Imagen de Portada

FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wu, Xiaobao, Nguyen, Thong, Zhang, Delvin Ce, Wang, William Yang, Luu, Anh Tuan
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A Survey on Neural Topic Models: Methods, Applications, and Challenges
por: Wu, Xiaobao, et al.
Publicado: (2024)

Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
por: Wu, Xiaobao, et al.
Publicado: (2024)

Towards the TopMost: A Topic Modeling System Toolkit
por: Wu, Xiaobao, et al.
Publicado: (2023)

AKEW: Assessing Knowledge Editing in the Wild
por: Wu, Xiaobao, et al.
Publicado: (2024)

Towards Reliable Truth-Aligned Uncertainty Estimation in Large Language Models
por: Srey, Ponhvoan, et al.
Publicado: (2026)

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models
por: Srey, Ponhvoan, et al.
Publicado: (2026)

Unsupervised Hallucination Detection by Inspecting Reasoning Processes
por: Srey, Ponhvoan, et al.
Publicado: (2025)

Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
por: Zhang, Delvin Ce, et al.
Publicado: (2025)

Vision-and-Language Pretraining
por: Nguyen, Thong, et al.
Publicado: (2022)

KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
por: Nguyen, Cong-Duy, et al.
Publicado: (2024)

Topic Modeling as Multi-Objective Contrastive Optimization
por: Nguyen, Thong, et al.
Publicado: (2024)

InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling
por: Wu, Xiaobao, et al.
Publicado: (2023)

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions
por: Nguyen, Thong, et al.
Publicado: (2022)

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
por: Wu, Xiaobao, et al.
Publicado: (2024)

CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking
por: Zhang, Delvin Ce, et al.
Publicado: (2025)

Breaking PEFT Limitations: Leveraging Weak-to-Strong Knowledge Transfer for Backdoor Attacks in LLMs
por: Zhao, Shuai, et al.
Publicado: (2024)

Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation
por: Feng, Yichao, et al.
Publicado: (2025)

Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation
por: Zhao, Shuai, et al.
Publicado: (2024)

P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
por: Zhao, Shuai, et al.
Publicado: (2025)

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding
por: Nguyen, Thong, et al.
Publicado: (2023)

Encoding and Controlling Global Semantics for Long-form Video Question Answering
por: Nguyen, Thong Thanh, et al.
Publicado: (2024)

Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation
por: Nguyen, Cong-Duy, et al.
Publicado: (2025)

Echoes of Automation: The Increasing Use of LLMs in Newsmaking
por: Ansari, Abolfazl, et al.
Publicado: (2025)

Who's Who: Large Language Models Meet Knowledge Conflicts in Practice
por: Pham, Quang Hieu, et al.
Publicado: (2024)

Understanding and Preventing Entropy Collapse in RLVR with On-Policy Entropy Flow Optimization
por: Xu, Huimin, et al.
Publicado: (2026)

Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration
por: Mao, Xin, et al.
Publicado: (2024)

Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models
por: Zhao, Shuai, et al.
Publicado: (2023)

CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base
por: Nguyen, Cong-Duy, et al.
Publicado: (2025)

A Survey of Recent Backdoor Attacks and Defenses in Large Language Models
por: Zhao, Shuai, et al.
Publicado: (2024)

Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity
por: Zhao, Shuai, et al.
Publicado: (2025)

Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction
por: Nguyen, Thong, et al.
Publicado: (2023)

KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
por: Luo, Haoran, et al.
Publicado: (2025)

READ: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling
por: Nguyen, Thong, et al.
Publicado: (2023)

Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning
por: Zhao, Shuai, et al.
Publicado: (2024)

SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia
por: Liu, Chaoqun, et al.
Publicado: (2025)

ChatGPT as a Math Questioner? Evaluating ChatGPT on Generating Pre-university Math Questions
por: Van Long, Phuoc Pham, et al.
Publicado: (2023)

Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024
por: Thi, Thuy Nguyen, et al.
Publicado: (2024)

Enriching and Controlling Global Semantics for Text Summarization
por: Nguyen, Thong, et al.
Publicado: (2021)

XMainframe: A Large Language Model for Mainframe Modernization
por: Dau, Anh T. V., et al.
Publicado: (2024)

Analyzing Diffusion and Autoregressive Vision Language Models in Multimodal Embedding Space
por: Wang, Zihang, et al.
Publicado: (2026)