AdeDZY

DeepCT

DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.

K-NRM

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

SIGIR19-BERT-IR

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

GoogleSearchCrawler

a tool for crawl Google search results

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

allennlp-as-a-library-example

bert

TensorFlow code and pre-trained models for BERT

bertviz

Tool for visualizing BERT's self-attention layers

daily-stock-forecast

Daily Stock Forecasts using Machine Learning & Python

allennlp

An open-source NLP research library, built on PyTorch.

anserini

A Lucene toolkit for replicable information retrieval research

botkit

Botkit is an open source developer tool for building chat bots, apps and custom integrations for major messaging platforms.

cedr

Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.

copacrr

The code for COPACRR Neural IR model.

dl4ir-doc2query

get_started_with_deep_learning_for_text_with_allennlp

Getting started with AllenNLP and PyTorch by training a tweet classifier

im2recipe-Pytorch

im2recipe Pytorch implementation

Kernel-Based-Neural-Ranking-Models

learnopencv

Learn OpenCV : C++ and Python Examples

MatchZoo

MatchZoo is a toolkit for text matching. It was developed with a focus on enabling fast experimentation.

MSMARCOV2

Utilities, Baselines, Statistics and Descriptions Related to the MSMARCO DATASET

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

QueryReformulator

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

ShardFeature_refactored

sigir2017-table

EntiTables: Smart Assistance for Entity-Focused Tables - SIGIR'17

tf-dann

Domain-Adversarial Neural Network in Tensorflow

tf-seq2seq

Sequence to sequence learning using TensorFlow.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow