Cover Image

Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zyblewski, Paweł, Klikowski, Jakub, Borek-Marciniec, Weronika, Ksieniewicz, Paweł
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

WarCov -- Large multilabel and multimodal dataset from social platform
by: Borek-Marciniec, Weronika, et al.
Published: (2024)

Employing Two-Dimensional Word Embedding for Difficult Tabular Data Stream Classification
by: Zyblewski, Paweł
Published: (2024)

Structuring the Processing Frameworks for Data Stream Evaluation and Application
by: Komorniczak, Joanna, et al.
Published: (2024)

Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification
by: Zyblewski, Paweł, et al.
Published: (2024)

Taking Class Imbalance Into Account in Open Set Recognition Evaluation
by: Komorniczak, Joanna, et al.
Published: (2024)

torchosr -- a PyTorch extension package for Open Set Recognition models evaluation in Python
by: Komorniczak, Joanna, et al.
Published: (2023)

How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation
by: Zyblewski, Paweł, et al.
Published: (2025)

Unsupervised Concept Drift Detection based on Parallel Activations of Neural Network
by: Komorniczak, Joanna, et al.
Published: (2024)

Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings
by: Leon, Florin, et al.
Published: (2024)

Large Language Models in Legislative Content Analysis: A Dataset from the Polish Parliament
by: Bryłkowski, Arkadiusz, et al.
Published: (2025)

Divide (Text) and Conquer (Sentiment): Improved Sentiment Classification by Constituent Conflict Resolution
by: Kościałkowski, Jan, et al.
Published: (2025)

2D Matryoshka Sentence Embeddings
by: Li, Xianming, et al.
Published: (2024)

PLR: Plackett-Luce for Reordering In-Context Learning Examples
by: Batorski, Pawel, et al.
Published: (2026)

Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples
by: Sato, Soma, et al.
Published: (2024)

Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams
by: Garcia, Cristiano Mesquita, et al.
Published: (2024)

Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings
by: Liu, Junlong, et al.
Published: (2024)

More Discriminative Sentence Embeddings via Semantic Graph Smoothing
by: Fettal, Chakib, et al.
Published: (2024)

Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings
by: Fan, Xiran, et al.
Published: (2025)

Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences
by: Schneider, Johannes
Published: (2023)

Static Word Embeddings for Sentence Semantic Representation
by: Wada, Takashi, et al.
Published: (2025)

Unsupervised Text Segmentation via Kernel Change-Point Detection on Sentence Embeddings
by: Jia, Mumin, et al.
Published: (2026)

EvoMU: Evolutionary Machine Unlearning
by: Batorski, Pawel, et al.
Published: (2026)

Improving the Efficiency of Long Document Classification using Sentence Ranking Approach
by: Kokate, Prathamesh, et al.
Published: (2025)

BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques
by: Kabir, Muhammad Rafsan, et al.
Published: (2024)

Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction
by: Lou, Hantao, et al.
Published: (2025)

Benchmarking BERT-based Models for Sentence-level Topic Classification in Nepali Language
by: Karki, Nischal, et al.
Published: (2026)

Detection of Human and Machine-Authored Fake News in Urdu
by: Ali, Muhammad Zain, et al.
Published: (2024)

MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis
by: Ciancone, Mathieu, et al.
Published: (2024)

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams
by: Iturra-Bocaz, Gabriel, et al.
Published: (2025)

Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data
by: Gill, Waris, et al.
Published: (2025)

Computational Sentence-level Metrics Predicting Human Sentence Comprehension
by: Sun, Kun, et al.
Published: (2024)

Efficient Zero-Shot Long Document Classification by Reducing Context Through Sentence Ranking
by: Kokate, Prathamesh, et al.
Published: (2025)

A Self-Learning Multimodal Approach for Fake News Detection
by: Chen, Hao, et al.
Published: (2024)

RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning
by: Asl, Javad Rafiei, et al.
Published: (2024)

Large Language Models for Biomedical Article Classification
by: Proboszcz, Jakub, et al.
Published: (2026)

SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
by: Liu, Kang
Published: (2024)

You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models
by: Mąka, Paweł, et al.
Published: (2025)

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

Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring
by: Liu, Junfeng, et al.
Published: (2023)

A Fuzzy Evaluation of Sentence Encoders on Grooming Risk Classification
by: Bihani, Geetanjali, et al.
Published: (2025)