Pinned Repositories
3c-net
Weakly-supervised Action Localization
ace2005-preprocessing
ACE 2005 corpus preprocessing for Event Extraction task
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
ApiAutoTest-1
基于TestNG+Rest Assured+Allure的接口自动化测试框架
atlas
Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)
autoencoding_vi_for_topic_models
Tensorflow implementation for prodLDA and NVLDA.
Bert-BiLSTM-CRF-pytorch
bert-bilstm-crf implemented in pytorch for named entity recognition.
CasRel-pytorch-reimplement
Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code is written in keras.
nlp_resource
个人所需整理的自然语言处理资源集合
Regression
Practice For PRML(Unit 3 Linear Regression)
ItGirls's Repositories
ItGirls/nlp_resource
个人所需整理的自然语言处理资源集合
ItGirls/3c-net
Weakly-supervised Action Localization
ItGirls/atlas
Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)
ItGirls/autoencoding_vi_for_topic_models
Tensorflow implementation for prodLDA and NVLDA.
ItGirls/bert-event-extraction
Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus
ItGirls/bert_seq2seq
使用BERT和UNILM的Mask方式搭建Seq2Seq模型，用来做新闻的标题自动生成任务。
ItGirls/CasEE
Source code for ACL 2021 finding paper: CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction
ItGirls/chatglm-maths
chatglm-6b微调/LORA/PPO/推理, 样本为自动生成的整数/小数加减乘除运算, 可gpu/cpu
ItGirls/Chinese-Punctuation-Restoration-with-Bert-CNN-RNN
A Bert-CNN-LSTM model for punctuation restoration
ItGirls/Chinese-Text-Classification-Pytorch
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
ItGirls/ConSERT
Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
ItGirls/contriever
Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning
ItGirls/eeqa
Event Extraction by Answering (Almost) Natural Questions
ItGirls/eventcoref
ItGirls/Falsesum
This repository contains code to derive the data generated by the pipeline described in the paper "Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization".
ItGirls/GLM
GLM (General Language Model)
ItGirls/GlobalPointer_torch
CMeEE 数据集医学实体抽取
ItGirls/GPT2-NewsTitle
Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。
ItGirls/LEAR
The implementation our EMNLP 2021 paper "Enhanced Language Representation with Label Knowledge for Span Extraction".
ItGirls/lear_ner_extraction
using lear to do ner extraction
ItGirls/mrc-for-flat-nested-ner
Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
ItGirls/nlpcda
一键中文数据增强包 ；中文EDA； NLP数据增强、NER数据增强 ：pip install nlpcda
ItGirls/PaddleNLP
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
ItGirls/PairSCL
The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE"
ItGirls/PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
ItGirls/PLMEE
ItGirls/pytorch-nlp-multitask
A simple project training 3 separate NLP tasks simultaneously using Multitask-Learning
ItGirls/rnn-classifier
Minimal RNN classifier with self-attention in Pytorch
ItGirls/SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
ItGirls/xf_event_extraction2020Top1
科大讯飞2020事件抽取挑战赛第一名解决方案&完整事件抽取系统