, Yichi, et al.
Published: (2026)