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flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

flat-lattice-transformer

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

flatclr

flowseq

Generative Flow based Sequence-to-Sequence Toolkit written in Python.

fnp

Implementation of the Functional Neural Process models

focal_calibration

Code for the paper "Calibrating Deep Neural Networks using Focal Loss"

foolnltk

A Chinese Nature Language Toolkit

free_adv_train

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

frequent_pattern_mining

mining frequent text segment in corpus

frictionless-py

Frictionless is a framework to describe, extract, validate, and transform tabular data.

friendly-adversarial-training

Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)

fromage

🧀 Pytorch code for the Fromage optimiser.

fudan_mtl_reviews

TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`

fundan-nlp

funnel-transformer

funnel_transformer

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLP太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器

gadmcmc

Gradient-based Adaptive Markov chain Monte Carlo

gain

PyTorch implementation for EMNLP 2020 paper: Double Graph Based Reasoning for Document-level Relation Extraction

galerkin-transformer

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax

gan

Tooling for GANs in TensorFlow

gan-hallucination

This projects investigates the possible hallucinations or adversarial attacks for solving linear inverse problems. The goal is to understand the possible hallucinations, define metrics to quantify the hallucination, and find regularization techniques to make deep reconstruction nets robust against hallucination.

gan_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

gan_tf

Tensorflow classes for generative adversarial networks

ganbert

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

ganswer

A KBQA system based on DBpedia.

ganzo

A GAN framework

gdc

Code for the ICLR 2021 paper "A Distributional Approach to Controlled Text Generation"

gdpp

Generator loss to reduce mode-collapse and to improve the generated samples quality.