Xiaobao Wu

TopMost. A Topic Modeling System Toolkit (ACL 2024 Demo)

FASTopic. A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)

Paper-Neural-Topic-Models. Papers of Neural Topic Models (NTMs)

learning-from-rewards-llm-papers. A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward models and learning strategies across training, inference, and post-inference stages.

ECRTM. Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)

NQTM. Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).

TSCTM. Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)

InfoCTM. Code for InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling (AAAI2023)

Multiterm-Topic-Model. Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)

DecTM. Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)

NMTM. Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)

CFDTM. Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion (ACL 2024 Findings)

CNPMI. Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.

TraCo. Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)

AntiLeakBench. Python

ParallelApriori. Implementation of parallel apriori algorithm.

AKEW. EMNLP2024 - AKEW: Assessing Knowledge Editing in the Wild

HeraldElectron. CSS

DoubanMoiveSpider. CSS

bobxwu.