Gpt-4v (ision) as a social media analysis engine

H Lyu, J Huang, D Zhang, Y Yu, X Mou, J Pan… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent research has offered insights into the extraordinary capabilities of Large Multimodal
Models (LMMs) in various general vision and language tasks. There is growing interest in …

Unleashing the Power of Language Models in Text-Attributed Graph

H Kuang, J Xu, H Zhang, Z Zhao, Q Zhang… - Findings of the …, 2023 - aclanthology.org
Abstract Representation learning on graph has been demonstrated to be a powerful tool for
solving real-world problems. Text-attributed graph carries both semantic and structural …

Unifying Local and Global Knowledge: Empowering Large Language Models as Political Experts with Knowledge Graphs

X Mou, Z Li, H Lyu, J Luo, Z Wei - Proceedings of the ACM on Web …, 2024 - dl.acm.org
Large Language Models (LLMs) have revolutionized solutions for general natural language
processing (NLP) tasks. However, deploying these models in specific domains still faces …

One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling

R Ma, J Xu, X Zhang, H Zhang, Z Zhao… - Findings of the …, 2023 - aclanthology.org
Online community is composed of communities, users, and user-generated textual content,
with rich information that can help us solve social problems. Previous research hasn't fully …

Political Actor Agent: Simulating Legislative System for Roll Call Votes Prediction with Large Language Models

H Li, R Gong, H Jiang - arXiv preprint arXiv:2412.07144, 2024 - arxiv.org
Predicting roll call votes through modeling political actors has emerged as a focus in
quantitative political science and computer science. Widely used embedding-based …

Analysis of State-Level Legislative Process in Enhanced Linguistic and Nationwide Network Contexts

M Davoodi, D Goldwasser - … of the 2024 Conference of the North …, 2024 - aclanthology.org
State bills have a significant impact on various aspects of society, including health,
education, and the economy. Consequently, it is crucial to conduct systematic research on …

PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph

K Wu, X Mou, L Xue, Z Ying, W Wang… - Proceedings of the …, 2024 - aclanthology.org
Modeling social media users is the core of social governance in the digital society. Existing
works have incorporated different digital traces to better learn the representations of social …

ANALYSIS AND MODELING OF STATE-LEVEL POLICY AND LEGISLATIVE TEXT WITH NLP AND ML TECHNIQUES

M Davoodi - 2024 - hammer.purdue.edu
State-level policy decisions significantly influence various aspects of our daily lives, such as
access to healthcare and education. Despite their importance, there is a limited …

Research on Automatic Classification Based on Academic Text Corpus

C Jiang, Z Zhao, N Wu, L Lin - International …, 2023 - systems.enpress-publisher.com
Recognizing the discipline category of the abstract text is of great significance for automatic
text recommendation and knowledge mining. Therefore, this study obtained the abstract text …