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crf-layer-on-the-top-of-bilstm

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

cws_dict

Source codes for paper "Neural Networks Incorporating Dictionaries for Chinese Word Segmentation", AAAI 2018

das

Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.

deep-learning-for-aspect-level-sentiment-classification-baselines

The public state-of-the-art methods for deep learning based ASC

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deep-memory-network

Implement deep memory network used for Aspect Level Sentiment Classification

deep_enhanced_repr_for_idrr

code for COLING 2018 paper Deep Enhanced Representation for Implicit Discourse Relation Recognition

deepgraphcnnfortexts

dejavu

Audio fingerprinting and recognition in Python

densely-interactive-inference-network

Cleaned code for paper "Natural Language Inference over Interaction Space"

densenet-pytorch

A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dialog_corpus

用于训练中英文对话系统的语料库 Datasets for Training Chatbot System

dialogue-discourse-relation

Data and related code for ACL2019 paper "Implicit Discourse Relation Identification for Open-domain Dialogues"

disan

Code of Directional Self-Attention Network (DiSAN)

discourse-ablstm

Attention-based Bidirectional Long Short-Term Memory neural network for classification of Chinese implicit discourse relations

discourse-connectives

Data for discourse connective prediction.

discourse-parsing

Fast Rhetorical Structure Theory (RST) Discourse Parser

discovery

Mining Discourse Markers for Unsupervised Sentence Representation Learning

dplp

A RST Parser with a trained model

dupmn

Source Code for "Dual Memory Network Model for Sentiment Analysis of Review Text"

e2e-tbsa

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

elmoformanylangs

Pre-trained ELMo Representations for Many Languages

event-extraction

基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容

eventextractionpapers

A list of NLP resources focused on event extraction task

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastai

The fastai deep learning library, plus lessons and tutorials

flair

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

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、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包。

gcae