Cover Image

Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Park, Jinyoung, Joo, Minseok, Kim, Joo-Kyung, Kim, Hyunwoo J.
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models
by: Park, Jinyoung, et al.
Published: (2023)

Aligning Extraction and Generation for Robust Retrieval-Augmented Generation
by: Song, Hwanjun, et al.
Published: (2025)

HyperGraphPro: Progress-Aware Reinforcement Learning for Structure-Guided Hypergraph RAG
by: Park, Jinyoung, et al.
Published: (2026)

M$^3$KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation
by: Park, Hyeongcheol, et al.
Published: (2025)

ProgRAG: Hallucination-Resistant Progressive Retrieval and Reasoning over Knowledge Graphs
by: Park, Minbae, et al.
Published: (2025)

SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation
by: Cai, Yuzheng, et al.
Published: (2024)

TCAR-Gen: Temporal Graph Retrieval with Evidence Fusion for Knowledge-Grounded Generation
by: Nasir, Sidra, et al.
Published: (2026)

Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph
by: Prahlad, Deeksha, et al.
Published: (2025)

Reformulating KV Cache Eviction Problem for Long-Context LLM Inference
by: Mai, Tho, et al.
Published: (2026)

Multi-Document Grounded Multi-Turn Synthetic Dialog Generation
by: Lee, Young-Suk, et al.
Published: (2024)

How Well Do Large Language Models Truly Ground?
by: Lee, Hyunji, et al.
Published: (2023)

DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO
by: Park, Jinyoung, et al.
Published: (2025)

DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains
by: Xiao, Yongkang, et al.
Published: (2025)

KatFishNet: Detecting LLM-Generated Korean Text through Linguistic Feature Analysis
by: Park, Shinwoo, et al.
Published: (2025)

PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning
by: Jung, Min Jae, et al.
Published: (2024)

Knowledge Graph-Guided Retrieval Augmented Generation
by: Zhu, Xiangrong, et al.
Published: (2025)

Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation
by: Agrawal, Atharva Mangeshkumar, et al.
Published: (2025)

RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph
by: Kim, Junsik, et al.
Published: (2025)

GS-KGC: A Generative Subgraph-based Framework for Knowledge Graph Completion with Large Language Models
by: Yang, Rui, et al.
Published: (2024)

Retrieve What's Missing: Coverage-Maximizing Retrieval for Consistent Long Video Generation
by: Joo, Minseok, et al.
Published: (2026)

Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems
by: Lakatos, Robert, et al.
Published: (2024)

TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation
by: Fang, Jinyuan, et al.
Published: (2024)

DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG
by: Kim, Jinyoung, et al.
Published: (2024)

Fact or Fiction? Improving Fact Verification with Knowledge Graphs through Simplified Subgraph Retrievals
by: Opsahl, Tobias A.
Published: (2024)

Align to Structure: Aligning Large Language Models with Structural Information
by: Kim, Zae Myung, et al.
Published: (2025)

When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs
by: Jeong, Soyeong, et al.
Published: (2025)

DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space
by: Xiang, Jianxiang, et al.
Published: (2024)

Ground-Truth Subgraphs for Better Training and Evaluation of Knowledge Graph Augmented LLMs
by: Cattaneo, Alberto, et al.
Published: (2025)

Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model
by: Kim, Daehee, et al.
Published: (2024)

The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG)
by: Cai, Yucheng, et al.
Published: (2024)

Personality-affected Emotion Generation in Dialog Systems
by: Wen, Zhiyuan, et al.
Published: (2024)

RAGA: Reading-And-Graph-building-Agent for Autonomous Knowledge Graph Construction and Retrieval-Augmented Generation
by: Han, Chengrui, et al.
Published: (2026)

R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs
by: Jo, Sumin, et al.
Published: (2025)

CONDESION-BENCH: Conditional Decision-Making of Large Language Models in Compositional Action Space
by: Hwang, Yeonjun, et al.
Published: (2026)

Retrieval-Augmented Generation with Hierarchical Knowledge
by: Huang, Haoyu, et al.
Published: (2025)

Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning
by: Li, Muzhi, et al.
Published: (2024)

Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation
by: Park, Dogyun, et al.
Published: (2025)

Cleanse: Uncertainty Estimation Approach Using Clustering-based Semantic Consistency in LLMs
by: Joo, Minsuh, et al.
Published: (2025)

Multi-View Attention Multiple-Instance Learning Enhanced by LLM Reasoning for Cognitive Distortion Detection
by: Kim, Jun Seo, et al.
Published: (2025)

Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMs
by: Omar, Reham, et al.
Published: (2025)