All eight dynamic text-attributed graphs provided by DTGB can be downloaded from here. Each graph is preserved through three files.

To address this gap, we introduce Dynamic Text-attributed Graph Benchmark (DTGB), a collection of large-scale, time-evolving graphs from diverse domains, with nodes and edges enriched by dynamically changing text attributes and categories.

To address this gap, we introduce Dynamic Text-attributed Graph Benchmark (DTGB), a collection of large-scale, time-evolving graphs from diverse domains, with nodes and edges enriched by dynamically changing text attributes and categories.

Generate text between nodes with specific purpose (e.g., generating positive review from a user to a item). Given the E-mail or discussion history among users, summary the development of thier conversation and answer questions about thier discussion via LLMs.

Jun 17, 2024 · To address this gap, we introduce Dynamic Text-attributed Graph Benchmark (DTGB), a collection of large-scale, time-evolving graphs from diverse domains, with nodes and edges enriched by...

The paper introduces a new dataset called Dynamic Text-attributed Graph Benchmark (DTGB) designed to help researchers better understand dynamic text-attributed graphs (DyTAGs), which are graphs where nodes and edges have text descriptions and change over time.

Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs - zjs123/DTGB

The proposed DTGB fosters research on DyTAGs and their broad applications. It offers a comprehensive benchmark for evaluating and advancing models to handle the interplay between dynamic graph structures and natural language.

Dec 31, 2023 · To address this gap, we introduce Dynamic Text-attributed Graph Benchmark (DTGB), a collection of large-scale, time-evolving graphs from diverse domains, with nodes and edges enriched by dynamically changing text attributes and categories.

The Defense Travel Governance Board (DTGB) is a Tier 2/O-8 level body that sets strategic direction and manages the execution of change across the Defense Travel Enterprise. The DTGB makes decisions and/or forwards recommendations regarding travel policy and regulations, processes, travel system changes, and legislation.