ItGirls's repositories
nlp_resource
个人所需整理的自然语言处理资源集合
3c-net
Weakly-supervised Action Localization
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-event-extraction
Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus
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。
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
Chinese-Punctuation-Restoration-with-Bert-CNN-RNN
A Bert-CNN-LSTM model for punctuation restoration
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。
ConSERT
Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
contriever
Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning
eeqa
Event Extraction by Answering (Almost) Natural Questions
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".
GLM
GLM (General Language Model)
GlobalPointer_torch
CMeEE 数据集医学实体抽取
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。
LEAR
The implementation our EMNLP 2021 paper "Enhanced Language Representation with Label Knowledge for Span Extraction".
lear_ner_extraction
using lear to do ner extraction
mrc-for-flat-nested-ner
Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
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.
PairSCL
The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE"
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
pytorch-nlp-multitask
A simple project training 3 separate NLP tasks simultaneously using Multitask-Learning
rnn-classifier
Minimal RNN classifier with self-attention in Pytorch
SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
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