260 Open source projects that are alternatives of or similar to expmrc

MindsDB server allows you to consume and expose MindsDB workflows, through http.

Papers about explainability of GNNs

Improving Machine Reading Comprehension with General Reading Strategies

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).

Fast approximate Shapley values in R

Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI

Fit interpretable models. Explain blackbox machine learning.

The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".

FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

The official implementation for ACL 2021 "Challenges in Information Seeking QA: Unanswerable Questions and Paragraph Retrieval".

Implementation of conversational QA model: FlowQA (with slight improvement)

Financial Domain Question Answering with pre-trained BERT Language Model

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".

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

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

A relation-aware semantic parsing model from English to SQL

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

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

question answering, reading comprehension toolkit

⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.

Natural Language Processing Question Answering Final Project

Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)

Collections of Chinese reading comprehension datasets

基于知识库的中文问答系统（biLSTM）

Machine Learning in one line of code

FAQ-based Question Answering System

Laravel Quiz and Exam System clone of udemy

A collection of some materials of knowledge graph question answering

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

Code for the TriviaQA reading comprehension dataset

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

Question generation using state-of-the-art Natural Language Processing algorithms

Machine Learning Finite State Machine Models from Data with Genetic Algorithms

📲 Bot to help solve HQ trivia

Adaptive, interpretable wavelets across domains (NeurIPS 2021)

This repo is our research summary and playground for MRC. More features are coming.

Python library for Ceteris Paribus Plots (What-if plots)

This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

Code for NeurIPS 2019 paper ``Self-Critical Reasoning for Robust Visual Question Answering''

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

Important paper implementations for Question Answering using PyTorch

Entrypoint for all backend cape webservices

Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

This repo collects and re-produces models related to domains of question answering and machine reading comprehension

PTT 八卦版問答中文語料

Jack the Reader

TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

Question answering over Freebase (single-relation)

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

【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。

A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)

Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites

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

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

PyTorch implementation of the ACL 2019 paper "Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader"