gxdalu-yaya

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

Language:PythonApache-2.09600

ANCE

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

Language:PythonMIT35000

Flat-Lattice-Transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

Language:Python99300

gradient-checkpointing

Make huge neural nets fit in memory

Language:PythonMIT264900

tf2-gradient-checkpointing

Simple gradient checkpointing for eager mode execution

Language:PythonMIT4600

bert_experimental

code and supplementary materials for a series of Medium articles about the BERT model

Language:Jupyter NotebookMIT7600

BERT-flow

TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)

Language:PythonApache-2.052500

BERT_FEVER

BERT for Evidence Retrieval and Claim Verification

Language:Python3400

triplet-reid

Code for reproducing the results of our "In Defense of the Triplet Loss for Person Re-Identification" paper.

Language:PythonMIT76200

tf_retrieval_baseline

A Tensorflow retrieval (space embedding) baseline. Metric learning baseline on CUB and Stanford Online Products.

Language:PythonApache-2.03900

PolyEncoder

An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)

Language:Python25000

deep-recommender-system

深度学习在推荐系统中的应用及论文小结。

Language:Jupyter Notebook79100

lite-transformer

[ICLR 2020] Lite Transformer with Long-Short Range Attention

Language:PythonNOASSERTION59700

TurboTransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

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