Imagen de Portada

Enriched BERT Embeddings for Scholarly Publication Classification

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wolff, Benjamin, Seidlmayer, Eva, Förstner, Konrad U.
Formato:	Preprint
Publicado:	2024
Materias:	Artificial Intelligence Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Four Shades of Life Sciences: A Dataset for Disinformation Detection in the Life Sciences
por: Seidlmayer, Eva, et al.
Publicado: (2025)

HYBRINFOX at CheckThat! 2024 -- Task 2: Enriching BERT Models with the Expert System VAGO for Subjectivity Detection
por: Casanova, Morgane, et al.
Publicado: (2024)

Crystal: Characterizing Relative Impact of Scholarly Publications
por: Collison, Hannah, et al.
Publicado: (2026)

Towards Semantically Enriched Embeddings for Knowledge Graph Completion
por: Alam, Mehwish, et al.
Publicado: (2023)

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

CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling
por: Fang, Zheng, et al.
Publicado: (2023)

Selecting Between BERT and GPT for Text Classification in Political Science Research
por: Wang, Yu, et al.
Publicado: (2024)

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

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

It's All in The [MASK]: Simple Instruction-Tuning Enables BERT-like Masked Language Models As Generative Classifiers
por: Clavié, Benjamin, et al.
Publicado: (2025)

BERT-JEPA: Reorganizing CLS Embeddings for Language-Invariant Semantics
por: Gillin, Taj, et al.
Publicado: (2026)

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

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

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

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

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

2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings
por: Wang, Yumeng, et al.
Publicado: (2025)

Enhancing Depressive Post Detection in Bangla: A Comparative Study of TF-IDF, BERT and FastText Embeddings
por: Sazan, Saad Ahmed, et al.
Publicado: (2024)

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

Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding Space
por: Tran, Hung Nghiep, et al.
Publicado: (2019)

A Unified BERT-CNN-BiLSTM Framework for Simultaneous Headline Classification and Sentiment Analysis of Bangla News
por: Raquib, Mirza, et al.
Publicado: (2025)

Do BERT Embeddings Encode Narrative Dimensions? A Token-Level Probing Analysis of Time, Space, Causality, and Character in Fiction
por: Bei, Beicheng, et al.
Publicado: (2026)

EnrichEvent: Enriching Social Data with Contextual Information for Emerging Event Extraction
por: Esfahani, Mohammadali Sefidi, et al.
Publicado: (2023)

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

EQ-5D Classification Using Biomedical Entity-Enriched Pre-trained Language Models and Multiple Instance Learning
por: Rostam, Zhyar Rzgar K, et al.
Publicado: (2026)

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

Simple Projection Variants Improve ColBERT Performance
por: Clavié, Benjamin, et al.
Publicado: (2025)

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

Categorical Classification of Book Summaries Using Word Embedding Techniques
por: Keskin, Kerem, et al.
Publicado: (2025)

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

BERT-VBD: Vietnamese Multi-Document Summarization Framework
por: Vuong, Tuan-Cuong, et al.
Publicado: (2024)

A BERT-Based Summarization approach for depression detection
por: Gavalan, Hossein Salahshoor, et al.
Publicado: (2024)

NOVI : Chatbot System for University Novice with BERT and LLMs
por: Nam, Yoonji, et al.
Publicado: (2024)

BERT-based model for Vietnamese Fact Verification Dataset
por: Tran, Bao, et al.
Publicado: (2025)

EuroBERT: Scaling Multilingual Encoders for European Languages
por: Boizard, Nicolas, et al.
Publicado: (2025)

BBPOS: BERT-based Part-of-Speech Tagging for Uzbek
por: Bobojonova, Latofat, et al.
Publicado: (2025)

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

Unitary Multi-Margin BERT for Robust Natural Language Processing
por: Chang, Hao-Yuan, et al.
Publicado: (2024)

EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline
por: Chen, Peter Baile, et al.
Publicado: (2025)

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