neural-ranking

There are 11 repositories under neural-ranking topic.

  • sebastian-hofstaetter/matchmaker

    Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch

    Language:Python26172430

  • jingtaozhan/RepCONC

    WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval

    Language:Python1184513

  • canjiali/PARADE

    code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for Document Reranking.

    Language:Python9732510

  • chengxuanying/KDD-Multimodalities-Recall

    This is our solution for KDD Cup 2020. We implemented a very neat and simple neural ranking model based on siamese BERT which ranked first among the solo teams and ranked 12th among all teams on the final leaderboard.

    Language:Jupyter Notebook705514

  • chengxuanying/WSDM-Adhoc-Document-Retrieval

    This is our solution for WSDM - DiggSci 2020. We implemented a simple yet robust search pipeline which ranked 2nd in the validation set and 4th in the test set. We won the gold prize at innovation track and bronze prize at dataset track.

    Language:Jupyter Notebook623113

  • jingtaozhan/disentangled-retriever

    An easy-to-use python toolkit for flexibly adapting various neural ranking models to any target domain.

    Language:Python59235

  • grill-lab/DL-Hard

    Deep Learning Hard (DL-HARD) is a new annotated dataset extending TREC Deep Learning benchmark.

    36534

  • grill-lab/CODEC

    CODEC is a document and entity ranking dataset that focuses on complex essay-style topics.

    Language:Shell16411

  • lavis-nlp/CoRT

    Code repository of the NAACL'21 paper "CoRT: Complementary Rankings from Transformers"

    Language:Python13400

  • mrjleo/fast-forward-indexes

    Efficient interpolation-based ranking on CPUs

    Language:Python10208

  • sebastian-hofstaetter/tripclick

    Establishing Strong Baselines for TripClick Health Retrieval; ECIR 2022

    510