sz128
Work on Natural Language Processing, Semantic Parsing, Dialogue System etc.
Shanghai Jiao Tong Universityshanghai
Pinned Repositories
Task-Oriented-Dialogue-Research-Progress-Survey
A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.
DAAT_SLU
Data Augmentation with Atomic Templates for Spoken Language Understanding
ext_data_for_haihua_ai_mrc
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.
Natural-language-understanding-papers
NLU: domain-intent-slot; text2SQL
NLU_datasets_with_task_oriented_dialogue
datasets of natural language understanding and dialogue state tracking
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。
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
SLU_focus_and_attention
sz128's Repositories
sz128/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
sz128/NLU_datasets_with_task_oriented_dialogue
datasets of natural language understanding and dialogue state tracking
sz128/Natural-language-understanding-papers
NLU: domain-intent-slot; text2SQL
sz128/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.
sz128/pretrained_word_embeddings
It is about how to load and aggregate pretrained word embeddings in pytorch, e.g., ELMo\BERT\XLNET.
sz128/ext_data_for_haihua_ai_mrc
sz128/DAAT_SLU
Data Augmentation with Atomic Templates for Spoken Language Understanding
sz128/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。
sz128/academic-kickstart
📝 Easily create a beautiful website using Academic, Hugo, and Netlify
sz128/ace2005-preprocessing
ACE 2005 corpus preprocessing for Event Extraction task
sz128/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
sz128/bert
TensorFlow code and pre-trained models for BERT
sz128/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。
sz128/corpus
自然语言处理，知识图谱相关语料。按照Task细分，欢迎PR。
sz128/DeepSpeedExamples
Example models using DeepSpeed
sz128/DenseCRF
C++/CUDA Dense Conditional Random Field using Meanfield inference
sz128/dialogue-utterance-rewriter
sz128/doc
sz128/downloads
sz128/Financial-Knowledge-Graphs
小型金融知识图谱构建流程
sz128/flash-attention
Fast and memory-efficient exact attention
sz128/luge-ai
sz128/MetaLearning4NLP-Papers
A list of recent papers about Meta / few-shot learning methods applied in NLP areas.
sz128/nn_pruning
Prune a model while finetuning or training.
sz128/ReDST
The code for our ACL paper "Rethinking Dialogue State Tracking with Reasoning"
sz128/som-dst
SOM-DST: Efficient Dialogue State Tracking by Selectively Overwriting Memory (ACL 2020)
sz128/sz128.github.io
sz128/text2sql-data
A collection of datasets that pair questions with SQL queries.
sz128/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
sz128/Unaligned-SLU
Domain Adaptation for Unaligned SLU with DSTC 2 & 3 Datas