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richereventdescription

A living document with the guidelines for RED annotation, and any scripts useful for working with RED documents

schema-perception

Code to reproduce analyses in "Representation of real-world event schemas during narrative perception"

segmentation-meets-densest-subgraph

sent2vec

General purpose unsupervised sentence representations

sentence-transformers

Sentence Embeddings with BERT & XLNet

sequence-semantic-embedding

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

sert

Semantic Entity Retrieval Toolkit

siamese_dssm

siamese dssm sentence_similarity sentece_similarity_rank tensorflow

siamese_test

sigir19-bert-ir

Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

suggest-extract-notebook

A notebook playing around with extracting autosuggestions for text documents

summarization

Thesis work on citation summarization

tac-kbp-eal

TAC KBP Event Argument Extraction and Linking Shared Task

tair

Extending an Information Retrieval System through Time Event Extraction

team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

team-learning-nlp

主要存储Datawhale组队学习中“自然语言处理”方向的资料。

team-learning-program

主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。

temporal-and-evolving-kg

temporal-event-ordering

tensorflow

An Open Source Machine Learning Framework for Everyone

text_classification

all kinds of text classification models and more with deep learning

textdistance

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

textmatch

QA match/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

time-sequence-prediction

FloydHub porting of Pytorch time-sequence-prediction example

torchkge

TorchKGE: Knowledge Graph embedding in Python and PyTorch.

trec-2019-deep-learning

Website for the TREC Deep Learning Track 2019

tutorial-utilizing-kg

Resources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"