Cover Image

Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Eponon, Anvi Alex, Shahiki-Tash, Moein, Batyrshin, Ildar, Maldonado-Sifuentes, Christian E., Sidorov, Grigori, Gelbukh, Alexander
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

How Psychological Learning Paradigms Shaped and Constrained Artificial Intelligence
by: Eponon, Alex Anvi, et al.
Published: (2026)

Social Support Detection from Social Media Texts
by: Ahani, Zahra, et al.
Published: (2024)

Exploring Sentiment Dynamics and Predictive Behaviors in Cryptocurrency Discussions by Few-Shot Learning with Large Language Models
by: Tash, Moein Shahiki, et al.
Published: (2024)

Analyzing Emotional Trends from X platform using SenticNet: A Comparative Analysis with Cryptocurrency Price
by: Tash, Moein Shahiki, et al.
Published: (2024)

Advanced Machine Learning Techniques for Social Support Detection on Social Media
by: Kolesnikova, Olga, et al.
Published: (2025)

Multilingual Hate Speech Detection in Social Media Using Translation-Based Approaches with Large Language Models
by: Usman, Muhammad, et al.
Published: (2025)

Online Social Support Detection in Spanish Social Media Texts
by: Tash, Moein Shahiki, et al.
Published: (2025)

Hope Speech Detection in code-mixed Roman Urdu tweets: A Positive Turn in Natural Language Processing
by: Ahmad, Muhammad, et al.
Published: (2025)

Opioid Named Entity Recognition (ONER-2025) from Reddit
by: Ahmad, Muhammad, et al.
Published: (2025)

SABIA: An AI-Powered Tool for Detecting Opioid-Related Behaviors on Social Media
by: Ahmad, Muhammad, et al.
Published: (2025)

Editorial
by: Ildar Batyrshin
Published: (2013)

LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval
by: Yun, Joohyung, et al.
Published: (2026)

Stress Detection on Code-Mixed Texts in Dravidian Languages using Machine Learning
by: Ramos, L., et al.
Published: (2024)

Pre-training vs. Fine-tuning: A Reproducibility Study on Dense Retrieval Knowledge Acquisition
by: Yao, Zheng, et al.
Published: (2025)

ViHERMES: A Graph-Grounded Multihop Question Answering Benchmark and System for Vietnamese Healthcare Regulations
by: Nguyen, Long S. T., et al.
Published: (2026)

Enhancing Document Retrieval for Curating N-ary Relations in Knowledge Bases
by: Wang, Xing David, et al.
Published: (2025)

FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering
by: Abaskohi, Amirhossein, et al.
Published: (2024)

Visualization of Similarity Measures for Binary Data and 2 x 2 Tables
by: Ildar Z. Batyrshin
Published: (2016)

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects
by: Tu, Yiteng, et al.
Published: (2025)

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

Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems
by: Kim, Sejong, et al.
Published: (2025)

Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval
by: Ding, Wentao, et al.
Published: (2024)

KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
by: Sun, Yushi, et al.
Published: (2025)

Lightning IR: Straightforward Fine-tuning and Inference of Transformer-based Language Models for Information Retrieval
by: Schlatt, Ferdinand, et al.
Published: (2024)

Utilizing deep learning models for the identification of enhancers and super-enhancers based on genomic and epigenomic features
by: Ahani, Zahra, et al.
Published: (2024)

Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering
by: Siriwardhana, Shamane, et al.
Published: (2021)

Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded Dialogue
by: Tran, Nhat, et al.
Published: (2024)

A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge
by: Rangan, Keshav, et al.
Published: (2024)

Cross-modal Retrieval for Knowledge-based Visual Question Answering
by: Lerner, Paul, et al.
Published: (2024)

Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems
by: Chen, Jiajing, et al.
Published: (2024)

RAKG:Document-level Retrieval Augmented Knowledge Graph Construction
by: Zhang, Hairong, et al.
Published: (2025)

Decomposing Retrieval Failures in RAG for Long-Document Financial Question Answering
by: Kobeissi, Amine, et al.
Published: (2026)

Optimizing Query Generation for Enhanced Document Retrieval in RAG
by: Koo, Hamin, et al.
Published: (2024)

Data-efficient Fine-tuning for LLM-based Recommendation
by: Lin, Xinyu, et al.
Published: (2024)

Enhancing Semantic Document Retrieval- Employing Group Steiner Tree Algorithm with Domain Knowledge Enrichment
by: Kulkarni, Apurva, et al.
Published: (2025)

ReAlign: Optimizing the Visual Document Retriever with Reasoning-Guided Fine-Grained Alignment
by: Yang, Hao, et al.
Published: (2026)

Enhancing Technical Documents Retrieval for RAG
by: Lai, Songjiang, et al.
Published: (2025)

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation
by: Meng, Zeyuan, et al.
Published: (2025)

KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation
by: Chen, Ching Han, et al.
Published: (2025)

HKRAG: Holistic Knowledge Retrieval-Augmented Generation Over Visually-Rich Documents
by: Tong, Anyang, et al.
Published: (2025)