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On the Affinity, Rationality, and Diversity of Hierarchical Topic
  Modeling
v1v2 (latest)

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

AAAI Conference on Artificial Intelligence (AAAI), 2024
25 January 2024
Xiaobao Wu
Fengjun Pan
Thong Nguyen
Yichao Feng
Chaoqun Liu
Cong-Duy Nguyen
Anh Tuan Luu
ArXiv (abs)PDFHTMLGithub (14★)

Papers citing "On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling"

15 / 15 papers shown
Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection
Fengjun Pan
Anh Tuan Luu
Xiaobao Wu
Anh Tuan Luu
339
3
0
10 Jun 2025
Sailing by the Stars: A Survey on Reward Models and Learning Strategies for Learning from Rewards
Sailing by the Stars: A Survey on Reward Models and Learning Strategies for Learning from Rewards
Xiaobao Wu
LRM
778
5
0
05 May 2025
CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base
CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base
Cong-Duy Nguyen
Xiaobao Wu
Duc Anh Vu
Shuai Zhao
Thong Nguyen
Anh Tuan Luu
346
4
0
18 Feb 2025
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
Delvin Ce Zhang
Menglin Yang
Xiaobao Wu
Jiasheng Zhang
Hady W. Lauw
448
1
0
17 Feb 2025
AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Xiaobao Wu
Liangming Pan
Yuxi Xie
Ruiwen Zhou
Shuai Zhao
Yubo Ma
Mingzhe Du
Rui Mao
Anh Tuan Luu
William Yang Wang
881
33
0
18 Dec 2024
Are LLMs Good Zero-Shot Fallacy Classifiers?
Are LLMs Good Zero-Shot Fallacy Classifiers?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Fengjun Pan
Xiaobao Wu
Zongrui Li
Anh Tuan Luu
LRM
429
19
0
19 Oct 2024
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual
  Information and Group Topic Regularization
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic RegularizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Duy-Tung Pham
Thien Trang Nguyen Vu
T. Nguyen
Linh Ngo Van
Duc Anh Nguyen
Thien Huu Nguyen
388
16
0
29 Sep 2024
Topic-aware Causal Intervention for Counterfactual Detection
Topic-aware Causal Intervention for Counterfactual Detection
Thong Nguyen
Truc-My Nguyen
442
2
0
25 Sep 2024
Encoding and Controlling Global Semantics for Long-form Video Question
  Answering
Encoding and Controlling Global Semantics for Long-form Video Question Answering
Thong Nguyen
Zhiyuan Hu
Xiaobao Wu
Cong-Duy Nguyen
See-Kiong Ng
Anh Tuan Luu
342
7
0
30 May 2024
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling
  Paradigm
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm
Xiaobao Wu
Thong Nguyen
Delvin Ce Zhang
William Yang Wang
Anh Tuan Luu
325
4
0
28 May 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking
  Contrastive Learning and Unassociated Word Exclusion
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
Xiaobao Wu
Xinshuai Dong
Liangming Pan
Thong Nguyen
Anh Tuan Luu
306
29
0
28 May 2024
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with
  Adaptive Angular margin Contrastive Learning
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
Cong-Duy Nguyen
Thong Nguyen
Xiaobao Wu
Anh Tuan Luu
274
17
0
26 Mar 2024
Topic Modeling as Multi-Objective Contrastive Optimization
Topic Modeling as Multi-Objective Contrastive OptimizationInternational Conference on Learning Representations (ICLR), 2024
Thong Nguyen
Xiaobao Wu
Xinshuai Dong
Cong-Duy Nguyen
See-Kiong Ng
Anh Tuan Luu
376
11
0
12 Feb 2024
A Survey on Neural Topic Models: Methods, Applications, and Challenges
A Survey on Neural Topic Models: Methods, Applications, and ChallengesArtificial Intelligence Review (Artif Intell Rev), 2024
Xiaobao Wu
Thong Nguyen
Anh Tuan Luu
BDL
250
96
0
27 Jan 2024
Towards the TopMost: A Topic Modeling System Toolkit
Towards the TopMost: A Topic Modeling System Toolkit
Xiaobao Wu
Fengjun Pan
Anh Tuan Luu
413
33
0
13 Sep 2023
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