Semanlink - NTIC ; Dev AND NLP

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Approximate nearest-neighbor - BERT - Blog - ElasticSearch - Embeddings - Entity Retrieval - fast.ai - FastText - gensim - GitHub project - Good - Google - Google Research - Hugging Face - huggingface / transformers - Knowledge Graphs - Language Model - Multi-label classification - Nearest neighbor search - Neural Search - NLP - NLP@Facebook - NLP@Google - NLP 4 Semanlink - NLP and Search - NLP sample code - NLP tools - OpenAI - Personal Knowledge Graph - Programming language - Python - Question Answering - Sample code - Search Engines - Semanlink related - Semantic Search - Sentence-BERT - Sentence Embeddings - Similarity queries / Vector search - Stack Overflow - TensorFlow - Text Classification - Text Similarity - Topic Modeling - Transformers - Tutorial - Tweet - Using word embeddings - Word2vec - Word embeddings -

NTIC ; Dev AND NLP

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94 Documents

Ask like a human: Implementing semantic search on Stack Overflow - Stack Overflow Blog

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2023-08-11 About

LlamaIndex sur Twitter : "Stop building API connectors - build data agents that can automatically access to ANY API defined with an OpenAPI spec..."

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2023-07-14 About

ChatGPT and Elasticsearch: A plugin to use ChatGPT with your Elastic data | Elastic Blog

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2023-07-07 About

fast.ai - Mojo may be the biggest programming language advance in decades

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2023-05-06 About

Notebook by OpenAI which demos a Q&A workflow using ChatGPT API· openai/openai-cookbook

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2023-04-15 About

openai/chatgpt-retrieval-plugin: The ChatGPT Retrieval Plugin

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2023-04-13 About

IBM/zshot: Zero and Few shot named entity & relationships recognition

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2022-12-23 About

Alex sur Twitter : "Semantic search: how you can leverage both @CohereAI and @pinecone libraries to quickly build a POC..."

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2022-11-08 About

cardiffnlp/tweetnlp: "TweetNLP for all the NLP enthusiasts working on Twitter!..."

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2022-10-27 About

Tutorial on Uncertainty Estimation for NLP

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2022-10-18 About

Prompt Tuning BERT🎯:CommonLit Readability | Kaggle

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2022-09-16 About

AllenNLP sur Twitter : "Dataset: training data for @MetaAI 's No Language Left Behind NLLB-200 models!..."

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2022-08-25 About

Karl Higley sur Twitter : "Many ANN search tools (e.g. FAISS, ScaNN) allow you to provide multiple points as part of the same query..."

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2022-08-20 About

Understanding Semantic Search and Question Answering | deepset

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2022-06-03 About

Sentence Embedding Fine-tuning for the French Language | by La Javaness R&D | Feb, 2022 | Medium

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2022-03-31 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

How to Build a Semantic Search Engine With Transformers and Faiss | by Kostas Stathoulopoulos | Towards Data Science

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2022-01-29 About

Semantic search through a vectorized Wikipedia (SentenceBERT) with the Weaviate vector search engine

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2021-12-05 About

How to Fine-Tune Sentence-BERT for Question Answering | Capital One

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2021-11-21 About

Tutorial: Training AI bots to chat using MTurk and Facebook’s ParlAI | by Amazon Mechanical Turk | Happenings at MTurk

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2021-11-19 About

Building a sentence embedding index with fastText and BM25 | by David Mezzetti | Towards Data Science

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2021-09-30 About

neuml/txtai: Build AI-powered semantic search applications

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txtai

2021-09-30 About

Semantic Search with S-BERT is all you need

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2021-06-05 About

Transformers Pipelines.ipynb - Colaboratory

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2021-05-26 About

Rodrigo Nogueira sur Twitter : "Slides of our WSDM 2021 tutorial "Pretrained Transformers for Text Ranking: BERT and Beyond"

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2021-03-09 About

FP Servant sur Twitter : "constructing a personal knowledge graph as a support for learning (and a metaphor of the learning experience)..."

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2020-12-03 About

Salmon Run: Word Sense Disambiguation using BERT as a Language Model

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2020-12-01 About

raphaelsty/ckb: Contextual knowledge bases

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2020-11-09 About

TAGME: on-the-fly annotation of short text fragments!

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2020-10-11 About

Which flavor of BERT should you use for your QA task? | by Olesya Bondarenko | Towards Data Science

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2020-10-04 About

Finding similar documents with transformers · Codegram

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2020-07-10 About

BERT Word Embeddings Tutorial · Chris McCormick

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2020-07-06 About

dicksontsai/stanford-nlp-local-extension: Chrome extension for sending content to localhost server running Stanford NLP tools.

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2020-07-03 About

FastHugs | ntentional

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2020-02-19 About

Distilling BERT models with spaCy - Towards Data Science (2019)

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2020-02-15 About

Hugging Face sur Twitter : DistilBERT-cased for Question Answering w/ just 3 lines of javascript

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2020-02-14 About

Your own blog with GitHub Pages and fast_template (4 part tutorial) · fast.ai

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2020-01-21 About

fastai/nbdev: Create delightful python projects using Jupyter Notebooks

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2020-01-12 About

Building a Search Engine with BERT and TensorFlow - Towards Data Science

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2020-01-12 About

Building a real-time embeddings similarity matching system | Solutions | Google Cloud

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2020-01-11 About

Named Entity Recognition with Bert – Depends on the definition

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2020-01-09 About

Joint Intent Classification and Slot Filling with Transformers (Jupyter Notebook Viewer)

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2020-01-09 About

Named Entity Recognition with Pytorch Transformers – Pierre-Yves Vandenbussche

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2019-12-11 About - Local Copy

Elasticsearch RSS feed indexer with Spacy entity extraction

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2019-11-24 About

Document analysis with machine learning

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2019-10-28 About

[1905.10070] Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification

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2019-06-22 About

Dandelion API - Semantic Text Analytics as a service

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2019-04-24 About

huggingface/pytorch-pretrained-BERT: The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

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2019-03-15 About

Measuring patent claim breadth using Google Patents Public Datasets | Google Cloud Blog

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2019-02-21 About

Plotting Similar Patents | Kaggle

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2019-02-19 About

Using BERT for state-of-the-art pre-training for natural language processing

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2019-02-14 About

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2019-02-09 About

BPEmb: Subword Embeddings

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2019-01-31 About

Cheatsheet · fastText

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2019-01-29 About

Open-sourcing PyText for faster NLP development

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2018-12-15 About

Tutorial on Text Classification (NLP) using ULMFiT and fastai Library in Python - Analytics Vidhya

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2018-12-01 About

Depends on the definition - it's about machine learning, data science and more

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2018-09-09 About

Practical guide to text classification | Google Developers

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2018-07-23 About

Module google/universal-sentence-encoder | TensorFlow

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2018-05-23 About

Testing Tensorflow code

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2018-05-21 About

Tutorial on Poincaré Embeddings (Jupyter Notebook )

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2018-05-20 About

Implementing Poincaré Embeddings | RARE Technologies

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2018-05-20 About

Text Classification with TensorFlow Estimators

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2018-04-17 About

ML-knn: A lazy learning approach to multi-label learning (2007)

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a lazy learning approach derived from the traditional [k-nearest neighbors algorithm](tag:k_nearest_neighbors_algorithm)

> for each unseen instance, its K nearest neighbors in the training set are firstly identified. After that, based on statistical information gained from the label sets of these neighboring instances, i.e. the number of neighboring instances belonging to each possible class, [Maximum a posteriori (MAP)](tag:maximum_a_posteriori_estimation) principle is utilized to determine the label set for the unseen instance.

Implemented in [scikit-multilearn](http://scikit.ml/api/skmultilearn.adapt.mlknn.html), in [java](https://github.com/lefman/mulan-extended/blob/master/mulan/src/mulan/classifier/lazy/MLkNN.java)

> the first lazy approach proposed specifically for multi-label classification. This is also a binary relevance approach which considers each label independently as a binary classification problem. Instead of a standard k-NN method, however, MLkNN uses the maximum a-posteriori (MAP) (Kelleher et al., 2015) approach combined with k-NN. [src](https://pdfs.semanticscholar.org/af9b/33da37d290c063cd826ab5923d96892a9767.pdf)

2018-03-18 About

GitHub - anvaka/word2vec-graph: Exploring word2vec embeddings as a graph of nearest neighbors

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2018-03-12 About

[1710.04099] Wembedder: Wikidata entity embedding web service

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2018-02-13 About

gensim/WMD_tutorial.ipynb

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2017-12-23 About

How to use pre-trained word vectors from Facebook’s fastText

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2017-11-25 About

Implementing a CNN for Text Classification in TensorFlow – WildML

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2017-11-06 About

LSTM with word2vec embeddings | Kaggle

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2017-10-25 About

Using Gensim Word2Vec Embeddings in Keras | Ben Bolte's Blog

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2017-10-23 About

A Word2Vec Keras tutorial

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2017-10-23 About

TensorFlow Neural Machine Translation (seq2seq) Tutorial

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2017-09-18 About

Word2Vec Tutorial Part 2 - Negative Sampling · Chris McCormick

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2017-09-10 About

Word2Vec Tutorial - The Skip-Gram Model · Chris McCormick

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2017-09-10 About

Vector Representations of Words | TensorFlow

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2017-08-28 About

Document Similarity Analysis Using ElasticSearch and Python - Data Science Central

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2017-07-19 About

Watson: Alchemy Language v1 API Explorer

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2017-07-18 About

Dealing with Human Language | Elasticsearch: The Definitive Guide [master]

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2017-07-18 About

gensim/FastText_Tutorial.ipynb

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2017-06-28 About

html2text

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2017-06-13 About

An Intuitive Understanding of Word Embeddings: From Count Vectors to Word2Vec

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2017-06-09 About

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2017-06-09 About

gensim: models.word2vec – Deep learning with word2vec

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2017-06-01 About

Word2vec in gensim Tutorial | RaRe Technologies

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2017-06-01 About

Using Word2Vec for topic modeling - Stack Overflow

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2017-05-19 About

Text Classification With Word2Vec - DS lore (2016)

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2017-05-18 About

Semantic search with NLP and elasticsearch - Stack Overflow

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2017-04-28 About

Word2vec: Neural Word Embeddings in Java - Deeplearning4j: Open-source, distributed deep learning for the JVM

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2016-02-26 About

nltk - hierarchical classification + topic model training data for internet articles and social media - Stack Overflow

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2014-04-23 About

Real-Time Topic Modeling of Microblogs

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2014-04-22 About

Automated interlinking of speech radio archives

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2012-04-14 About

SRILM - The SRI Language Modeling Toolkit

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2012-03-24 About

Regular-Expressions.info - Regex Tutorial, Examples and Reference - Regexp Patterns

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2012-03-07 About