Semanlink - NLP tasks / problems AND NLP tools

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NLP tasks / problems AND NLP tools

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105 Documents

Customizing Agent to Chat with Your Documents | Haystack

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2023-07-25 A propos

PromptHub

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2023-07-07 A propos

Building a Conversational Chat App | Haystack

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2023-05-31 A propos

Release v1.15.0 · deepset-ai/haystack

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2023-03-30 A propos

Towards a Tagalog NLP pipeline

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2023-02-04 A propos

deepset sur Twitter : " Generative models have taken the world of NLP by storm. But LLMs do not know about your personal data. This makes personal assistants, enterprise knowledge management and many other applications challenging. Retrieval augmented pipelines are the answer"

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2023-02-02 A propos

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

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2022-12-23 A propos

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

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2022-08-25 A propos

[2006.01969] REL: An Entity Linker Standing on the Shoulders of Giants

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2022-07-12 A propos

Understanding Semantic Search and Question Answering | deepset

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2022-06-03 A propos

DataBorg - Knowledge management simplified

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2022-05-14 A propos

Modern Question Answering Systems Explained

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Haystack

2022-01-27 A propos

Haystack Annotation Tool

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Haystack Annotation Tool

2022-01-27 A propos

allenai/macaw: Multi-angle c(q)uestion answering

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2022-01-22 A propos

Integrate ORQA and REALM for Open Domain Question Answering · Issue #312 · deepset-ai/haystack

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2022-01-12 A propos

How to build a chatbot that reads all your data to find the right answer - Xatkit

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2022-01-11 A propos

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

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2021-09-30 A propos

Haystack (deepset)

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2021-09-20 A propos

Build NLP features into your product | deepset

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2021-09-20 A propos

Improving Quality of Search Results Clustering with Approximate Matrix Factorisations (2006)

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Lingo

2021-06-02 A propos

Carrot2 search results clustering engine (online)

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Carrot2

2021-05-27 A propos

Why we switched from Spacy to Flair to anonymize French case law | by Michaël Benesty | Towards Data Science

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2021-02-10 A propos

[1911.03876] Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering

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2021-02-08 A propos

[2004.10964] Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

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2020-12-01 A propos

[2011.06993] FLERT: Document-Level Features for Named Entity Recognition

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2020-12-01 A propos

Semantic Scholar | AI-Powered Research Tool

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2020-11-24 A propos

Wikifier

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2020-10-11 A propos

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

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2020-10-11 A propos

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

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2020-07-03 A propos

AmbiverseNLU: A Natural Language Understanding suite by Max Planck Institute for Informatics

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2020-03-13 A propos

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

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2020-02-15 A propos

Extractive Text Summarization Using spaCy in Python

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2020-02-09 A propos

[1912.08904] Macaw: An Extensible Conversational Information Seeking Platform

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2020-01-01 A propos

Custom Named Entity Recognition Using spaCy - Towards Data Science

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2019-12-31 A propos

Sebastian Ruder sur Twitter : "It's great to see the growing landscape of NLP transfer learning libraries"

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2019-09-13 A propos

Blackstone Concept Extractor — ICLR&D

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2019-08-21 A propos

Sofie Van Landeghem: Entity linking functionality in spaCy (spaCy IRL 2019) - Slides

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2019-07-13 A propos

Sofie Van Landeghem: Entity linking functionality in spaCy (spaCy IRL 2019) - YouTube

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2019-07-13 A propos

State-of-the-art neural coreference resolution for chatbots

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2019-05-28 A propos

Dandelion API - Semantic Text Analytics as a service

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2019-04-24 A propos

Sent2Vec: An unsupervised approach towards learning sentence embeddings | RARE Technologies

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2019-03-25 A propos

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2019-02-09 A propos

Jeremy Howard on Twitter: "Such a ridiculously simple idea couldn't possibly work, could it? Or... could it? "

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2019-02-09 A propos

Key topics extraction and contextual sentiment of users’ reviews

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2018-09-18 A propos

How to Train your Own Model with NLTK and Stanford NER Tagger? (for English, French, German…)

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2018-05-20 A propos

Tutorial on Poincaré Embeddings (Jupyter Notebook )

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2018-05-20 A propos

Implementing Poincaré Embeddings | RARE Technologies

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2018-05-20 A propos

Sense2vec with spaCy and Gensim · Blog · Explosion AI

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2018-04-08 A propos

SPACY'S ENTITY RECOGNITION MODEL: incremental parsing with Bloom embeddings & residual CNNs - YouTube

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2018-03-06 A propos

[1710.04099] Wembedder: Wikidata entity embedding web service

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2018-02-13 A propos

gensim/WMD_tutorial.ipynb

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2017-12-23 A propos

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

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2017-11-25 A propos

Modifications for the Cluster Content Discovery and the Cluster Label Induction Phases of the Lingo Algorithm (2014)

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Lingo

2017-11-11 A propos

How to Write a Spelling Corrector (Peter Norvig)

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2017-10-25 A propos

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

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2017-10-23 A propos

Concept Search on Wikipedia · Chris McCormick

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2017-09-10 A propos

Gensim tutorial: Similarity Queries

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2017-07-19 A propos

Dive Into NLTK, Part V: Using Stanford Text Analysis Tools in Python – Text Mining Online

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2017-07-11 A propos

NLTK: Installing Third Party Software · nltk Wiki

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2017-07-11 A propos

Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition (slides)

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2017-07-11 A propos

Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition (2004) (paper)

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2017-07-11 A propos

Source code for nltk.tag.stanford — NLTK documentation

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2017-07-11 A propos

RDRPOSTagger: A Rule-based Part-of-Speech and Morphological Tagging Toolkit

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2017-07-11 A propos

TreeTagger - a part-of-speech tagger for many languages

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2017-07-11 A propos

nltk.tag.stanford module — NLTK documentation

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2017-07-11 A propos

Stanford Log-linear Part-Of-Speech Tagger

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Stanford POS Tagger

2017-07-11 A propos

What are all possible pos tags of NLTK? - Stack Overflow

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2017-07-11 A propos

gensim : Similarity Queries using Annoy (Tutorial)

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2017-07-10 A propos

gensim: models.phrases – Phrase (collocation) detection

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2017-07-10 A propos

How can I tag and chunk French text using NLTK and Python? - Stack Overflow

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2017-06-29 A propos

Document Clustering with Python

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2017-06-28 A propos

gensim/FastText_Tutorial.ipynb

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2017-06-28 A propos

Salmon Run: Implementing the RAKE Algorithm with NLTK

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2017-06-26 A propos

RAKE: A python implementation of the Rapid Automatic Keyword Extraction

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2017-06-26 A propos

Gensim tutorials

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2017-06-23 A propos

Automated Keyword Extraction – TF-IDF, RAKE, and TextRank (Less Than Dot - Blog)

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2017-06-13 A propos

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

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2017-06-09 A propos

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2017-06-09 A propos

News classification with topic models in gensim

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2017-06-07 A propos

Lingo3G or Carrot2? | Carrot Search

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Carrot2

2017-06-04 A propos

Using Gensim for LDA (notebook)

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2017-06-02 A propos

(Relatively) quick and easy Gensim example code | William Bert

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2017-06-02 A propos

Text Summarization with Gensim

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2017-06-02 A propos

pyLDAvis

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2017-06-02 A propos

gensim: models.word2vec – Deep learning with word2vec

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2017-06-01 A propos

Word2vec in gensim Tutorial | RaRe Technologies

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2017-06-01 A propos

NLP keyword extraction tutorial with RAKE and Maui

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2 tools:

- simple keyword extraction with a Python library (RAKE)
- Java tool (Maui) that uses a machine-learning technique.

Focus on 2 tasks:

- Extracting the most significant words and phrases that appear in given text
- Identifying a set of topics from a predefined vocabulary that match a given text

Typical steps:

- Candidate selection (extract all possible words, phrases, terms or concepts that can potentially be keywords).
- Properties calculation (for each candidate, properties that indicate that it may be a keyword)
- Scoring and selecting keywords

RAKE: finding multi-word phrases containing frequent words. +: simplicity, ease of use -: limited accuracy, parameter configuration requirement, throws away many valid phrases, doesn’t normalize candidates (no stemming).

Maui: ("Multi-purpose automatic topic indexing"). Based on [Weka](/semanlink/tag/weka) (GPL, java, maven, github). Compared to RAKE:

- Extract keywords not just from text, but also with a reference to a controlled vocabulary
- Improve the accuracy by training Maui on manually chosen keywords
    - but requires a training model.

Maui can use a controlled vocabulary expressed in SKOS - so I could use it in semanlink!

2017-05-24 A propos

An Efficient Way to Extract the Main Topics from a Sentence | The Tokenizer

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2017-05-24 A propos

Extract Subject Matter of Documents Using NLP – Alexander Crosson – Medium

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2017-05-24 A propos

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Carrot2

2017-05-23 A propos

Carrot2: Text Clustering Algorithms and Applications

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2017-05-23 A propos

Result Clustering - Apache Solr Reference Guide - Apache Software Foundation

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2017-05-23 A propos

Lingo3G: real-time text clustering engine | Carrot Search

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2017-05-22 A propos

Working With Text Data — scikit-learn documentation

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2015-10-21 A propos

Sapping Attention: When you have a MALLET, everything looks like a nail

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2014-04-25 A propos

topic-modeling-tool - A graphical user interface tool for topic modeling - Google Project Hosting

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2014-04-23 A propos

Real-Time Topic Modeling of Microblogs

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2014-04-22 A propos

java - Method(s) to output confidence score from Stanford Classifier? - Stack Overflow

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2014-04-08 A propos

[java-nlp-user] Stanford NER: confidence scores

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Stanford classifier

2014-04-08 A propos

Data Categorization using OpenNLP

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2014-03-27 A propos

Welcome to LibShortText documentation! — LibShortText 1.1 documentation

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LibShortText

2014-03-26 A propos

H.-F. Yu, C.-H. Ho, Y.-C. Juan, and C.-J. Lin. LibShortText: A Library for Short-text Classification and Analysis

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LibShortText

2014-03-26 A propos

LibShortText: A Library for Short-text Classification and Analysis

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LibShortText

2014-03-25 A propos

The Stanford classifier

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Stanford classifier

2014-03-16 A propos

Getting Started with Topic Modeling and MALLET

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2012-09-20 A propos