Cover Image

Categorical Classification of Book Summaries Using Word Embedding Techniques

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Keskin, Kerem, Keleş, Mümine Kaya
Format:	Preprint
Published:	2025
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

Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings
by: Fabregat-Hernández, Ares, et al.
Published: (2025)

Leveraging Weighted Syntactic and Semantic Context Assessment Summary (wSSAS) Towards Text Categorization Using LLMs
by: Kathuria, Shreeya Verma, et al.
Published: (2026)

A Comparative Analysis of Static Word Embeddings for Hungarian
by: Gedeon, Máté
Published: (2025)

A Comprehensive Analysis of Static Word Embeddings for Turkish
by: Sarıtaş, Karahan, et al.
Published: (2024)

Spoken Word2Vec: Learning Skipgram Embeddings from Speech
by: Sayeed, Mohammad Amaan, et al.
Published: (2023)

Word Embeddings Are Steers for Language Models
by: Han, Chi, et al.
Published: (2023)

LLMs-in-the-Loop Part 2: Expert Small AI Models for Anonymization and De-identification of PHI Across Multiple Languages
by: Gunay, Murat, et al.
Published: (2024)

Rethinking Word Similarity: Semantic Similarity through Classification Confusion
by: Zhou, Kaitlyn, et al.
Published: (2025)

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

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

MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer
by: Ye, Haotian, et al.
Published: (2024)

Student sentiment Analysis Using Classification With Feature Extraction Techniques
by: Tamrakar, Latika, et al.
Published: (2021)

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

Using Perspectival Words Is Harder Than Vocabulary Words for Humans and Even More So for Multimodal Language Models
by: Dong, Dota Tianai, et al.
Published: (2025)

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces
by: Ranganathan, Jwalanthi, et al.
Published: (2025)

Visualising Information Flow in Word Embeddings with Diffusion Tensor Imaging
by: Fabian, Thomas
Published: (2026)

Reliable News or Propagandist News? A Neurosymbolic Model Using Genre, Topic, and Persuasion Techniques to Improve Robustness in Classification
by: Faye, Géraud, et al.
Published: (2026)

GuideWalk: A Novel Graph-Based Word Embedding for Enhanced Text Classification
by: Mohammed, Sarmad N., et al.
Published: (2024)

SCURank: Ranking Multiple Candidate Summaries with Summary Content Units for Enhanced Summarization
by: Wang, Bo-Jyun, et al.
Published: (2026)

Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint Verbalization
by: Zaman, Kerem, et al.
Published: (2025)

Emotion Classification in Short English Texts using Deep Learning Techniques
by: Bhat, Siddhanth
Published: (2024)

An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide
by: Fagbohun, Oluwole, et al.
Published: (2024)

Contextual Categorization Enhancement through LLMs Latent-Space
by: Bettouche, Zineddine, et al.
Published: (2024)

Interpretable Topic Extraction and Word Embedding Learning using row-stochastic DEDICOM
by: Hillebrand, Lars, et al.
Published: (2025)

Solving Word-Sense Disambiguation and Word-Sense Induction with Dictionary Examples
by: Škvorc, Tadej, et al.
Published: (2025)

A Brief Summary of Explanatory Virtues
by: Zukerman, Ingrid
Published: (2024)

HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models
by: Nananukul, Navapat, et al.
Published: (2023)

LLMs-in-the-loop Part-1: Expert Small AI Models for Bio-Medical Text Translation
by: Keles, Bunyamin, et al.
Published: (2024)

Decoding Large-Language Models: A Systematic Overview of Socio-Technical Impacts, Constraints, and Emerging Questions
by: Kaya, Zeyneb N., et al.
Published: (2024)

A Causal Lens for Evaluating Faithfulness Metrics
by: Zaman, Kerem, et al.
Published: (2025)

Chain of Summaries: Summarization Through Iterative Questioning
by: Brach, William, et al.
Published: (2025)

Systematic Characterization of the Effectiveness of Alignment in Large Language Models for Categorical Decisions
by: Kohane, Isaac
Published: (2024)

Investigating Idiomaticity in Word Representations
by: He, Wei, et al.
Published: (2024)

Word Order and World Knowledge
by: Zhao, Qinghua, et al.
Published: (2024)

SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals
by: Zheng, Haoran, et al.
Published: (2024)

From Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test
by: Dai, Xunlian, et al.
Published: (2025)

Guided Perturbation Sensitivity (GPS): Detecting Adversarial Text via Embedding Stability and Word Importance
by: Tuck, Bryan E., et al.
Published: (2025)

SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering
by: Li, Xiaopeng, et al.
Published: (2024)

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches
by: Yousefiramandi, Amirhossein, et al.
Published: (2025)

What's Wrong? Refining Meeting Summaries with LLM Feedback
by: Kirstein, Frederic, et al.
Published: (2024)