334 Open source projects that are alternatives of or similar to ProQA

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

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

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

No description or website provided.

📑 Neural Search

Financial Domain Question Answering with pre-trained BERT Language Model

⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.

🔍 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.

Text2Text: Cross-lingual natural language processing and generation toolkit

A collection of research on knowledge graphs

Vietnamese question answering system with BERT

Flexible classic and NeurAl Retrieval Toolkit

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

An alternative EQA paradigm and informative benchmark + models (BMVC 2019, ViGIL 2019 spotlight)

A keyphrase extractor for Persian

The First Evaluation Workshop on Chinese Machine Reading Comprehension (CMRC 2017)

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

A simple tutorial of Lucene for LIS 501 Introduction to Text Mining students at the University of Wisconsin-Madison (Fall 2021).

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

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

Accelerated deep learning R&D

Implementation for the paper "Hierarchical Conditional Relation Networks for Video Question Answering" (Le et al., CVPR 2020, Oral)

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

HDLTex: Hierarchical Deep Learning for Text Classification

A factoid based question answering system | Python | Flask | NLP

Ответы на вопросы на должность Frontend разработчика.

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)

An Open-Source Package for Information Retrieval.

ExpMRC: Explainability Evaluation for Machine Reading Comprehension

DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.

A quiz website for organizing online quizzes and tests. It's build using Python/Django and Bootstrap4 frameworks. 🤖

Solutions of the various test exams of the Information Retrieval course

Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.

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

As far as we know, CONVEX is the first unsupervised method for conversational question answering over knowledge graphs. A demo and our benchmark (and more) can be found at

Trinity IR Infrastructure

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

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

Apache Solr open-source search software

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

Laravel Quiz and Exam System clone of udemy

A Collection of BM25 Algorithms in Python

25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.

Word Embeddings for Information Retrieval

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

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

No description or website provided.

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

Learning to Rank in TensorFlow

Books worth spreading

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

A Python implementation of the BM25 ranking function.

Search Formula-1——A distributed high performance massive data engine for enterprise/vertical search

A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).

Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)

Natural Language Processing Question Answering Final Project

Topic Modelling for Humans

Terrier IR Platform

【C++ 面试 + C++ 学习指南】 一份涵盖大部分 C++ 程序员所需要掌握的核心知识。

Python interface to the Anserini IR toolkit built on Lucene