Machine learning: problems AND Survey / Review
Common descendants
42 Documents
CIKM 2023 Tutorial--Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings
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2024-04-01 About
[2308.00081] Towards Semantically Enriched Embeddings for Knowledge Graph Completion
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2023-08-02 About
[2008.07267] A Survey of Active Learning for Text Classification using Deep Neural Networks
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2022-09-06 About
[2009.00236] A Survey of Deep Active Learning
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2022-09-06 About
Active Learning: A Survey (C. Aggarwal 2014)
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2022-09-06 About
[2006.00632] Neural Unsupervised Domain Adaptation in NLP---A Survey
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2022-03-30 About
Document Representation | SpringerLink
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2022-03-10 About
Application of Self-Organizing Maps in Text Clustering: A Review | IntechOpen (2012)
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2021-10-17 About
[2107.00676] A Primer on Pretrained Multilingual Language Models
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2021-07-13 About
Contrastive Representation Learning
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2021-06-04 About
A review of conceptual clustering algorithms
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2021-05-26 About
A Survey of Text Clustering Algorithms - C. C. Aggarwal (2012)
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2021-04-20 About
[2011.02260] Graph Neural Networks in Recommender Systems: A Survey
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2020-11-11 About
[2004.03705] Deep Learning Based Text Classification: A Comprehensive Review
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2020-10-11 About
Graph Representation Learning Book - Will Hamilton
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2020-08-22 About
A Study of multilabel text classification and the effect of label hierarchy (2015)
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2020-08-15 About
A survey of hierarchical classification across different application domains (2011)
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2020-08-15 About
[2006.13365] Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework
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2020-06-26 About
[1910.12507] A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly?
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2020-05-04 About
[2004.14843] Knowledge Graph Embeddings and Explainable AI
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2020-05-04 About
A Comprehensive Survey of Knowledge Graph Embeddings with Literals: Techniques and Applications
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2020-04-29 About
Contrastive Self-Supervised Learning | Ankesh Anand (2020)
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2020-02-15 About
Document Embedding Techniques
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2019-10-21 About
[1808.02590] A Tutorial on Network Embeddings
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2019-08-25 About
Active Learning | Synthesis Lectures on Artificial Intelligence and Machine Learning (2012)
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2019-08-07 About
Weak Supervision: The New Programming Paradigm for Machine Learning
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2019-06-28 About
[1812.05944] A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms and Experiments
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2019-06-18 About
[1709.07604] A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications
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2019-05-29 About
Knowledge Graph Embedding: A Survey of Approaches and Applications - IEEE (2017)
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2019-05-27 About
[1812.09449] A Survey on Deep Learning for Named Entity Recognition
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2019-04-24 About
Active learning literature survey (2010)
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2019-04-19 About
Evaluating Solutions for Named Entity Recognition | Novetta.com (2018)
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2019-04-11 About
On sentence representations, pt. 1: what can you fit into a single #$!%@*&% blog post? · Supernatural Language Processing
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2018-11-27 About
Cost-Sensitive Boosting for Classification of Imbalanced Data (2007)
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2018-10-27 About
what are the pros and cons of the various unsupervised word and sentence/ document embedding models? - Quora
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2018-08-19 About
Text feature extraction based on deep learning: a review (2017)
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2018-08-13 About
Evaluation of sentence embeddings in downstream and linguistic probing tasks
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2018-06-27 About
[1805.04032] From Word to Sense Embeddings: A Survey on Vector Representations of Meaning
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2018-05-30 About
The Current Best of Universal Word Embeddings and Sentence Embeddings (2018)
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2018-05-30 About
Comparing Sentence Similarity Methods
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2018-05-25 About
Named Entity Recognition: Milestone Papers, Models and Technologies (2017)
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2018-05-20 About
[1706.04902] A Survey Of Cross-lingual Word Embedding Models
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2018-05-20 About