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academic-kickstart

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ace2005-preprocessing

ACE 2005 corpus preprocessing for Event Extraction task

atis_x_test

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

bert

TensorFlow code and pre-trained models for BERT

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。

corpus

自然语言处理，知识图谱相关语料。按照Task细分，欢迎PR。

daat_slu

Data Augmentation with Atomic Templates for Spoken Language Understanding

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deepspeedexamples

Example models using DeepSpeed

densecrf

C++/CUDA Dense Conditional Random Field using Meanfield inference

dialogue-utterance-rewriter

doc

downloads

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.

financial-knowledge-graphs

小型金融知识图谱构建流程

flash-attention

Fast and memory-efficient exact attention

graph-neural-network-review

luge-ai

metalearning4nlp-papers

A list of recent papers about Meta / few-shot learning methods applied in NLP areas.

natural-language-understanding-papers

NLU: domain-intent-slot; text2SQL

nlu_datasets_with_task_oriented_dialogue

datasets of natural language understanding and dialogue state tracking

nn_pruning

Prune a model while finetuning or training.

pretrained_word_embeddings

It is about how to load and aggregate pretrained word embeddings in pytorch, e.g., ELMo\BERT\XLNET.

redst

The code for our ACL paper "Rethinking Dialogue State Tracking with Reasoning"

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。

simulated-dialogue

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