21 open source projects by castorini

PyTorch deep learning models for text processing

Python interface to the Anserini IR toolkit built on Lucene

A multi-stage neural search engine for the COVID-19 Open Research Dataset

Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)

Wake word detection modeling toolkit for Firefox Voice, supporting open datasets like Speech Commands and Common Voice.

Castorini data

A Lucene toolkit for replicable information retrieval research

PyTorch deep learning models for document classification

PyTorch implementations of neural network models for keyword spotting

Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

Web app for keyword spotting using TensorflowJS

docTTTTTquery document expansion model

Very Deep Pairwise Word Interaction Neural Networks for modeling textual similarity (He and Lin, NAACL/HLT 2016)

A Python framework for conversational search

TREC-COVID results - this is a mirror of data on the TREC website in a more convenient format.

Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)

a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

Distilling BERT using natural language generation.

simple QA over knowledge graphs on DBpedia

Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.