小布助手对话短文本语义匹配的一个baseline
参考：https://kexue.fm/archives/8213
base版本线下大概0.952，线上0.866（单模型，没做K-flod融合）。
测试环境：tensorflow 1.15 + keras 2.3.1 + bert4keras 0.10.0
跑完100epoch可能6小时左右（3090，建议跑完）
from baseline import *
predict_to_file('result.csv')
然后zip result.zip result.csv，最后把result.zip提交即可。
感谢主办方对本baseline的肯定～
Writer_unblock Straight-forward command line interfacing with GPT-3. Finding yourself stuck at a conceptual stage? Spinning your wheels needlessly on
patterns-finder Simple, Fast, Powerful and Easily extensible python package for extracting patterns from text, with over than 60 predefined Regular Ex
Description 💻 This is an incredibly powerful calculator that is capable of many useful day-to-day functions. Such functions include solving basic ari
TorToiSe Tortoise is a text-to-speech program built with the following priorities: Strong multi-voice capabilities. Highly realistic prosody and inton
Wav2Vec2CTC With KenLM Using KenLM ARPA language model with beam search to decode audio files and show the most probable transcription. Assuming you'v
Modeling the Background for Incremental Learning in Semantic Segmentation This is the updated official PyTorch implementation of our work: "Modeling t
T5: Text-To-Text Transfer Transformer The t5 library serves primarily as code for reproducing the experiments in Exploring the Limits of Transfer Lear
Getting to the meat of g-code. Easy, fast, effective, and automatic g-code compression! MeatPack nearly doubles the effective data rate of a standard
Contents Semantic Image Synthesis with DAGAN Installation Dataset Preparation Generating Images Using Pretrained Model Train and Test New Models Evalu
Proteno This is the data release associated with the corresponding NAACL 2021 Paper - Proteno: Text Normalization with Limited Data for Fast Deploymen
汉语学习者文本多维标注数据集YACLC V1.0 中文 | English 汉语学习者文本多维标注数据集（Yet Another Chinese Learner
HuggingSound HuggingSound: A toolkit for speech-related tasks based on HuggingFace's tools. I have no intention of building a very complex tool here.
IPL-data-analysis This project consists of data analysis and data visualization of all IPL seasons from 2008 to 2019 and answering the most asked ques
This repository contains the code for running modular summarization pipelines as described in the publication Krishna K, Khosla K, Bigham J, Lipton ZC
CodeFill This repository contains the code for our paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Namin
An easy-to-use Python module that helps you to extract the BERT embeddings for a large text dataset (Bengali/English) efficiently.
Unsupervised technique to Glossary and Definition Extraction Code Files GPT2-DefinitionModel.ipynb - GPT-2 model for definition generation. Data_Gener
This project is part of Eleuther AI's quest to create a massive repository of high quality text data for training language models.
FlashText This module can be used to replace keywords in sentences or extract keywords from sentences. It is based on the FlashText algorithm. Install
Lightning ASR Modular and extensible speech recognition library leveraging pytorch-lightning and hydra What is Lightning ASR • Installation • Get Star
6 Feb 10, 2022
22 Dec 19, 2022
37 Nov 19, 2022
2.1k Jan 01, 2023
65 Sep 21, 2022
9 Dec 28, 2022
4.6k Jan 01, 2023
97 Nov 21, 2022
104 Oct 08, 2022
37 Dec 04, 2022
47 Dec 15, 2022
247 Dec 26, 2022
2 Feb 08, 2022
6 Jun 04, 2021
11 Oct 31, 2022
37 Sep 05, 2022
28 May 25, 2021
42 Dec 13, 2022
5.3k Jan 01, 2023
40 Sep 19, 2022