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macanv /BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

crf named-entity-recognition ner bert blstm bert-bilstm-crf

UpdatedFeb 24, 2021
Python

CLUEbenchmark /CLUEDatasetSearch

搜索所有中文NLP数据集，附常用英文NLP数据集

nlp qa sentiment-analysis text-classification match machine-translation text-similarity corpus knowledge-graph chinese text-summarization datasets ner machine-reading-comprehension

UpdatedNov 21, 2022
Python

wainshine /Chinese-Names-Corpus

中文人名语料库。人名生成器。中文姓名,姓氏,名字,称呼,日本人名,翻译人名,英文人名。可用于中文分词、人名实体识别。

corpus names dataset dict ner

UpdatedMar 27, 2024

snipsco /snips-nlu

Snips Python library to extract meaning from text

python nlp bot machine-learning text-classification chatbot nlu ml information-extraction named-entity-recognition machine-learning-library ner snips slot-filling intent-classification intent-parser

UpdatedMay 22, 2023
Python

zjunlp /DeepKE

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

nlp deep-learning prompt pytorch information-extraction knowledge-graph named-entity-recognition chinese ner multi-modal kg relation-extraction lightner few-shot low-resource document-level attribute-extraction knowprompt deepke instructie

UpdatedMar 10, 2025
Python

dongrixinyu /JioNLP

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Packagewww.jionlp.com

python nlp natural-language-processing chinese apache2 preprocessing ner time-parsing time-parse nlp-parse

UpdatedMar 3, 2025
Python

ownthink /Jiagu

Jiagu深度学习自然语言处理工具知识图谱关系抽取中文分词词性标注命名实体识别情感分析新词发现关键词文本摘要文本聚类

nlp pos ner cws chinese-word-segmentation

UpdatedMay 7, 2022
Python

dbiir /UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

natural-language-processing model-zoo pytorch classification bart chinese gpt pegasus ner clue albert bert fine-tuning roberta elmo pre-training gpt-2 t5 unilm xlm-roberta

UpdatedMay 9, 2024
Python

guillaume-be /rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

nlp rust machine-learning translation deep-learning sentiment-analysis transformer rust-lang question-answering bart gpt ner bert language-generation electra roberta gpt-2

UpdatedMar 6, 2025
Rust

km1994 /NLP-Interview-Notes

该仓库主要记录 NLP 算法工程师相关的面试题

nlp transformer ner bert deel-learning

UpdatedOct 10, 2023

BrikerMan /Kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

nlp machine-learning text-classification named-entity-recognition seq2seq transfer-learning ner bert sequence-labeling nlp-framework bert-model text-labeling gpt-2

UpdatedSep 3, 2024
Python

luopeixiang /named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

nlp hmm crf named-entity-recognition ner sequence-labeling bi-lstm bi-lstm-crf pytorch-nlp chinese-ner pytorch-ner

UpdatedJun 21, 2022
Python

lonePatient /BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

nlp crf pytorch chinese span ner albert bert softmax focal-loss adversarial-training labelsmoothing

UpdatedMar 11, 2023
Python

guillaumegenthial /sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

tensorflow crf named-entity-recognition glove ner conditional-random-fields bi-lstm state-of-art characters-embeddings

UpdatedOct 16, 2020
Python

jiesutd /NCRFpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

natural-language-processing crf cnn pytorch artificial-intelligence lstm named-entity-recognition neural-networks chunking ner char-rnn part-of-speech-tagger sequence-labeling nbest lstm-crf char-cnn

UpdatedJun 30, 2022
Python

jiesutd /LatticeLSTM

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

ner lstm-crf chinese-ner lattice-lstm lattice-lstm-crf

UpdatedApr 25, 2019
Python

FARM

deepset-ai /FARM

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

nlp deep-learning pytorch question-answering transfer-learning pretrained-models language-models ner nlp-library bert nlp-framework roberta xlnet-pytorch germanbert

UpdatedDec 20, 2023
Python

shaoxiongji /knowledge-graphs

A collection of research on knowledge graphs

natural-language-processing information-retrieval paper survey knowledge-graph question-answering representation-learning cross-modal knowledge-graph-completion ner dialogue-systems reasoning relation-extraction commonsense temporal-knowledge-graph recommendation-systems meta-relational-learning

UpdatedOct 7, 2022
JavaScript

microsoft /Recognizers-Text

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at:https://www.nuget.org/profiles/Recognizers.Text,https://www.npmjs.com/~recognizers.text

nlp parser time datetime date parser-library numbers ner hacktoberfest timex entity-extraction time-expression-recognition numex number-expression time-expression datetime-normalization-and-resolution

UpdatedFeb 19, 2025
C#

NLP-Knowledge-Graph

lihanghang /NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

nlp machine-learning deep-learning transformers knowledge-graph event-driven ner bert kbqa ernie

UpdatedFeb 8, 2025

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