zhezhaoa / ngram2vec
Four word embedding models implemented in Python. Supporting arbitrary context features
☆849Updated 5 years ago
Alternatives and similar repositories for ngram2vec:
Users that are interested in ngram2vec are comparing it to the libraries listed below
- sentence embedding by Smooth Inverse Frequency weighting scheme☆1,088Updated 5 years ago
- Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN☆964Updated 6 years ago
- word2vec/glove/swivel binary file on chinese corpus☆402Updated 8 years ago
- Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).☆1,258Updated 2 years ago
- Named Entity Recognition for Chinese social media (Weibo). From EMNLP 2015 paper.☆550Updated 4 years ago
- Pre-trained ELMo Representations for Many Languages☆1,461Updated 3 years ago
- ☆532Updated 6 years ago
- 1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)☆1,058Updated 6 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging☆830Updated 3 years ago
- Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger☆594Updated 6 years ago
- Baseline Systems of DuReader Dataset☆1,144Updated 2 years ago
- Tensorflow implementation of contextualized word representations from bi-directional language models☆1,619Updated 2 years ago
- A neural network model for Chinese named entity recognition☆1,804Updated 6 years ago
- Empower Sequence Labeling with Task-Aware Language Model☆847Updated 2 years ago
- Python wrapper for Stanford CoreNLP.☆922Updated 3 years ago
- Chinese NER using Lattice LSTM. Code for ACL 2018 paper.☆1,811Updated 5 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,413Updated last year
- A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.☆1,246Updated 2 years ago
- bert中文分类实践☆735Updated 6 years ago
- NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character …☆1,895Updated 2 years ago
- This repo contains our ACL 2017 paper data and source code☆723Updated 4 years ago
- 谷歌自然语言处理模型BERT:论文解析与python代码☆845Updated 6 years ago
- BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences☆435Updated 3 years ago
- 一行代码使用BERT生成句向量,BERT做文本分类、文本相似度计算☆1,659Updated 5 years ago
- Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT☆809Updated 4 years ago
- 使用预训练语言模型BERT做中文NER☆951Updated 5 years ago
- Pre-Trained Chinese XLNet(中文XLNet预训练模型)☆1,649Updated 2 years ago
- Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data☆923Updated 6 years ago
- ☆299Updated 4 years ago
- AutoPhrase: Automated Phrase Mining from Massive Text Corpora☆1,184Updated 3 years ago