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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

bert-squad

SQuAD Question Answering Using BERT, PyTorch

class_detection_and_linking_for_kbqa

a class linking tool for KBQA system, detect and linking class(type) to DBpedia ontology

course-project

decomprc

An original implementation of ACL 2019, "Multi-hop Reading Comprehension through Question Decomposition and Rescoring"

dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

embedkgqa

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

exercise

exercise for nndl

fet

hr-bilstm

Implementation for paper "Improved Neural Relation Detection for Knowledge Base Question Answering"

img_store

kbgan_for_rotate

kbqa-paper

kbqa-relation-linking

A service for relation linking for knowledge base question answering.

kqapro_baselines

Pytorch implementation of baseline models of KQA Pro, a large-scale dataset of complex question answering over knowledge base.

markqa

Code and data for EMNLP 2023 research track paper "MarkQA: A large scale KBQA dataset with numerical reasoning"

nju-health-report

用于在 GitHub Action 上部署南京大学每日健康填报自动打卡脚本

nlp-beginner

NLP上手教程

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlquery

Natural Language Engine on WikiData

qdmr-based-question-generation

The official code of TACL 2022, "Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition".

qdtqa

Code for AAAI 2023 research track paper "Question Decomposition Tree for Answering Complex Questions over Knowledge Bases"

queryagent

Code and data for QueryAgent

rotate

first version of RotatE

sparql_parse

Help you get attribute/component of a SPARQL query, and query it (if you have a local endpoint)

temporal_kg_representaion

Several knowledge graph representation algorithms implemented with pytorch

wsdm2021_nsm

Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals. WSDM 2021.