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～
Persian Lexicon This repo uses Uppsala Persian Corpus (UPC) to construct a lexic
Schema Curation Custom Component Outreachy TFX custom component project This repo contains the code for Schema Curation Custom Component made as a par
A 10000+ hours dataset for Chinese speech recognition
KinkyFurs-V0 Kinky furry assistant based on GPT2 How to run python3 V0.py then, open web browser and go to localhost:8080 Requirements: Flask trans
Reddit text to speech generator A python gui program to generate reddit text to speech videos from the id of any post. Current functionality Generate
NumPy String-Indexed NumPy String-Indexed is a NumPy extension that allows arrays to be indexed using descriptive string labels, rather than conventio
squote A semantic search engine that takes some input text and returns some (questionably) relevant (questionably) famous quotes. Built with: bert-as-
Malware-Related Sentence Classification This repo contains the code for the ICTAI 2021 paper "Enrichment of Features for Malware-Related Sentence Clas
Conformer ASR A minimal Conformer ASR implementation adapted from ESPnet. Introduction I want to use the pre-trained English ASR model provided by ESP
Structured State Spaces for Sequence Modeling This repository provides implementations and experiments for the following papers. S4 Efficiently Modeli
Spark NLP: State of the Art Natural Language Processing Spark NLP is a Natural Language Processing library built on top of Apache Spark ML. It provide
How To Use killtheZoom-2.0 Windows 0. https://joyhong.tistory.com/79 이 글을 보면서 tesseract를 C:\Program Files\Tesseract-OCR 경로로 설치해주세요(한국어 언어 추가 필요) 상단의 초
Linear Multihead Attention (Linformer) PyTorch Implementation of reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer:
Customer Care Bot Customer care bot for ecomm company which can solve faq and chitchat with users, can contact directly to team. 🛠 Features Basic E-c
Meeting Summarization Dataset Meeting plays an essential part in our daily life, which allows us to share information and collaborate with others. Wit
An Apache 2.0 NLP research library, built on PyTorch, for developing state-of-the-art deep learning models on a wide variety of linguistic tasks. Quic
MicBot MicBot uses Google Translate to speak everyone's chat messages. It can al
smart-school-chatbot Smart discord chatbot integrated with Dialogflow to interact with students naturally and manage different classes in a school. De
whylogs Workshop The code from the whylogs workshop in DataTalks.Club on 29 March 2022 whylogs - The open source standard for data logging (Don't forg
CredData is a set of files including credentials in open source projects. CredData includes suspicious lines with manual review results and more information such as credential types for each suspicio
7 Apr 01, 2022
5 Jul 16, 2021
309 Dec 16, 2022
1 Jun 11, 2022
17 Dec 19, 2022
1 Jan 08, 2022
11 Jun 25, 2022
1 Mar 26, 2022
3 Jan 24, 2022
902 Jan 06, 2023
3k Jan 05, 2023
9 Sep 13, 2021
58 Dec 23, 2022
23 Oct 27, 2022
39 Dec 14, 2022
11.4k Jan 01, 2023
2 Mar 09, 2022
5 Oct 24, 2022
12 Sep 05, 2022
19 Sep 07, 2022