TopicImpact: Improving Customer Feedback Analysis with Opinion Units for Topic Modeling and Star-Rating Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Häglund, Emil, Björklund, Johanna
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

Improving Customer Service with Automatic Topic Detection in User Emails
by: Bašaragin, Bojana, et al.
Published: (2025)

Personalized Topic Selection Model for Topic-Grounded Dialogue
by: Fan, Shixuan, et al.
Published: (2024)

TopicENA: Enabling Epistemic Network Analysis at Scale through Automated Topic-Based Coding
by: Lu, Owen H. T., et al.
Published: (2026)

Improving Neural Topic Modeling with Semantically-Grounded Soft Label Distributions
by: Li, Raymond, et al.
Published: (2026)

Persistent Homology of Topic Networks for the Prediction of Reader Curiosity
by: Hopp, Manuel D. S., et al.
Published: (2025)

CzechTopic: A Benchmark for Zero-Shot Topic Localization in Historical Czech Documents
by: Kostelník, Martin, et al.
Published: (2026)

Topic Segmentation Using Generative Language Models
by: Mackenzie, Pierre, et al.
Published: (2025)

TopicProphet: Prophesies on Temporal Topic Trends and Stocks
by: Kim, Olivia
Published: (2025)

RedTopic: Toward Topic-Diverse Red Teaming of Large Language Models
by: Ding, Jiale, et al.
Published: (2025)

Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark
by: Jiang, Feng, et al.
Published: (2023)

Discovering Forbidden Topics in Language Models
by: Rager, Can, et al.
Published: (2025)

Industry-Aligned Granular Topic Modeling
by: Moon, Sae Young, et al.
Published: (2026)

Semantic-Driven Topic Modeling for Analyzing Creativity in Virtual Brainstorming
by: Mersha, Melkamu Abay, et al.
Published: (2025)

An Unsupervised Dialogue Topic Segmentation Model Based on Utterance Rewriting
by: Hou, Xia, et al.
Published: (2024)

CobSeg: Coherence Boundary Modeling for Dialogue Topic Segmentation
by: Sun, Sijin, et al.
Published: (2026)

TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs
by: Wanna, Selma, et al.
Published: (2024)

Predictable Confabulations: Factual Recall by LLMs Scales with Model Size and Topic Frequency
by: Smith, Matthew L., et al.
Published: (2026)

Topic-Conversation Relevance (TCR) Dataset and Benchmarks
by: Fan, Yaran, et al.
Published: (2024)

TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection
by: Luo, Jiamin, et al.
Published: (2024)

Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation
by: Yoo, YoungJoon, et al.
Published: (2023)

Dynamic Topic Evolution with Temporal Decay and Attention in Large Language Models
by: Wu, Di, et al.
Published: (2025)

Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling
by: Ifergan, Maxim, et al.
Published: (2024)

Improving Topic Modeling of Social Media Short Texts with Rephrasing: A Case Study of COVID-19 Related Tweets
by: Xin, Wangjiaxuan, et al.
Published: (2025)

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)

Topic-to-essay generation with knowledge-based content selection
by: Wang, Jieyong, et al.
Published: (2024)

Topic Modelling Black Box Optimization
by: Akramov, Roman, et al.
Published: (2025)

A Large Language Model Guided Topic Refinement Mechanism for Short Text Modeling
by: Chang, Shuyu, et al.
Published: (2024)

Enabling Precise Topic Alignment in Large Language Models Via Sparse Autoencoders
by: Joshi, Ananya, et al.
Published: (2025)

Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms
by: Mersha, Melkamu Abay, et al.
Published: (2024)

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

FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
by: Wu, Xiaobao, et al.
Published: (2024)

Dynamics of Spontaneous Topic Changes in Next Token Prediction with Self-Attention
by: Jia, Mumin, et al.
Published: (2025)

Evaluating Negative Sampling Approaches for Neural Topic Models
by: Adhya, Suman, et al.
Published: (2025)

Large Language Models for Automatic Detection of Sensitive Topics
by: Wen, Ruoyu, et al.
Published: (2024)

BERTrend: Neural Topic Modeling for Emerging Trends Detection
by: Boutaleb, Allaa, et al.
Published: (2024)

Discovering Significant Topics from Legal Decisions with Selective Inference
by: Soh, Jerrold
Published: (2024)

From Noise to Signal: When Outliers Seed New Topics
by: Zve, Evangelia, et al.
Published: (2026)

Topic Over Source: The Key to Effective Data Mixing for Language Models Pre-training
by: Peng, Jiahui, et al.
Published: (2025)

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models
by: Icard, Benjamin, et al.
Published: (2025)

S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling
by: Adhya, Suman, et al.
Published: (2025)