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→ jingtaozhan
2 open source projects by jingtaozhan
[ Open user page on Github ]
1.
JPQ
CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.
✭ 39
python
shell
information-retrieval
compression
deep-learning
efficiency
pytorch
product-quantization
web-search
dense-retrieval
2.
DRhard
SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.
✭ 93
python
shell
information-retrieval
pytorch
web-search
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