Plum's repositories
GlobalPointer_pytorch
全局指针统一处理嵌套与非嵌套NER的Pytorch实现
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
HugNLP
HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊
LLaMA-Adapter
Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
Entity-Relation-As-Multi-Turn-QA
Code for ACL 2019 : Entity-Relation Extraction as Multi-Turn Question Answering
FastChat
An open platform for training, serving, and evaluating large languages. Release repo for Vicuna and FastChat-T5.
PL-Marker
Source code for "Packed Levitated Marker for Entity and Relation Extraction"
Huatuo-Llama-Med-Chinese
Repo for HuaTuo (华驼), Llama-7B tuned with Chinese medical knowledge. 华驼模型仓库，基于中文医学知识的LLaMA模型指令微调
DocRED
Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.
MiniGPT-4
MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models
llama
Inference code for LLaMA models
PURE
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812
two-are-better-than-one
Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2020
self-instruct
Aligning pretrained language models with instruction data generated by themselves.
composable-sft
A library for parameter-efficient and composable transfer learning for NLP with sparse fine-tunings.
litbank
Annotated dataset of 100 works of fiction to support tasks in natural language processing and the computational humanities.
KDD2022CLARE
Codes and data for KDD 2022 Research Track paper "CLARE: A Semi-supervised Community Detection Algorithm"
pytorch_neural_crf
Pytorch implementation of LSTM/BERT-CRF for named entity recognition
batterybert
BatteryBERT: A Pre-trained Language Model for Battery Database Enhancement
BiodivBERT
BERT for Biodiversity domain including 2 downstream tasks: Named Entity Recognition (NER) and Relation Extraction (RE)