2021搜狐校园文本匹配算法大赛分比我们低的都是帅哥队

Last update: Oct 01, 2022

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Deep Learning sohu_text_matching

Overview

sohu_text_matching

2021搜狐校园文本匹配算法大赛Top2：分比我们低的都是帅哥队

本repo包含了本次大赛决赛环节提交的代码文件及答辩PPT，提交的模型文件可在百度网盘获取（链接：https://pan.baidu.com/s/1T9FtwiGFZhuC8qqwXKZSNA ，提取码：2333 ）。

最终提交的5个模型（限制大小在2G内）在复赛测试集上的f1指标为0.78921，在决赛测试集上的f1指标为0.78123，在十组队伍中位列第二，最终取得亚军成绩。

复现复赛测试集结果，可将模型下载后放至checkpoints/rematch内，将测试集合并为决赛格式后，进入src文件夹运行infer_final.py并指定输入文件及输出位置即可。依赖项可参考dockerfile。

Owner

hflserdaniel

Undergraduate student at THU; Master candidate at AIIC, PKU

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2021搜狐校园文本匹配算法大赛分比我们低的都是帅哥队

Related tags

Overview

sohu_text_matching

Owner

hflserdaniel

Buffon’s needle: one of the oldest problems in geometric probability

The source code for 'Noisy-Labeled NER with Confidence Estimation' accepted by NAACL 2021

A python package simulating the quasi-2D pseudospin-1/2 Gross-Pitaevskii equation with NVIDIA GPU acceleration.

End-to-End Referring Video Object Segmentation with Multimodal Transformers

Versatile Generative Language Model

Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective

Yet Another Reinforcement Learning Tutorial

A library for augmentation of a YOLO-formated dataset

MILK: Machine Learning Toolkit

Official code for 'Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentationon Complex Urban Driving Scenes'

FewBit — a library for memory efficient training of large neural networks

This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).

This repository contains project created during the Data Challenge module at London School of Hygiene & Tropical Medicine

Instant neural graphics primitives: lightning fast NeRF and more

Instance-conditional Knowledge Distillation for Object Detection

Riemannian Geometry for Molecular Surface Approximation (RGMolSA)

A framework to train language models to learn invariant representations.

Research code for the paper "How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models"

The source code of the paper "SHGNN: Structure-Aware Heterogeneous Graph Neural Network"

Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.

2021搜狐校园文本匹配算法大赛 分比我们低的都是帅哥队

Related tags

Overview

sohu_text_matching

Owner

hflserdaniel

Buffon’s needle: one of the oldest problems in geometric probability

The source code for 'Noisy-Labeled NER with Confidence Estimation' accepted by NAACL 2021

A python package simulating the quasi-2D pseudospin-1/2 Gross-Pitaevskii equation with NVIDIA GPU acceleration.

End-to-End Referring Video Object Segmentation with Multimodal Transformers

Versatile Generative Language Model

Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective

Yet Another Reinforcement Learning Tutorial

A library for augmentation of a YOLO-formated dataset

MILK: Machine Learning Toolkit

Official code for 'Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentationon Complex Urban Driving Scenes'

FewBit — a library for memory efficient training of large neural networks

This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).

This repository contains project created during the Data Challenge module at London School of Hygiene & Tropical Medicine

Instant neural graphics primitives: lightning fast NeRF and more

Instance-conditional Knowledge Distillation for Object Detection

Riemannian Geometry for Molecular Surface Approximation (RGMolSA)

A framework to train language models to learn invariant representations.

Research code for the paper "How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models"

The source code of the paper "SHGNN: Structure-Aware Heterogeneous Graph Neural Network"

Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.

2021搜狐校园文本匹配算法大赛分比我们低的都是帅哥队