Knowledgator EngineeringAchieve 90% Results in Few-Shot Text Classification with Just 0.1% DataZero-shot abilities of modern LLMs are truly inspiring and make us feel that AGI is pretty close. However, it requires large networks and…Dec 27, 2023Dec 27, 2023
Towards AI Editorial TeaminTowards AIThis AI newsletter is all you need #50What happened this week in AI by LouieJun 6, 2023Jun 6, 2023
Fabio MatricardiinArtificial CornerLaMini is here: a little giant LLM on your CPUUpload documents or Youtube videos and interact with them: learn how to summarize long texts, papers or video transcript on your own.May 23, 20237May 23, 20237
Fabio MatricardiinArtificial Corner12 things I wish I knew before starting to work with Hugging Face LLMInsights and Tips for Navigating the Hugging Face LLM LandscapeJun 8, 202312Jun 8, 202312
Serop BaghdadlianinTowards AIBuild Your Machine Learning Portfolio Using Hugging Face SpacesIn This Tutorial, I Will Show You How to Impress Potential Employers and Showcase Your ML Skills With Interactive Apps For FREE.Apr 18, 20231Apr 18, 20231
Chetan AmbiinTowards AISentence Embeddings with sentence-transformers libraryMultilingual Sentence Embeddings using BERT / RoBERTa / XLM-RoBERTa & Co. with PyTorchSep 14, 2020Sep 14, 2020
Fabio ChiusanoinNLPlanetA brief timeline of NLP from Bag of Words to the Transformer familyBOW, TF-IDF, Word2Vec, Transformer, BERT, GPT, RoBERTa, XLM, Reformer, ELECTRA, T5, and many othersFeb 12, 20222Feb 12, 20222
Tim SchopfinTowards Data ScienceKeyphrase Extraction with BERT Transformers and Noun PhrasesUsing noun phrase preprocessing to enhance BERT-based keyword extractionFeb 7, 20222Feb 7, 20222
Joas Pambouin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨Text Similarity: Building a text similarity checker with Hugging face and StreamlitBoost your NLP skills by following this step-by-step tutorial on building a similarity checker with Hugging Face and Streamlit.May 11, 2023May 11, 2023
Fabio MatricardiinArtificial CornerAnswering Question About your Documents Using LangChain (and NOT OpenAI)How to use Hugging Face LLM (open source LLM) to talk to your documents, pdfs and also articles from webpages.May 1, 202322May 1, 202322
James BriggsinTowards Data ScienceHow to Apply Transformers to Any Length of TextRestore the power of NLP for long sequencesMar 10, 20217Mar 10, 20217
James BriggsinTowards Data ScienceELECTRA is BERT — SuperchargedELECTRA outperforms every other transformer and is 1/4 of the sizeFeb 17, 2021Feb 17, 2021
James BriggsinBetter ProgrammingBuild a Natural Language Classifier With Bert and TensorflowApply cutting-edge transformer models to your language problemsDec 23, 2020Dec 23, 2020
James BriggsinTowards Data ScienceHow Transformers WorkAn intuitive visual guide to comprehending cutting-edge NLPNov 6, 2020Nov 6, 2020
James BriggsinTowards Data ScienceDense Vectors: Capturing Meaning with CodeThe technology behind Google, Netflix, Spotify, and many more explainedDec 23, 20222Dec 23, 20222
James BriggsinTowards Data ScienceSentence Transformers: Meanings in DisguiseHow modern language models capture meaningJan 3, 2023Jan 3, 2023
James BriggsinTowards Data ScienceTraining Sentence Transformers with Softmax LossHow the original sentence transformer (SBERT) was builtJan 12, 2023Jan 12, 2023
James BriggsinTowards Data ScienceFine-Tuning Sentence Transformers with MNR LossNext-Gen Sentence Embeddings with Multiple Negatives Ranking LossFeb 3, 20232Feb 3, 20232
Daniel AfrimiText Clustering using NLP techniquesIn recent years, Natural Language Processing (NLP) has become increasingly popular as a tool for analyzing large volumes of text data.May 1, 20231May 1, 20231
