Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences
Fuente:
arXiv
Guardado en:
| Autor principal: | Schneider, Johannes |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Topic Modeling with Fine-tuning LLMs and Bag of Sentences
por: Schneider, Johannes
Publicado: (2024)
por: Schneider, Johannes
Publicado: (2024)
Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction
por: Zhang, Hao, et al.
Publicado: (2023)
por: Zhang, Hao, et al.
Publicado: (2023)
Benchmarking BERT-based Models for Sentence-level Topic Classification in Nepali Language
por: Karki, Nischal, et al.
Publicado: (2026)
por: Karki, Nischal, et al.
Publicado: (2026)
BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques
por: Kabir, Muhammad Rafsan, et al.
Publicado: (2024)
por: Kabir, Muhammad Rafsan, et al.
Publicado: (2024)
2D Matryoshka Sentence Embeddings
por: Li, Xianming, et al.
Publicado: (2024)
por: Li, Xianming, et al.
Publicado: (2024)
Towards Building Efficient Sentence BERT Models using Layer Pruning
por: Shelke, Anushka, et al.
Publicado: (2024)
por: Shelke, Anushka, et al.
Publicado: (2024)
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings
por: Fan, Xiran, et al.
Publicado: (2025)
por: Fan, Xiran, et al.
Publicado: (2025)
CEMTM: Contextual Embedding-based Multimodal Topic Modeling
por: Abaskohi, Amirhossein, et al.
Publicado: (2025)
por: Abaskohi, Amirhossein, et al.
Publicado: (2025)
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings
por: Liu, Junlong, et al.
Publicado: (2024)
por: Liu, Junlong, et al.
Publicado: (2024)
More Discriminative Sentence Embeddings via Semantic Graph Smoothing
por: Fettal, Chakib, et al.
Publicado: (2024)
por: Fettal, Chakib, et al.
Publicado: (2024)
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
por: Liu, Kang
Publicado: (2024)
por: Liu, Kang
Publicado: (2024)
Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora
por: Fittschen, Elisabeth, et al.
Publicado: (2025)
por: Fittschen, Elisabeth, et al.
Publicado: (2025)
TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings
por: Hanley, Hans W. A., et al.
Publicado: (2023)
por: Hanley, Hans W. A., et al.
Publicado: (2023)
Extracting Sentence Embeddings from Pretrained Transformer Models
por: Stankevičius, Lukas, et al.
Publicado: (2024)
por: Stankevičius, Lukas, et al.
Publicado: (2024)
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings
por: Leon, Florin, et al.
Publicado: (2024)
por: Leon, Florin, et al.
Publicado: (2024)
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning
por: Xie, Wanyun, et al.
Publicado: (2025)
por: Xie, Wanyun, et al.
Publicado: (2025)
Static Word Embeddings for Sentence Semantic Representation
por: Wada, Takashi, et al.
Publicado: (2025)
por: Wada, Takashi, et al.
Publicado: (2025)
Unsupervised Text Segmentation via Kernel Change-Point Detection on Sentence Embeddings
por: Jia, Mumin, et al.
Publicado: (2026)
por: Jia, Mumin, et al.
Publicado: (2026)
Sentence Curve Language Models
por: Heo, DongNyeong, et al.
Publicado: (2026)
por: Heo, DongNyeong, et al.
Publicado: (2026)
Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings
por: Sastre, Ignacio, et al.
Publicado: (2025)
por: Sastre, Ignacio, et al.
Publicado: (2025)
Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain
por: Zyblewski, Paweł, et al.
Publicado: (2024)
por: Zyblewski, Paweł, et al.
Publicado: (2024)
Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples
por: Sato, Soma, et al.
Publicado: (2024)
por: Sato, Soma, et al.
Publicado: (2024)
Embedding And Clustering Your Data Can Improve Contrastive Pretraining
por: Merrick, Luke
Publicado: (2024)
por: Merrick, Luke
Publicado: (2024)
ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining
por: Bal, Melis Ilayda, et al.
Publicado: (2025)
por: Bal, Melis Ilayda, et al.
Publicado: (2025)
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation
por: Yoo, YoungJoon, et al.
Publicado: (2023)
por: Yoo, YoungJoon, et al.
Publicado: (2023)
MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis
por: Ciancone, Mathieu, et al.
Publicado: (2024)
por: Ciancone, Mathieu, et al.
Publicado: (2024)
Improving Next Tokens via Second-to-Last Predictions with Generate and Refine
por: Schneider, Johannes
Publicado: (2024)
por: Schneider, Johannes
Publicado: (2024)
Interpretable Topic Extraction and Word Embedding Learning using row-stochastic DEDICOM
por: Hillebrand, Lars, et al.
Publicado: (2025)
por: Hillebrand, Lars, et al.
Publicado: (2025)
Computational Sentence-level Metrics Predicting Human Sentence Comprehension
por: Sun, Kun, et al.
Publicado: (2024)
por: Sun, Kun, et al.
Publicado: (2024)
Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings
por: Xu, Binbin, et al.
Publicado: (2025)
por: Xu, Binbin, et al.
Publicado: (2025)
Diffusion-Pretrained Dense and Contextual Embeddings
por: Eslami, Sedigheh, et al.
Publicado: (2026)
por: Eslami, Sedigheh, et al.
Publicado: (2026)
SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching
por: Zhu, Yuxuan, et al.
Publicado: (2025)
por: Zhu, Yuxuan, et al.
Publicado: (2025)
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models
por: Yu, Zichun, et al.
Publicado: (2024)
por: Yu, Zichun, et al.
Publicado: (2024)
Topic Modeling in Marathi
por: Shinde, Sanket, et al.
Publicado: (2025)
por: Shinde, Sanket, et al.
Publicado: (2025)
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning
por: Asl, Javad Rafiei, et al.
Publicado: (2024)
por: Asl, Javad Rafiei, et al.
Publicado: (2024)
Hybrid Topic-Semantic Labeling and Graph Embeddings for Unsupervised Legal Document Clustering
por: Bastola, Deepak, et al.
Publicado: (2025)
por: Bastola, Deepak, et al.
Publicado: (2025)
2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings
por: Wang, Yumeng, et al.
Publicado: (2025)
por: Wang, Yumeng, et al.
Publicado: (2025)
Group-Level Data Selection for Efficient Pretraining
por: Yu, Zichun, et al.
Publicado: (2025)
por: Yu, Zichun, et al.
Publicado: (2025)
Efficient Stagewise Pretraining via Progressive Subnetworks
por: Panigrahi, Abhishek, et al.
Publicado: (2024)
por: Panigrahi, Abhishek, et al.
Publicado: (2024)
Output Embedding Centering for Stable LLM Pretraining
por: Stollenwerk, Felix, et al.
Publicado: (2026)
por: Stollenwerk, Felix, et al.
Publicado: (2026)
Ejemplares similares
-
Topic Modeling with Fine-tuning LLMs and Bag of Sentences
por: Schneider, Johannes
Publicado: (2024) -
Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction
por: Zhang, Hao, et al.
Publicado: (2023) -
Benchmarking BERT-based Models for Sentence-level Topic Classification in Nepali Language
por: Karki, Nischal, et al.
Publicado: (2026) -
BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques
por: Kabir, Muhammad Rafsan, et al.
Publicado: (2024) -
2D Matryoshka Sentence Embeddings
por: Li, Xianming, et al.
Publicado: (2024)