21 citations · 31 across the 4 of their papers we have counts for
4 papers
Visual Analysis of LLM-based Entity Resolution from Scientific Papers
Siyu Wu, Yi Yang, Weize Wu +6
This paper focuses on the visual analytics support for extracting domain-specific entity from extensive scientific literature, a task with inherent limitations using traditional na…
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations
Lei Shi, Zhimeng Liu, Yi Yang +13
The extraction of Metal-Organic Frameworks (MOFs) synthesis route from literature has been crucial for the logical MOFs design with desirable functionality. The recent advent of la…
Multi-View Empowered Structural Graph Wordification for Language Models
Zipeng Liu, Likang Wu, Ming He +3
Significant efforts have been dedicated to integrating the powerful Large Language Models (LLMs) with diverse modalities, particularly focusing on the fusion of language, vision an…
Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding
Zipeng Liu, Yang Wang, Jürgen Bernard +1
Graph neural networks (GNNs) are a class of powerful machine learning tools that model node relations for making predictions of nodes or links. GNN developers rely on quantitative…