Cover Image

Information for Conversation Generation: Proposals Utilising Knowledge Graphs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Clay, Alex, Jiménez-Ruiz, Ernesto
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

Cognitively Inspired Components for Social Conversational Agents
by: Clay, Alex, et al.
Published: (2023)

Conversational Question Answering with Reformulations over Knowledge Graph
by: Liu, Lihui, et al.
Published: (2023)

Reinforcement Learning for Conversational Question Answering over Knowledge Graph
by: Wu, Mi
Published: (2024)

A Reality Check on Context Utilisation for Retrieval-Augmented Generation
by: Hagström, Lovisa, et al.
Published: (2024)

Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs
by: Huang, Yuxuan
Published: (2023)

Noise or Nuance: An Investigation Into Useful Information and Filtering For LLM Driven AKBC
by: Clay, Alex, et al.
Published: (2025)

Thinking Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge Graphs
by: Won, Jeongmoon, et al.
Published: (2026)

SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs
by: Wang, Hao, et al.
Published: (2025)

LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs
by: Xia, Fei, et al.
Published: (2022)

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

CUB: Benchmarking Context Utilisation Techniques for Language Models
by: Hagström, Lovisa, et al.
Published: (2025)

Disentangling concept semantics via multilingual averaging in Sparse Autoencoders
by: O'Reilly, Cliff, et al.
Published: (2025)

Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation
by: Park, Jinyoung, et al.
Published: (2024)

MGSA: Multi-Granularity Graph Structure Attention for Knowledge Graph-to-Text Generation
by: Wang, Shanshan, et al.
Published: (2024)

Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation
by: Sun, Liwen, et al.
Published: (2026)

Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs
by: Chen, Yurun, et al.
Published: (2025)

Long Story Generation via Knowledge Graph and Literary Theory
by: Shi, Ge, et al.
Published: (2025)

Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
by: Xu, Yao, 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)

Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
by: Hua, Yin, et al.
Published: (2025)

Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models
by: Wawrzik, Frank, et al.
Published: (2024)

Structured Information Matters: Explainable ICD Coding with Patient-Level Knowledge Graphs
by: Li, Mingyang, et al.
Published: (2025)

Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph
by: Zafar, Ahtsham, et al.
Published: (2023)

Reasoning over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
by: Qiu, Zhangchi, et al.
Published: (2024)

Hierarchical Retrieval with Out-Of-Vocabulary Queries: A Case Study on SNOMED CT
by: Dilworth, Jonathon, et al.
Published: (2025)

Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion
by: Liu, Yang, et al.
Published: (2024)

Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs
by: Ranaldi, Federico, et al.
Published: (2025)

Generating Faithful Text From a Knowledge Graph with Noisy Reference Text
by: Hashem, Tahsina, et al.
Published: (2023)

Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering
by: Jiang, Longquan, et al.
Published: (2025)

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
by: Wang, Qingyun, et al.
Published: (2020)

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

Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
by: Bai, Jiaxin, et al.
Published: (2023)

GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion
by: Xie, Qizhuo, et al.
Published: (2026)

Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems
by: Tsai, Shang-Chi, et al.
Published: (2025)

StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation
by: Zheng, Huawei, et al.
Published: (2026)

The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing
by: Li, Muzhi, et al.
Published: (2024)

KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models
by: Anand, Avinash, et al.
Published: (2024)

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

KGQuest: Template-Driven QA Generation from Knowledge Graphs with LLM-Based Refinement
by: Nayab, Sania, et al.
Published: (2025)

Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems
by: Qiu, Zhangchi, et al.
Published: (2023)