Favoris ; Machine learning: techniques ; NLP AND Clustering
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15 Documents
LlamaIndex 🦙 sur X : "An emerging technique to better represent your data for RAG/LLM applications is to only chunk the data, but also hierarchically cluster and index it..."
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2024-03-30 About
[2210.16637] Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations
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2022-11-25 About
Nils Reimers sur Twitter : "Creating intent classes for chatbots is challenging This tutorial shows how to use sentence-transformers to find potentially overlapping intent classes and how to improve your data annotation work." / Twitter
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2022-02-19 About
Nils Reimers sur Twitter : "how to use the fast clustering algorithm from sentence-transformers..."
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2022-02-19 About
sentence-transformers/fast_clustering.py at master · UKPLab/sentence-transformers
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2022-02-18 About
Application of Self-Organizing Maps in Text Clustering: A Review | IntechOpen (2012)
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2021-10-17 About
[2103.12953] Supporting Clustering with Contrastive Learning
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2021-05-20 About
A Self-Training Approach for Short Text Clustering - (Hadifar 2019)
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2021-05-20 About
[2010.00402] From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering
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2020-10-03 About
[Jaeyoung2018] Patent Document Clustering with Deep Embeddings
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2019-02-23 About
[1602.06797] Semi-supervised Clustering for Short Text via Deep Representation Learning
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2017-11-07 About
[1701.00185] Self-Taught Convolutional Neural Networks for Short Text Clustering
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2017-11-04 About
Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition (slides)
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2017-07-11 About
Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition (2004) (paper)
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2017-07-11 About
Document Representation and Dimension Reduction for Text Clustering
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2017-06-24 About