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2021-sigir-plackett-luce

aio2-soseki-baseline

Baseline QA system for AIO2 competition utilizing BPR (binary passage retrieval)

aio2_dpr_baseline

https://www.nlp.ecei.tohoku.ac.jp/projects/aio/

arxiv-style

A Latex style and template for paper preprints (based on NIPS style)

bert-relation-extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

cskg

CSKG: The CommonSense Knowledge Graph

culturebank

czsc

缠中说禅技术分析工具；缠论；股票；期货；Quant；量化交易

deep-image-retrieval

End-to-end learning of deep visual representations for image retrieval

deepdow

Portfolio optimization with deep learning.

docs

TensorFlow documentation

drhard

Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track (SIGIR 2021 Full Paper).

dsi-transformers

A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"

efficient-fedrec

Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation

fair-pgrank

Code for Policy Learning for Fairness in Ranking paper at NeurIPS 2019

fairlearn

A Python package to assess and improve fairness of machine learning models.

fpdgd-ictir2021

Implementation and results for ICTIR2021 paper: Effective and Privacy-preserving Federated Online Learning to Rank

fultr

final code for fultr

gcoqa

genie

The autoregressive information extraction system GenIE (Generative Information Extraction) implemented in PyTorch.

genre

Autoregressive Entity Retrieval

google-research

Google Research

grownet

ii-academicenglish

ilm

Easily fine tune GPT-2 to fill in missing text

imagine-and-verbalize

jpq

CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval. It compresses the index by 30x and provides 10x speedup on CPU and 2x speedup on GPU with negligible performance loss.

kgclue-bert4keras

基于“Seq2Seq+前缀树”的知识图谱问答

kgtk

Knowledge Graph Toolkit

kgtk-notebooks