Unofficial implementation of paper "InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER" (https://arxiv.org/pdf/2203.03903v1.pdf)

Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"

Plug in and Play Prompt Technique to Boost Model reasoning by 40%

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

农业领域知识图谱的构建，包括数据爬取(百度百科)、数据分类、利用结构化数据生成三元组、非结构化数据的分句(LTP)，分词(jieba)，命名实体识别(LTP)、基于依存句法分析(主谓关系等)的关系抽取和利用neo4j生成可视化知识图谱

A small tools for marking training set label in machine learning task.(crowdsourcing)

用于遥感图像场景分析的中文多模态大模型 | Chinese multimodal large-scale model for remote sensing image scene analysis

A pytorch implementation for "Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation", which is accepted by CVPR2021.

Code for COLING 2022 paper "FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition"

Must-read Papers on pre-trained language models.

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

基于插桩在Servlet内部对配置路径进行反向代理，实现将请求转发到其他服务器，目前支持基于Spring MVC和Spring Boot的应用。

Few-shot named entity recognition

NCBI disease corpus - related resources

Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning

The code and data for our paper (EMNLP 2023 findings) "Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition".

Relationship and Entity Extraction Evaluation Dataset

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

awesome-multimodal-named-entity-recognition

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

"Can images help recognize entities? A study of the role of images for Multimodal NER" (W-NUT at EMNLP 2021)

RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER

Code for paper "Prompt-Based Metric Learning for Few-shot NER".