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ScdvText classification with Sparse Composite Document Vectors.
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Wordtokenizers.jlHigh performance tokenizers for natural language processing and other related tasks
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RelevancyfeedbackDice.com's relevancy feedback solr plugin created by Simon Hughes (Dice). Contains request handlers for doing MLT style recommendations, conceptual search, semantic search and personalized search
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VtextSimple NLP in Rust with Python bindings
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HdltexHDLTex: Hierarchical Deep Learning for Text Classification
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Textrank Keyword ExtractionKeyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and other techniques.
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CatalystAccelerated deep learning R&D
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NprfNPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval
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EasyocrReady-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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TalismanStraightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.
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ResinHardware-accelerated vector-based search engine. Available as a HTTP service or as an embedded library.
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BooksBooks worth spreading
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Ds2iA library of inverted index data structures
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FlexneuartFlexible classic and NeurAl Retrieval Toolkit
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Sf1r LiteSearch Formula-1——A distributed high performance massive data engine for enterprise/vertical search
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ForteForte is a flexible and powerful NLP builder FOR TExt. This is part of the CASL project: http://casl-project.ai/
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TrinityTrinity IR Infrastructure
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Pyndripyndri is a Python interface to the Indri search engine.
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VectorsinsearchDice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015
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Rank bm25A Collection of BM25 Algorithms in Python
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GaanaapiUnofficial Gaana API
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Tutorial Utilizing KgResources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"
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ComposeAEOfficial code for WACV 2021 paper - Compositional Learning of Image-Text Query for Image Retrieval
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Domain discovery toolThis repository contains the Domain Discovery Tool (DDT) project. DDT is an interactive system that helps users explore and better understand a domain (or topic) as it is represented on the Web.
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PkePython Keyphrase Extraction module
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Vec4irWord Embeddings for Information Retrieval
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Date InfoAPI to let user fetch the events that happen(ed) on a specific date
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Rated Ranking EvaluatorSearch Quality Evaluation Tool for Apache Solr & Elasticsearch search-based infrastructures
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FxtA large scale feature extraction tool for text-based machine learning
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Dan Jurafsky Chris Manning NlpMy solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
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AnseriniA Lucene toolkit for replicable information retrieval research
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Deep Semantic Similarity ModelMy Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
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Haystack🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
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sigir19-neural-irSource code for: On the Effect of Low-Frequency Terms on Neural-IR Models, SIGIR'19
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ConceptualsearchTrain a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs
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RanknetMy (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.
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