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Search results for neural ranking
neural-ranking
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9 search results found
Matchmaker
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223
Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch
Repconc
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97
WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
Kdd Multimodalities Recall
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64
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.
Parade
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63
code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for Document Reranking.
Wsdm Adhoc Document Retrieval
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51
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.
Dl Hard
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21
Deep Learning Hard (DL-HARD) is a new annotated dataset extending TREC Deep Learning benchmark.
Disentangled Retriever
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13
A python toolkit for adaptable neural ranking including Dense Retrieval, uniCOIL, SPLADE, ColBERT, and BERT reranker.
Codec
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7
CODEC is a document and entity ranking dataset that focuses on complex essay-style topics.
Cort
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6
Code repository of the NAACL'21 paper "CoRT: Complementary Rankings from Transformers"
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