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～
Real-World Natural Language Processing This repository contains example code for the book "Real-World Natural Language Processing." AllenNLP (2.5.0 or
◥ Curriculum Labeling ◣ Revisiting Pseudo-Labeling for Semi-Supervised Learning Paola Cascante-Bonilla, Fuwen Tan, Yanjun Qi, Vicente Ordonez. In the
STARK The official implementation of the paper Learning Spatio-Temporal Transformer for Visual Tracking Highlights The strongest performances Tracker
Text classification on IMDB dataset using Keras and Bi-LSTM Text classification on IMDB dataset using Keras and Bi-LSTM network. Usage python3 main.py
Pretrained Language Model This repository provides the latest pretrained language models and its related optimization techniques developed by Huawei N
Human Voice to Automated Voice & Text Introduction: In this project, whenever you'll speak, it will turn your voice into a robot voice and furthermore
Tokenizer Le Tokenizer est un analyseur lexicale, il permet, comme Flex and Yacc par exemple, de tokenizer du code, c'est à dire transformer du code e
Question answering app is used to answer for a user given question from user given text.It is created using HuggingFace's transformer pipeline and streamlit python packages.
Grover is a model for Neural Fake News -- both generation and detection. However, it probably can also be used for other generation tasks.
PortaSpeech - PyTorch Implementation PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech. Model Size Module Nor
ConvBERT 目录 0. 仓库结构 1. 简介 2. 数据集和复现精度 3. 准备数据与环境 3.1 准备环境 3.2 准备数据 3.3 准备模型 4. 开始使用 4.1 模型训练 4.2 模型评估 4.3 模型预测 5. 模型推理部署 5.1 基于Inference的推理 5.2 基于Serv
Fast (GAN Based Neural) Vocoder Chinese README Todo Submit demo Support NHV Discription Include MelGAN, HifiGAN and Multiband-HifiGAN, maybe include N
What is this fork of Megatron-LM and Megatron-DeepSpeed This is a detached fork of https://github.com/microsoft/Megatron-DeepSpeed, which in itself is
BERT Attention Analysis This repository contains code for What Does BERT Look At? An Analysis of BERT's Attention. It includes code for getting attent
lang lang is a simple stack based programming language written in Python. It can
BERTAC (BERT-style transformer-based language model with Adversarially pretrained Convolutional neural network) BERTAC is a framework that combines a
dont-stop-pretraining Code associated with the Don't Stop Pretraining ACL 2020 paper Citation @inproceedings{dontstoppretraining2020, author = {Suchi
academic-NLP-chatbot Smart discord chatbot integrated with Dialogflow to interact with students naturally and manage different classes in a school. De
Bort Companion code for the paper "Optimal Subarchitecture Extraction for BERT." Bort is an optimal subset of architectural parameters for the BERT ar
Torch-Struct: Structured Prediction Library A library of tested, GPU implementations of core structured prediction algorithms for deep learning applic
303 Dec 17, 2022
113 Dec 15, 2022
485 Jan 04, 2023
2 Sep 27, 2022
2.6k Jan 08, 2023
3 Oct 15, 2021
1 Aug 15, 2022
3 Apr 05, 2022
856 Dec 24, 2022
276 Dec 26, 2022
7 Apr 08, 2022
134 Dec 16, 2022
316 Jan 03, 2023
401 Dec 11, 2022
1 May 30, 2022
6 Jan 24, 2022
449 Jan 04, 2023
5 Oct 24, 2022
461 Nov 21, 2022
1.1k Dec 16, 2022