Semantic-Augmented Latent Topic Modeling with LLM-in-the-Loop
Fuente:
arXiv
Saved in:
| Main Authors: | Hong, Mengze, Zhang, Chen Jason, Jiang, Di |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models
by: Hong, Mengze, et al.
Published: (2024)
by: Hong, Mengze, et al.
Published: (2024)
Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues
by: Hong, Mengze, et al.
Published: (2024)
by: Hong, Mengze, et al.
Published: (2024)
QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation
by: Hong, Mengze, et al.
Published: (2025)
by: Hong, Mengze, et al.
Published: (2025)
Dialogue Language Model with Large-Scale Persona Data Engineering
by: Hong, Mengze, et al.
Published: (2024)
by: Hong, Mengze, et al.
Published: (2024)
Neural-Bayesian Program Learning for Few-shot Dialogue Intent Parsing
by: Hong, Mengze, et al.
Published: (2024)
by: Hong, Mengze, et al.
Published: (2024)
Federated Heterogeneous Language Model Optimization for Hybrid Automatic Speech Recognition
by: Hong, Mengze, et al.
Published: (2026)
by: Hong, Mengze, et al.
Published: (2026)
CiteLLM: An Agentic Platform for Trustworthy Scientific Reference Discovery
by: Hong, Mengze, et al.
Published: (2026)
by: Hong, Mengze, et al.
Published: (2026)
Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting
by: Feng, Longyu, et al.
Published: (2024)
by: Feng, Longyu, et al.
Published: (2024)
RAL2M: Retrieval Augmented Learning-To-Match Against Hallucination in Compliance-Guaranteed Service Systems
by: Hong, Mengze, et al.
Published: (2026)
by: Hong, Mengze, et al.
Published: (2026)
Orchestration-Free Customer Service Automation: A Privacy-Preserving and Flowchart-Guided Framework
by: Hong, Mengze, et al.
Published: (2026)
by: Hong, Mengze, et al.
Published: (2026)
Multimodal Peer Review Simulation with Actionable To-Do Recommendations for Community-Aware Manuscript Revisions
by: Hong, Mengze, et al.
Published: (2025)
by: Hong, Mengze, et al.
Published: (2025)
Creating Targeted, Interpretable Topic Models with LLM-Generated Text Augmentation
by: Lieb, Anna, et al.
Published: (2025)
by: Lieb, Anna, et al.
Published: (2025)
Neural Topic Modeling with Large Language Models in the Loop
by: Yang, Xiaohao, et al.
Published: (2024)
by: Yang, Xiaohao, et al.
Published: (2024)
SciTopic: Enhancing Topic Discovery in Scientific Literature through Advanced LLM
by: Li, Pengjiang, et al.
Published: (2025)
by: Li, Pengjiang, et al.
Published: (2025)
Scaling Latent Reasoning via Looped Language Models
by: Zhu, Rui-Jie, et al.
Published: (2025)
by: Zhu, Rui-Jie, et al.
Published: (2025)
Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling
by: Eichin, Florian, et al.
Published: (2024)
by: Eichin, Florian, et al.
Published: (2024)
Improving Topic Relevance Model by Mix-structured Summarization and LLM-based Data Augmentation
by: Liu, Yizhu, et al.
Published: (2024)
by: Liu, Yizhu, et al.
Published: (2024)
Contextualized Token Discrimination for Speech Search Query Correction
by: Lu, Junyu, et al.
Published: (2025)
by: Lu, Junyu, et al.
Published: (2025)
Semiparametric Latent Topic Modeling on Consumer-Generated Corpora
by: Dayta, Dominic B., et al.
Published: (2021)
by: Dayta, Dominic B., et al.
Published: (2021)
Pairwise Judgment Formulation for Semantic Embedding Model in Web Search
by: Hong, Mengze, et al.
Published: (2024)
by: Hong, Mengze, et al.
Published: (2024)
Towards Transparency: Exploring LLM Trainings Datasets through Visual Topic Modeling and Semantic Frame
by: de Dampierre, Charles, et al.
Published: (2024)
by: de Dampierre, Charles, et al.
Published: (2024)
PRISM: A Dual View of LLM Reasoning through Semantic Flow and Latent Computation
by: Chang, Ruidi, et al.
Published: (2026)
by: Chang, Ruidi, et al.
Published: (2026)
LITA: An Efficient LLM-assisted Iterative Topic Augmentation Framework
by: Chang, Chia-Hsuan, et al.
Published: (2024)
by: Chang, Chia-Hsuan, et al.
Published: (2024)
LLM-based Semantic Augmentation for Harmful Content Detection
by: Meguellati, Elyas, et al.
Published: (2025)
by: Meguellati, Elyas, et al.
Published: (2025)
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models
by: Gong, Yuyang, et al.
Published: (2025)
by: Gong, Yuyang, et al.
Published: (2025)
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
by: Zhang, Delvin Ce, et al.
Published: (2025)
by: Zhang, Delvin Ce, et al.
Published: (2025)
Uncovering Latent Chain of Thought Vectors in Language Models
by: Zhang, Jason, et al.
Published: (2024)
by: Zhang, Jason, et al.
Published: (2024)
A Latent Dirichlet Allocation (LDA) Semantic Text Analytics Approach to Explore Topical Features in Charity Crowdfunding Campaigns
by: Muzumdar, Prathamesh, et al.
Published: (2024)
by: Muzumdar, Prathamesh, et al.
Published: (2024)
MemInsight: Autonomous Memory Augmentation for LLM Agents
by: Salama, Rana, et al.
Published: (2025)
by: Salama, Rana, et al.
Published: (2025)
A Neural Topic Method Using a Large-Language-Model-in-the-Loop for Business Research
by: Ludwig, Stephan, et al.
Published: (2026)
by: Ludwig, Stephan, et al.
Published: (2026)
Semantic-Driven Topic Modeling for Analyzing Creativity in Virtual Brainstorming
by: Mersha, Melkamu Abay, et al.
Published: (2025)
by: Mersha, Melkamu Abay, et al.
Published: (2025)
LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models
by: Xuan, Minh Chu, et al.
Published: (2026)
by: Xuan, Minh Chu, et al.
Published: (2026)
Semantic-guided Diverse Decoding for Large Language Model
by: Shi, Weijie, et al.
Published: (2025)
by: Shi, Weijie, et al.
Published: (2025)
LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation
by: Jeddi, Ahmadreza, et al.
Published: (2026)
by: Jeddi, Ahmadreza, et al.
Published: (2026)
Personalized Topic Selection Model for Topic-Grounded Dialogue
by: Fan, Shixuan, et al.
Published: (2024)
by: Fan, Shixuan, et al.
Published: (2024)
Latent Inter-User Difference Modeling for LLM Personalization
by: Qiu, Yilun, et al.
Published: (2025)
by: Qiu, Yilun, et al.
Published: (2025)
LoopRPT: Reinforcement Pre-Training for Looped Language Models
by: Tang, Guo, et al.
Published: (2026)
by: Tang, Guo, et al.
Published: (2026)
LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations
by: Azhar, Ibrahim Al, et al.
Published: (2025)
by: Azhar, Ibrahim Al, et al.
Published: (2025)
LLM-Augmented Semantic Steering of Text Embedding Projection Spaces
by: Liu, Wei, et al.
Published: (2026)
by: Liu, Wei, et al.
Published: (2026)
Training Large Language Models to Reason in a Continuous Latent Space
by: Hao, Shibo, et al.
Published: (2024)
by: Hao, Shibo, et al.
Published: (2024)
Similar Items
-
Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models
by: Hong, Mengze, et al.
Published: (2024) -
Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues
by: Hong, Mengze, et al.
Published: (2024) -
QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation
by: Hong, Mengze, et al.
Published: (2025) -
Dialogue Language Model with Large-Scale Persona Data Engineering
by: Hong, Mengze, et al.
Published: (2024) -
Neural-Bayesian Program Learning for Few-shot Dialogue Intent Parsing
by: Hong, Mengze, et al.
Published: (2024)