147 Open source projects that are alternatives of or similar to llda

A tutorial series by Preferred.AI

Resources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Entity-Duet Neural Ranking Model

Personalized Query Completion

Search Quality Evaluation Tool for Apache Solr & Elasticsearch search-based infrastructures

Apache Solr open-source search software

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Machine Learning for Information Retrieval

🔍 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.

Code repo for SIGIR 2021 paper "Few-Shot Conversational Dense Retrieval"

pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.

Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.

A library of inverted index data structures

Content Based Image Retrieval Techniques (e.g. knn, svm using MatLab GUI)

Flexible classic and NeurAl Retrieval Toolkit

机器学习、深度学习、自然语言处理

Forte is a flexible and powerful NLP builder FOR TExt. This is part of the CASL project: http://casl-project.ai/

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

pyndri is a Python interface to the Indri search engine.

Track any ip address with IP-Tracker. IP-Tracker is developed for Linux and Termux. you can retrieve any ip address information using IP-Tracker.

Dice.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

⚡ A fast embedded library for approximate nearest neighbor search

Unofficial Gaana API

Code for WWW2019 paper "A Hierarchical Attention Retrieval Model for Healthcare Question Answering"

Vietnamese question answering system with BERT

Solutions of the various test exams of the Information Retrieval course

This 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.

Provides a common interface to many IR ranking datasets.

Python Keyphrase Extraction module

Official code for WACV 2021 paper - Compositional Learning of Image-Text Query for Image Retrieval

API to let user fetch the events that happen(ed) on a specific date

Experimenting with a newly published deep learning paper and how it can be used for content-based 3D model retrieval. (info retrieval for CAD)

A large scale feature extraction tool for text-based machine learning

Trinity IR Infrastructure

A curated list of papers dedicated to neural text (semantic) matching.

The Web IR / NLP Group (WING)'s public reading group at the National University of Singapore.

A Lucene toolkit for replicable information retrieval research

Drop in solution for Decentralized Neural Information Retrieval. Index latent vectors along with JSON metadata and do efficient k-NN search.

My 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.

This is official Pytorch code and datasets of the paper "Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News", EMNLP 2020.

PISA: Performant Indexes and Search for Academia

Burp Extender plugin that generates a sitemap of a website using Wayback Machine

telegram group scraper tool. fetch all information about group members

Fielded Sequential Dependence Model (code and runs)

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

A Collection of BM25 Algorithms in Python

Information Gathering Instagram.

Fact Extraction and VERification baseline published in NAACL2018

Spark-Crawler: Apache Nutch-like crawler that runs on Apache Spark.

Word Embeddings for Information Retrieval

Extract subdomains from SSL certificates in HTTPS sites.

SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.

K-NRM: End-to-End Neural Ad-hoc Ranking with Kernel Pooling

OSINT Threat Intel Interface - CLI for HoneyDB

Booklet and exam of Artificial Intelligence Master Degree at Amirkabir University of technology.

General Architecture for Text Engineering

(Python) transform a document-term matrix to an Okapi/BM25 representation

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A Python implementation of the BM25 ranking function.