Cover Image

Selecting Between BERT and GPT for Text Classification in Political Science Research

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Yu, Qu, Wen, Ye, Xin
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

Mask-guided BERT for Few Shot Text Classification
by: Liao, Wenxiong, et al.
Published: (2023)

Enhancing LLM-Based Text Classification in Political Science: Automatic Prompt Optimization and Dynamic Exemplar Selection for Few-Shot Learning
by: Liu, Menglin, et al.
Published: (2024)

Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT
by: Lorenzoni, Giuliano, et al.
Published: (2024)

Political Leaning and Politicalness Classification of Texts
by: Volf, Matous, et al.
Published: (2025)

Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT
by: Baban, Hediyeh, et al.
Published: (2025)

KliniskVestBERT: BERT Model Specialised to Norwegian Clinical Texts
by: Autenried, Christian, et al.
Published: (2026)

AI-Generated Text Detection and Classification Based on BERT Deep Learning Algorithm
by: Wang, Hao, et al.
Published: (2024)

BERT vs GPT for financial engineering
by: Sharkey, Edward, et al.
Published: (2024)

Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
by: Zhang, Junyan, et al.
Published: (2025)

Lightweight Baselines for Medical Abstract Classification: DistilBERT with Cross-Entropy as a Strong Default
by: Liu, Jiaqi, et al.
Published: (2025)

RooseBERT: A New Deal For Political Language Modelling
by: Dore, Deborah, et al.
Published: (2025)

Enriched BERT Embeddings for Scholarly Publication Classification
by: Wolff, Benjamin, et al.
Published: (2024)

Learn to Select: Exploring Label Distribution Divergence for In-Context Demonstration Selection in Text Classification
by: Jiang, Ye, et al.
Published: (2025)

Single layer tiny Co$^4$ outpaces GPT-2 and GPT-BERT
by: Zain, Noor Ul, et al.
Published: (2025)

Investigating Text Shortening Strategy in BERT: Truncation vs Summarization
by: Mutasodirin, Mirza Alim, et al.
Published: (2024)

Analyzing Narrative Processing in Large Language Models (LLMs): Using GPT4 to test BERT
by: Krauss, Patrick, et al.
Published: (2024)

Political-LLM: Large Language Models in Political Science
by: Li, Lincan, et al.
Published: (2024)

A Tutorial on the Pretrain-Finetune Paradigm for Natural Language Processing
by: Wang, Yu, et al.
Published: (2024)

A Survey on the Real Power of ChatGPT
by: Liu, Ming, et al.
Published: (2024)

Chinese ModernBERT with Whole-Word Masking
by: Zhao, Zeyu, et al.
Published: (2025)

NeoBERT: A Next-Generation BERT
by: Breton, Lola Le, et al.
Published: (2025)

Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models
by: Lu, Zhenyi, et al.
Published: (2024)

BPDec: Unveiling the Potential of Masked Language Modeling Decoder in BERT pretraining
by: Liang, Wen, et al.
Published: (2024)

Semantic Similarity Matching for Patent Documents Using Ensemble BERT-related Model and Novel Text Processing Method
by: Yu, Liqiang, et al.
Published: (2024)

Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models
by: Kuzmin, Gleb, et al.
Published: (2024)

Batch Aggregation: An Approach to Enhance Text Classification with Correlated Augmented Data
by: Hui, Charco, et al.
Published: (2025)

A Novel BERT-based Classifier to Detect Political Leaning of YouTube Videos based on their Titles
by: AlDahoul, Nouar, et al.
Published: (2024)

G-SciEdBERT: A Contextualized LLM for Science Assessment Tasks in German
by: Latif, Ehsan, et al.
Published: (2024)

Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks
by: Wen, Ximing
Published: (2024)

Analyzing Gender Polarity in Short Social Media Texts with BERT: The Role of Emojis and Emoticons
by: Jazi, Saba Yousefian, et al.
Published: (2024)

Exploring the Reversal Curse and Other Deductive Logical Reasoning in BERT and GPT-Based Large Language Models
by: Wu, Da, et al.
Published: (2023)

Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification
by: Li, Yue, et al.
Published: (2025)

Is GPT-4 a reliable rater? Evaluating Consistency in GPT-4 Text Ratings
by: Hackl, Veronika, et al.
Published: (2023)

IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method
by: Kim, Mihyeon, et al.
Published: (2025)

KuBERT: Central Kurdish BERT Model and Its Application for Sentiment Analysis
by: Awlla, Kozhin muhealddin, et al.
Published: (2025)

Analyzing Multi-Head Attention on Trojan BERT Models
by: Wang, Jingwei
Published: (2024)

Ensemble BERT: A student social network text sentiment classification model based on ensemble learning and BERT architecture
by: Jiang, Kai, et al.
Published: (2024)

L2D-Clinical: Learning to Defer for Adaptive Model Selection in Clinical Text Classification
by: Kondadadi, Rishik, et al.
Published: (2026)

LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM
by: Zhou, Zhi, et al.
Published: (2025)

ChatGPT v.s. Media Bias: A Comparative Study of GPT-3.5 and Fine-tuned Language Models
by: Wen, Zehao, et al.
Published: (2024)