Machine learning AND Sebastian Ruder
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37 Documents
📄 NeurIPS 2023 Primer - by Sebastian Ruder - NLP News
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2023-12-03 About
[2311.11077] Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
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2023-11-25 About
🛠 Tool-Augmented LLMs - by Sebastian Ruder - NLP News
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2023-08-28 About
NLP News #66: ✨ Flashier Attention, 🤐 Gzip classifiers
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2023-08-14 About
Modular and Parameter-Efficient Fine-Tuning for NLP Models
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2023-08-08 About
EMNLP 2022 Tutorial — “Modular and Parameter-Efficient Fine-Tuning for NLP Models” | by Oscar Shih | Jun, 2023 | Medium
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2023-08-08 About
[2302.11529] Modular Deep Learning
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2023-02-23 About
[2203.09435] Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation
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2022-09-08 About
ML and NLP Research Highlights of 2021
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2022-09-07 About
Recent Advances in Language Model Fine-tuning (Feb 2021)
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2022-09-02 About
[2105.00828] Memorisation versus Generalisation in Pre-trained Language Models
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2022-03-30 About
Pre-training + Massive Multi-tasking, Benchmarking in NLP, EMNLP primer, 🤗 NLP Course, ACL 2021 recap, | Revue
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2021-11-07 About
[2106.04647] Compacter: Efficient Low-Rank Hypercomplex Adapter Layers
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2021-09-29 About
Recent Advances in Language Model Fine-tuning
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2021-02-24 About
Transfer Learning - Machine Learning's Next Frontier (2017)
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2020-09-24 About
On word embeddings
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2020-06-05 About
Approximating the Softmax for Learning Word Embeddings
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2020-06-04 About
[2004.14958] A Call for More Rigor in Unsupervised Cross-lingual Learning
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2020-05-02 About
Efficient multi-lingual language model fine-tuning · fast.ai NLP
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2019-10-22 About
Sebastian Ruder sur Twitter : network embeddings in the biomedical domain. @eurnlp #EurNLP2019
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2019-10-11 About
Sebastian Ruder sur Twitter : "It's great to see the growing landscape of NLP transfer learning libraries"
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2019-09-13 About
The State of Transfer Learning in NLP (2019)
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2019-08-19 About
Neural Transfer Learning for Natural Language Processing - Seb Ruder's PhD Thesis
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2019-07-31 About
Transfer Learning in Natural Language Processing - Google Slides
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2019-06-04 About
Sebastian Ruder sur Twitter : "Besides the obvious things (ELMo, BERT, etc.), is there anything that we should definitely discuss at the NAACL "Transfer Learning in NLP" tutorial?"
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2019-05-20 About
Neural Transfer Learning for Natural Language Processing - Seb Ruder PhD Thesis
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2019-02-27 About
[1811.06031] A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks
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2018-11-17 About
Transfer learning with language models
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2018-11-05 About
An Overview of Multi-Task Learning for Deep Learning
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2018-10-02 About
NLP's ImageNet moment has arrived
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2018-07-09 About
NLP News | Revue
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2018-05-29 About
[1706.04902] A Survey Of Cross-lingual Word Embedding Models
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2018-05-20 About
An overview of proxy-label approaches for semi-supervised learning
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2018-04-26 About
Text Classification with TensorFlow Estimators
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2018-04-17 About
[1801.06146] Universal Language Model Fine-tuning for Text Classification
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2018-01-19 About
Word embeddings in 2017: Trends and future directions
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2017-11-06 About
An overview of word embeddings and their connection to distributional semantic models - AYLIEN (2016)
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2017-07-20 About