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pyserini
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.anserini
Anserini is a Lucene toolkit for reproducible information retrieval researchdaam
Diffusion attentive attribution maps for interpreting Stable Diffusion.hedwig
PyTorch deep learning models for document classificationhonk
PyTorch implementations of neural network models for keyword spottingdocTTTTTquery
docTTTTTquery document expansion modelpygaggle
a gaggle of deep neural architectures for text ranking and question answering, designed for PyseriniBuboQA
Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)rank_llm
Repository for prompt-decoding using LLMs (GPT3.5, GPT4, Vicuna, and Zephyr)howl
Wake word detection modeling toolkit for Firefox Voice, supporting open datasets like Speech Commands and Common Voice.castor
PyTorch deep learning models for text processingDeeBERT
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inferencebirch
Document ranking via sentence modeling using BERTcovidex
A multi-stage neural search engine for the COVID-19 Open Research Datasetduobert
Multi-stage passage ranking: monoBERT + duoBERTMP-CNN-Torch
Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)anserini-notebooks
Anserini notebooksmr.tydi
Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.honkling
Web app for keyword spotting using TensorflowJSafriberta
AfriBERTa: Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languagesdata
Castorini datadhr
Dense hybrid representations for text retrievalNCE-CNN-Torch
Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)chatty-goose
A Python framework for conversational searchtransformers-arithmetic
d-bert
Distilling BERT using natural language generation.hf-spacerini
Plug-and-play Search Interfaces with Pyserini and Hugging FaceSimpleDBpediaQA
simple QA over knowledge graphs on DBpediabertserini
BERTserinianserini-tools
Evaluation tools shared across anserini, pyserini, and pygaggleberxit
onboarding
Onboarding guide to Jimmy Lin's research group at the University of WaterlooVDPWI-NN-Torch
Very Deep Pairwise Word Interaction Neural Networks for modeling textual similarity (He and Lin, NAACL/HLT 2016)perm-sc
Official codebase for permutation self-consistency.TREC-COVID
TREC-COVID results - this is a mirror of data on the TREC website in a more convenient format.LiT5
honk-models
Pre-trained models for Honkhowl-deploy
JavaScript deployment for Howl, the wake word detection modeling toolkit for Firefox VoiceTrecQA-NegEx
Code and dataset for SIGIR 2017 short paper "Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering"Tweets2013-IA
The Tweets2013 Internet Archive collectionAfriTeVa-keji
meanmax
MeanMax estimators.cqe
SM-CNN-Torch
Torch implementation of Severyn and Moschitti's SIGIR 2015 CNN model for question answeringONNX-demo
anserini-notebooks-afirm2020
Colab notebooks for AFIRM '20serverless-bert-reranking
parrot
Keyword spotting using audio from speech synthesis services and YouTubeafriteva
Text - 2 - Text for African languagestct_colbert
transformers-selective
serverless-inference
Neural network inference on serverless architecturenorbert
NorBERT: Anserini + dl4marco-bertrank_llm_data
touche-error-analysis
Old is Gold? Systematic Error Analysis of Neural Retrieval Models against BM25 for Argument Retrievalnumbert
Passage Ranking Library using various pretrained LMsanserini-spark
Anserini-Spark integrationkim-cnn-vis
An in-browser visualization of Kim CNNreplicate-lce
kws-gen-data
Data for KWS generator.pyserini-data
candle
PyTorch utilities for parameter pruning and multiplies reductionBuboQA-models
gooselight2
Search frontend for Anseriniafriclirmatrix
AfriCLIRMatrix is a test collection for cross-lingual information retrieval research in 15 diverse African languages.biasprobe
sigtestv
SIGnificance TESTing Violations: an end-to-end toolkit for evaluating neural networks.howl-models
SolrAnserini
Anserini integration with Solrgooselight
π¦ Anserini + Blacklight π¦BuboQA-data
Hosting dataset for BuboQAanlessini
honkling-models
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