421 Open source projects that are alternatives of or similar to SWDM

Provides a common interface to many IR ranking datasets.

Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval

Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021

PatZilla is a modular patent information research platform and data integration toolkit with a modern user interface and access to multiple data sources.

Uses a distributed word representation to finds words along the hyperchord of two input words.

Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:

⚡ A fast embedded library for approximate nearest neighbor search

Multilingual automatic text summarizer using statistical approach and extraction

基于字符训练词向量

Financial Domain Question Answering with pre-trained BERT Language Model

Russian mass media stemmed texts corpus / Корпус лемматизированных (морфологически нормализованных) текстов российских СМИ

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

Solutions of the various test exams of the Information Retrieval course

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.

Text2Text: Cross-lingual natural language processing and generation toolkit

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Source code for: On the Effect of Low-Frequency Terms on Neural-IR Models, SIGIR'19

訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

Cukatify is a music social media project

A rust implementation of some popular snowball stemming algorithms

Efficient and effective query auto-completion in C++.

Inspired by word2vec-pride-vis the replacement of words of Russian most valuable novels text with closest word2vec model words. By Boris Orekhov

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

finalfusion embeddings in Rust

Train a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs

An implementation of word2vec applied to [stanford philosophy encyclopedia](http://plato.stanford.edu/)

Service Classification based on Service Description

Accelerated deep learning R&D

Python implementation of bag-of-concepts

Sarcasm Detection for Sentiment Analysis

基于Pytorch和torchtext的自然语言处理深度学习框架。

My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.

A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.

ProtVec can be used in protein interaction predictions, structure prediction, and protein data visualization.

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

HDLTex: Hierarchical Deep Learning for Text Classification

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

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

An Open-Source Package for Information Retrieval.

A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification

Code for the paper: Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors, ICLR 2019.

📑 Neural Search

Text Similarity Applied to resume, to compare Resumes with Job Descriptions and create a score to rank them. Similar to an ATS.

Multiple implementations for abstractive text summurization , using google colab

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

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

嵌入Word2vec词向量的CNN中文文本分类

Learning to Rank in TensorFlow

LanguageCrunch NLP server docker image

Implementation of Siamese CBOW using keras whose backend is tensorflow.

A practical movie recommend project based on Item2vec.

A Python implementation of the BM25 ranking function.

Text processing library for sentiment analysis and related tasks

No description or website provided.

No description or website provided.

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

📐Julia's implementation of word2vec in R

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

a commandline #OSINT tool to find the online presence of a username in popular social media websites like Facebook, Instagram, Twitter, etc.