Image de couverture de livre

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wu, Xiaobao, Pan, Fengjun, Nguyen, Thong, Feng, Yichao, Liu, Chaoqun, Nguyen, Cong-Duy, Luu, Anh Tuan
Format:	Preprint
Publié:	2024
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

A Survey on Neural Topic Models: Methods, Applications, and Challenges
par: Wu, Xiaobao, et autres
Publié: (2024)

InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling
par: Wu, Xiaobao, et autres
Publié: (2023)

KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
par: Nguyen, Cong-Duy, et autres
Publié: (2024)

Topic Modeling as Multi-Objective Contrastive Optimization
par: Nguyen, Thong, et autres
Publié: (2024)

Towards the TopMost: A Topic Modeling System Toolkit
par: Wu, Xiaobao, et autres
Publié: (2023)

Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
par: Wu, Xiaobao, et autres
Publié: (2024)

Vision-and-Language Pretraining
par: Nguyen, Thong, et autres
Publié: (2022)

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions
par: Nguyen, Thong, et autres
Publié: (2022)

CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base
par: Nguyen, Cong-Duy, et autres
Publié: (2025)

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding
par: Nguyen, Thong, et autres
Publié: (2023)

Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction
par: Nguyen, Thong, et autres
Publié: (2023)

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models
par: Srey, Ponhvoan, et autres
Publié: (2026)

FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
par: Wu, Xiaobao, et autres
Publié: (2024)

Don't Read Everything: A Curvature-Conditioned Query for Linear Attention
par: Le, Dong, et autres
Publié: (2026)

More Bias, Less Bias: BiasPrompting for Enhanced Multiple-Choice Question Answering
par: Vu, Duc Anh, et autres
Publié: (2025)

Are LLMs Good Zero-Shot Fallacy Classifiers?
par: Pan, Fengjun, et autres
Publié: (2024)

Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection
par: Pan, Fengjun, et autres
Publié: (2025)

Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment
par: Nguyen, Cong-Duy, et autres
Publié: (2023)

Curriculum Demonstration Selection for In-Context Learning
par: Vu, Duc Anh, et autres
Publié: (2024)

READ: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling
par: Nguyen, Thong, et autres
Publié: (2023)

Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation
par: Zhao, Shuai, et autres
Publié: (2024)

Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation
par: Nguyen, Cong-Duy, et autres
Publié: (2025)

MAMA: Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
par: Nguyen, Thong, et autres
Publié: (2024)

Towards Reliable Truth-Aligned Uncertainty Estimation in Large Language Models
par: Srey, Ponhvoan, et autres
Publié: (2026)

When In-Distribution Gains Fail: Evaluating Weak-to-Strong Reward Models under Preference Shift
par: Le, Khoi, et autres
Publié: (2026)

Enriching and Controlling Global Semantics for Text Summarization
par: Nguyen, Thong, et autres
Publié: (2021)

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives
par: Nguyen, Thong, et autres
Publié: (2024)

Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
par: Nguyen, Thong Thanh, et autres
Publié: (2024)

A Survey of Recent Backdoor Attacks and Defenses in Large Language Models
par: Zhao, Shuai, et autres
Publié: (2024)

Encoding and Controlling Global Semantics for Long-form Video Question Answering
par: Nguyen, Thong Thanh, et autres
Publié: (2024)

Unsupervised Hallucination Detection by Inspecting Reasoning Processes
par: Srey, Ponhvoan, et autres
Publié: (2025)

Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation
par: Feng, Yichao, et autres
Publié: (2025)

Topic-aware Causal Intervention for Counterfactual Detection
par: Nguyen, Thong, et autres
Publié: (2024)

Breaking PEFT Limitations: Leveraging Weak-to-Strong Knowledge Transfer for Backdoor Attacks in LLMs
par: Zhao, Shuai, et autres
Publié: (2024)

Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels
par: Liu, Chaoqun, et autres
Publié: (2024)

AKEW: Assessing Knowledge Editing in the Wild
par: Wu, Xiaobao, et autres
Publié: (2024)

Multi-Scale Contrastive Learning for Video Temporal Grounding
par: Nguyen, Thong Thanh, et autres
Publié: (2024)

Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning
par: Zhao, Shuai, et autres
Publié: (2024)

NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
par: Pham, Duy-Tung, et autres
Publié: (2024)

Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding
par: Nguyen, Thong, et autres
Publié: (2025)