NLP ; Survey / Review AND Machine learning
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44 Documents
[2312.10997] Retrieval-Augmented Generation for Large Language Models: A Survey
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2023-12-23 About
📄 NeurIPS 2023 Primer - by Sebastian Ruder - NLP News
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2023-12-03 About
[2306.08302] Unifying Large Language Models and Knowledge Graphs: A Roadmap
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2023-06-18 About
(((ل()(ل() 'yoav))))👾 sur Twitter : "there is this genre of papers that show you can train/tune only some subset of a network's weights, freezing the rest, and things still work as well as (or better than) full training/tuning..."
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2023-02-15 About
Machine learning for combinatorial optimization: A methodological tour d’horizon
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2022-12-09 About
[2010.00711] A Survey of the State of Explainable AI for Natural Language Processing
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2022-09-08 About
[2008.07267] A Survey of Active Learning for Text Classification using Deep Neural Networks
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2022-09-06 About
[2209.00099] Efficient Methods for Natural Language Processing: A Survey
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2022-09-04 About
Recent Advances in Language Model Fine-tuning (Feb 2021)
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2022-09-02 About
[2208.11857] Shortcut Learning of Large Language Models in Natural Language Understanding: A Survey
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2022-08-27 About
[2006.00632] Neural Unsupervised Domain Adaptation in NLP---A Survey
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2022-03-30 About
[2101.12294] Combining pre-trained language models and structured knowledge
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2022-03-25 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
[2010.06467] Pretrained Transformers for Text Ranking: BERT and Beyond
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2021-07-09 About
Contrastive Representation Learning
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2021-06-04 About
A Survey of Text Clustering Algorithms - C. C. Aggarwal (2012)
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2021-04-20 About
[2004.03705] Deep Learning Based Text Classification: A Comprehensive Review
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2020-10-11 About
Transfer Learning - Machine Learning's Next Frontier (2017)
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2020-09-24 About
A Study of multilabel text classification and the effect of label hierarchy (2015)
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2020-08-15 About
A collection of 300+ survey papers on NLP and ML
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2020-07-18 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
A Comprehensive Survey of Knowledge Graph Embeddings with Literals: Techniques and Applications
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2020-04-29 About
[2003.08271] Pre-trained Models for Natural Language Processing: A Survey
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2020-03-19 About
[2002.12327] A Primer in BERTology: What we know about how BERT works
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2020-02-28 About
Document Embedding Techniques
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2019-10-21 About
The knowledge graph as the default data model for learning on heterogeneous knowledge (2017)
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2019-08-22 About
The State of Transfer Learning in NLP (2019)
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2019-08-19 About
[1812.09449] A Survey on Deep Learning for Named Entity Recognition
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2019-04-24 About
Evaluating Solutions for Named Entity Recognition | Novetta.com (2018)
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2019-04-11 About
Patent finding using free search tools
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2019-02-20 About
The state-of-the-art on Intellectual Property Analytics (IPA) - ScienceDirect (2018)
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2019-02-13 About
Generalized Language Models
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2019-02-10 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
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
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
57 Summaries of Machine Learning and NLP Research - Marek Rei
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2018-01-17 About
Understanding Convolutional Neural Networks for NLP | WildML
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2015-11-08 About