Su Zhu's repositories
slot_filling_and_intent_detection_of_SLU
slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
NLU_datasets_with_task_oriented_dialogue
datasets of natural language understanding and dialogue state tracking
Natural-language-understanding-papers
NLU: domain-intent-slot; text2SQL
few_shot_slot_tagging_and_NER
PyTorch implementation of the paper: Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. Su Zhu, Ruisheng Cao, Lu Chen and Kai Yu.
pretrained_word_embeddings
It is about how to load and aggregate pretrained word embeddings in pytorch, e.g., ELMo\BERT\XLNET.
shanghai_house_knowledge
2020年11月在上海买房经历总结出来的买房购房做的一些功课分享给大家，技术人帮助技术人，希望对大家有所帮助。
academic-kickstart
📝 Easily create a beautiful website using Academic, Hugo, and Netlify
ace2005-preprocessing
ACE 2005 corpus preprocessing for Event Extraction task
awesome_Chinese_medical_NLP
中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc
ChineseNLPCorpus
中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。
DeepSpeedExamples
Example models using DeepSpeed
DenseCRF
C++/CUDA Dense Conditional Random Field using Meanfield inference
Financial-Knowledge-Graphs
小型金融知识图谱构建流程
flash-attention
Fast and memory-efficient exact attention
MetaLearning4NLP-Papers
A list of recent papers about Meta / few-shot learning methods applied in NLP areas.
nn_pruning
Prune a model while finetuning or training.
text2sql-data
A collection of datasets that pair questions with SQL queries.
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
Unaligned-SLU
Domain Adaptation for Unaligned SLU with DSTC 2 & 3 Datas