Discover castorini/anserini-notebooks-afirm2020 Open Source project

Stars
7
Rank 2,231,693 (Top 46 %)
Language
Jupyter Notebook
Created over 4 years ago
Updated almost 4 years ago

castorini

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Colab notebooks for AFIRM '20

pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

Python

1,488

anserini

Anserini is a Lucene toolkit for reproducible information retrieval research

Java

982

daam

Diffusion attentive attribution maps for interpreting Stable Diffusion.

Jupyter Notebook

608

hedwig

PyTorch deep learning models for document classification

Python

586

honk

PyTorch implementations of neural network models for keyword spotting

Python

504

docTTTTTquery

docTTTTTquery document expansion model

Python

346

pygaggle

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

Jupyter Notebook

323

BuboQA

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

Python

280

rank_llm

Repository for prompt-decoding using LLMs (GPT3.5, GPT4, Vicuna, and Zephyr)

Python

247

howl

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

Python

191

castor

PyTorch deep learning models for text processing

Python

180

DeeBERT

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

Python

150

birch

Document ranking via sentence modeling using BERT

Python

142

covidex

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

TypeScript

136

duobert

Multi-stage passage ranking: monoBERT + duoBERT

Python

109

MP-CNN-Torch

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

anserini-notebooks

mr.tydi

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

Python

honkling

Web app for keyword spotting using TensorflowJS

JavaScript

afriberta

AfriBERTa: Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages

Python

data

Castorini data

Python

dhr

Dense hybrid representations for text retrieval

Python

NCE-CNN-Torch

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

Lua

chatty-goose

A Python framework for conversational search

Python

transformers-arithmetic

Python

d-bert

Distilling BERT using natural language generation.

Python

hf-spacerini

Plug-and-play Search Interfaces with Pyserini and Hugging Face

Python

SimpleDBpediaQA

simple QA over knowledge graphs on DBpedia

bertserini

berxit

anserini-tools

Evaluation tools shared across anserini, pyserini, and pygaggle

Python

onboarding

Onboarding guide to Jimmy Lin's research group at the University of Waterloo

VDPWI-NN-Torch

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

Lua

TREC-COVID

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

Roff

perm-sc

Official codebase for permutation self-consistency.

Python

LiT5

Python

honk-models

Pre-trained models for Honk

howl-deploy

JavaScript deployment for Howl, the wake word detection modeling toolkit for Firefox Voice

JavaScript

TrecQA-NegEx

Code and dataset for SIGIR 2017 short paper "Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering"

Python

Tweets2013-IA

The Tweets2013 Internet Archive collection

AfriTeVa-keji

meanmax

cqe

SM-CNN-Torch

Torch implementation of Severyn and Moschitti's SIGIR 2015 CNN model for question answering

Lua

ONNX-demo

Python

serverless-bert-reranking

Python

parrot

Keyword spotting using audio from speech synthesis services and YouTube

Python

earlyexiting-monobert

Python

afriteva

Text - 2 - Text for African languages

Python

tct_colbert

Python

transformers-selective

Python

serverless-inference

Neural network inference on serverless architecture

Python

norbert

NorBERT: Anserini + dl4marco-bert

Python

rank_llm_data

touche-error-analysis

Old is Gold? Systematic Error Analysis of Neural Retrieval Models against BM25 for Argument Retrieval

Python

numbert

Passage Ranking Library using various pretrained LMs

Python

anserini-spark

Anserini-Spark integration

Java

kim-cnn-vis

An in-browser visualization of Kim CNN

JavaScript

replicate-lce

Python

kws-gen-data

Data for KWS generator.

pyserini-data

Python

candle

PyTorch utilities for parameter pruning and multiplies reduction

Python

BuboQA-models

gooselight2

Search frontend for Anserini

Ruby

africlirmatrix

AfriCLIRMatrix is a test collection for cross-lingual information retrieval research in 15 diverse African languages.

biasprobe

Python

sigtestv

SIGnificance TESTing Violations: an end-to-end toolkit for evaluating neural networks.

Python

howl-models

SolrAnserini

Anserini integration with Solr

Python

gooselight

🦆 Anserini + Blacklight 🦆

Ruby

BuboQA-data

Hosting dataset for BuboQA

anlessini

Java

honkling-models

JavaScript

castorini/anserini-notebooks-afirm2020

castorini

Reviews

Repository Details

More Repositories