🔍 Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, Falcon and alike). Haystack offers production-ready tools to quickly build complex question answering, semantic search, text generation applications, and more.

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

A Tensorflow implementation of QANet for machine reading comprehension

😎 A curated list of the Question Answering (QA)

机器阅读理解 冠军/亚军代码及中文预训练MRC模型

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Tensorflow Implementation of R-Net

Haskell game engine library for roguelike dungeon crawlers; please offer feedback, e.g., after trying out the sample game with the web frontend at

The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

A pytorch implementation of Reading Wikipedia to Answer Open-Domain Questions.

A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks

DAWNBench: An End-to-End Deep Learning Benchmark and Competition

ALBERT model Pretraining and Fine Tuning using TF2.0

Allure of the Stars is a near-future Sci-Fi roguelike and tactical squad combat game written in Haskell; please offer feedback, e.g., after trying out the web frontend version at

R-net in PyTorch, with ELMo

Open R-NET (hy` առնետ 🐁) implementation and detailed analysis: https://git.io/vd8dx

Persian (Farsi) Question Answering Dataset (+ Models)

A PyTorch implementation of Mnemonic Reader for the Machine Comprehension task

A PyTorch implemention of Match-LSTM, R-NET and M-Reader for Machine Reading Comprehension