Projects in Awesome Lists tagged with ner
A curated list of projects in awesome lists tagged with ner .
https://github.com/macanv/bert-bilstm-crf-ner
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert bert-bilstm-crf blstm crf named-entity-recognition ner
Last synced: 14 May 2025
https://github.com/macanv/BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert bert-bilstm-crf blstm crf named-entity-recognition ner
Last synced: 02 Apr 2025
https://github.com/cluebenchmark/cluedatasetsearch
搜索所有中文NLP数据集，附常用英文NLP数据集
chinese corpus datasets knowledge-graph machine-reading-comprehension machine-translation match ner nlp qa sentiment-analysis text-classification text-similarity text-summarization
Last synced: 14 May 2025
https://github.com/CLUEbenchmark/CLUEDatasetSearch
搜索所有中文NLP数据集，附常用英文NLP数据集
chinese corpus datasets knowledge-graph machine-reading-comprehension machine-translation match ner nlp qa sentiment-analysis text-classification text-similarity text-summarization
Last synced: 28 Mar 2025
https://github.com/snipsco/snips-nlu
Snips Python library to extract meaning from text
bot chatbot information-extraction intent-classification intent-parser machine-learning machine-learning-library ml named-entity-recognition ner nlp nlu python slot-filling snips text-classification
Last synced: 14 May 2025
https://github.com/zjunlp/deepke
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
attribute-extraction chinese deep-learning deepke document-level few-shot information-extraction instructie kg knowledge-graph knowprompt lightner low-resource multi-modal named-entity-recognition ner nlp prompt pytorch relation-extraction
Last synced: 12 May 2025
https://github.com/dongrixinyu/JioNLP
中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com
apache2 chinese natural-language-processing ner nlp nlp-parse preprocessing python time-parse time-parsing
Last synced: 18 Mar 2025
https://github.com/zjunlp/DeepKE
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
attribute-extraction chinese deep-learning deepke document-level few-shot information-extraction instructie kg knowledge-graph knowprompt lightner low-resource multi-modal named-entity-recognition ner nlp prompt pytorch relation-extraction
Last synced: 18 Mar 2025
https://github.com/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
chinese-word-segmentation cws ner nlp pos
Last synced: 14 May 2025
https://github.com/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
chinese-word-segmentation cws ner nlp pos
Last synced: 09 Apr 2025
https://github.com/dbiir/uer-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta
Last synced: 14 May 2025
https://github.com/dbiir/UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta
Last synced: 02 Apr 2025
https://github.com/guillaume-be/rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation
Last synced: 14 May 2025
https://github.com/km1994/nlp-interview-notes
该仓库主要记录 NLP 算法工程师相关的面试题
bert deel-learning ner nlp transformer
Last synced: 25 Jan 2026
https://github.com/km1994/NLP-Interview-Notes
该仓库主要记录 NLP 算法工程师相关的面试题
bert deel-learning ner nlp transformer
Last synced: 09 Apr 2025
https://github.com/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.
bert bert-model gpt-2 machine-learning named-entity-recognition ner nlp nlp-framework seq2seq sequence-labeling text-classification text-labeling transfer-learning
Last synced: 09 Apr 2025
https://github.com/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.
bert bert-model gpt-2 machine-learning named-entity-recognition ner nlp nlp-framework seq2seq sequence-labeling text-classification text-labeling transfer-learning
Last synced: 27 Mar 2025
https://github.com/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）
bi-lstm bi-lstm-crf chinese-ner crf hmm named-entity-recognition ner nlp pytorch-ner pytorch-nlp sequence-labeling
Last synced: 19 Oct 2025
https://github.com/lonepatient/bert-ner-pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span
Last synced: 15 May 2025
https://github.com/lonePatient/BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span
Last synced: 09 May 2025
https://github.com/guillaumegenthial/sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
bi-lstm characters-embeddings conditional-random-fields crf glove named-entity-recognition ner state-of-art tensorflow
Last synced: 15 May 2025
https://github.com/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.
artificial-intelligence char-cnn char-rnn chunking cnn crf lstm lstm-crf named-entity-recognition natural-language-processing nbest ner neural-networks part-of-speech-tagger pytorch sequence-labeling
Last synced: 15 May 2025
https://github.com/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.
artificial-intelligence char-cnn char-rnn chunking cnn crf lstm lstm-crf named-entity-recognition natural-language-processing nbest ner neural-networks part-of-speech-tagger pytorch sequence-labeling
Last synced: 09 Apr 2025
https://github.com/jiesutd/latticelstm
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
chinese-ner lattice-lstm lattice-lstm-crf lstm-crf ner
Last synced: 16 May 2025
https://github.com/jiesutd/LatticeLSTM
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
chinese-ner lattice-lstm lattice-lstm-crf lstm-crf ner
Last synced: 09 Apr 2025
https://github.com/deepset-ai/farm
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch
Last synced: 11 Apr 2025
https://github.com/deepset-ai/FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch
Last synced: 03 Apr 2025
https://github.com/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
date datetime datetime-normalization-and-resolution entity-extraction hacktoberfest ner nlp number-expression numbers numex parser parser-library time time-expression time-expression-recognition timex
Last synced: 14 May 2025
https://github.com/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。
bert deep-learning ernie event-driven kbqa knowledge-graph machine-learning ner nlp transformers
Last synced: 27 Mar 2025
https://github.com/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
date datetime datetime-normalization-and-resolution entity-extraction hacktoberfest ner nlp number-expression numbers numex parser parser-library time time-expression time-expression-recognition timex
Last synced: 18 Apr 2025
https://github.com/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。
bert deep-learning ernie event-driven kbqa knowledge-graph machine-learning ner nlp transformers
Last synced: 27 Jan 2026
https://github.com/juand-r/entity-recognition-datasets
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.
annotations corpora datasets entity-extraction entity-recognition named-entity-recognition natural-language-processing ner nlp nlp-resources
Last synced: 14 May 2025
https://github.com/undertheseanlp/underthesea
Underthesea - Vietnamese NLP Toolkit
dependency-parser dependency-parsing named-entity-recognition natural-language-processing ner nlp nlp-library pos-tagging sentence-segmentation vietnamese vietnamese-nlp vietnamese-tokenizer word-segmenter
Last synced: 02 Feb 2026
https://github.com/cluebenchmark/cluener2020
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
albert bert chinese chinese-ner chinesener dataset fine-grained-ner named-entity-recognition ner roberta seq2seq sequence-labeling sequence-to-sequence
Last synced: 08 Apr 2025
https://github.com/seanlee97/xmnlp
xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能
lexical-analysis ner nlp pinyin postagging radical segmentation sentence-embeddings sentence-similarity sentiment-analysis spell-checker
Last synced: 15 May 2025
https://github.com/charlesXu86/Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
attention-mechanism chatbot-cn deep-learning dialogue-systems django-restful intent-detection ir knowledge-graph ner nlg nlu oriented-dialogs recommendation reinforcement-learning sentiment-analysis slot-filling tenserflow-serving tensorflow text-classification text-correct
Last synced: 09 Apr 2025
https://github.com/SeanLee97/xmnlp
xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能
lexical-analysis ner nlp pinyin postagging radical segmentation sentence-embeddings sentence-similarity sentiment-analysis spell-checker
Last synced: 27 Mar 2025
https://github.com/winkjs/wink-nlp
Developer friendly Natural Language Processing ✨
bm25 chatbot custom-entity-detection hacktoberfest named-entity-extraction natural-language-processing negation-handling ner nlp pattern-matching pos-tagging sbd sentence-boundary-detection sentiment-analysis tokenize vectorizer visualization wink wink-nlp word-vectors
Last synced: 13 May 2025
https://github.com/kyzhouhzau/bert-ner
Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
bert conll-2003 google-bert ner tensorflow
Last synced: 16 May 2025
https://github.com/kyzhouhzau/BERT-NER
Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
bert conll-2003 google-bert ner tensorflow
Last synced: 02 Apr 2025
https://github.com/natasha/natasha
Solves basic Russian NLP tasks, API for lower level Natasha projects
embeddings morphology ner nlp python russian sentence-segmentation syntax tokenizer visualization
Last synced: 13 May 2025
https://github.com/tencent/tencentpretrain
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta
Last synced: 16 May 2025
https://github.com/jiesutd/yedda
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
analysis annotation-tool annotations chunk entity event human-annotation manual named-entity-recognition ner python recommender-system sutdannotator tkinter
Last synced: 16 May 2025
https://github.com/jiesutd/YEDDA
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
analysis annotation-tool annotations chunk entity event human-annotation manual named-entity-recognition ner python recommender-system sutdannotator tkinter
Last synced: 12 May 2025
https://github.com/ProHiryu/bert-chinese-ner
使用预训练语言模型BERT做中文NER
bert chinese fine-tune ner tensorflow
Last synced: 02 Apr 2025
https://github.com/guillaumegenthial/tf_ner
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
bi-lstm-crf character-embeddings conll-2003 exponential-moving-average glove lstm-crf named-entity-recognition ner state-of-the-art tensorflow tf-data tf-estimator
Last synced: 13 Apr 2025
https://github.com/liyuanlucasliu/lm-lstm-crf
Empower Sequence Labeling with Task-Aware Language Model
crf language-model ner pytorch sequence-labeling
Last synced: 12 Apr 2025
https://github.com/explosion/spacy-streamlit
👑 spaCy building blocks and visualizers for Streamlit apps
dependency-parsing machine-learning named-entity-recognition natural-language-processing ner nlp part-of-speech-tagging spacy streamlit text-classification tokenization visualizer visualizers word-vectors
Last synced: 19 Oct 2025
https://github.com/cocacola-lab/chatie
The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)
ai chatgpt chatgpt-app event-extraciton event-extraction eventexecutor information-extraction knowledge-graph llm ner nlp openai relation-extraction tool zero-shot
Last synced: 21 Apr 2025
https://github.com/fastnlp/fastHan
fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。
bert cws fastnlp joint-model ner parser pos python pytorch
Last synced: 18 Mar 2025
https://github.com/fastnlp/fasthan
fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。
bert cws fastnlp joint-model ner parser pos python pytorch
Last synced: 16 May 2025
https://github.com/scofield7419/sequence-labeling-bilstm-crf
The BiLSTM-CRF model implementation in Tensorflow, for sequence labeling tasks.
bilstm-crf ner nlp python35 sequence-labeling tensorflow
Last synced: 13 Apr 2025
https://github.com/yongzhuo/macropodus
自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)
albert calulator crf cws keyword macropodus ner newword nlp segnment similarity text-summarization
Last synced: 10 Jun 2025
https://github.com/VinAIResearch/PhoBERT
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
bert bert-embeddings deep-learning fairseq language-models named-entity-recognition natural-language-inference ner nli part-of-speech-tagging phobert pos-tagging python3 rdrsegmenter roberta transformers transformers-library vietnamese vietnamese-nlp vncorenlp
Last synced: 03 Apr 2025
https://github.com/tecoholic/ner-annotator
Named Entity Recognition (NER) Annotation tool for SpaCy. Generates Traning Data as a JSON which can be readily used.
Last synced: 15 May 2025
https://github.com/VinAIResearch/BERTweet
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
bert bertweet bertweet-covid19 covid covid-19 covid19 english english-tweets fairseq irony-detection language-model named-entity-recognition ner part-of-speech-tagging python3 roberta sentiment-analysis text-classification transformers
Last synced: 03 Apr 2025
https://github.com/vncorenlp/VnCoreNLP
A Vietnamese natural language processing toolkit (NAACL 2018)
dependency-parsing java named-entity-recognition natural-language-processing ner nlp parsing pos-tagger pos-tagging python3 rdrsegmenter sentence-segmentation vietnamese vietnamese-nlp vietnamese-tokenizer vncorenlp vnmarmot word-segmentation word-segmenter
Last synced: 14 Mar 2025
https://github.com/taishan1994/pytorch_bert_bilstm_crf_ner
基于pytorch的bert_bilstm_crf中文命名实体识别
bert crf named-entity-recognition ner pytorch
Last synced: 05 Apr 2025
https://github.com/jayyip/m3tl
BERT for Multitask Learning
bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation
Last synced: 10 Apr 2026
https://github.com/JayYip/m3tl
BERT for Multitask Learning
bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation
Last synced: 02 Apr 2025
https://github.com/monarch-initiative/ontogpt
LLM-based ontological extraction tools, including SPIRES
ai chat-gpt data-modeling gpt-3 information-extraction language-models large-language-models linkml llm monarchinitiative named-entity-recognition ner nlp oaklib obofoundry relation-extraction
Last synced: 08 Apr 2025
https://github.com/ljynlp/W2NER
Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification
Last synced: 09 Apr 2025
https://github.com/malaysia-ai/malaya
Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/
bahasa-malaysia emotion-analysis entity-framework language-detection malay malay-nlp natural-language-processing ner normalizer pos-tagging sentiment-analysis subjectivity-analysis tensorflow
Last synced: 17 Jan 2026
https://github.com/shangjingbo1226/autoner
Learning Named Entity Tagger from Domain-Specific Dictionary
data-driven dictionary distant-supervision domain-specific named-entity-recognition ner sequence-labeling
Last synced: 27 Jan 2026
https://github.com/CogComp/cogcomp-nlp
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.
big-data cogcomp data-mining dependency-parsing lemmatization lemmatizer named-entity-recognition natural-language-processing natural-language-understanding ner nlp parts-of-speech-tagging pos pos-tagging relation-extraction similarity tokenizer transliteration
Last synced: 27 Mar 2025
https://github.com/CLUEbenchmark/KgCLUE
KgCLUE: 大规模中文开源知识图谱问答
kbqa knowledge-graph ner qa similarity-search
Last synced: 09 May 2025
https://github.com/cluebenchmark/kgclue
KgCLUE: 大规模中文开源知识图谱问答
kbqa knowledge-graph ner qa similarity-search
Last synced: 12 Sep 2025
https://github.com/lemonhu/ner-bert-pytorch
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
chinese-ner entity-extraction google-bert information-extraction msra named-entity-recognition ner pytorch transformer
Last synced: 24 Oct 2025
https://github.com/lemonhu/NER-BERT-pytorch
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
chinese-ner entity-extraction google-bert information-extraction msra named-entity-recognition ner pytorch transformer
Last synced: 02 Apr 2025
https://github.com/modelscope/adaseq
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
bert chinese-nlp crf entity-typing information-extraction multi-modal-ner named-entity-recognition natural-language-processing natural-language-understanding ner nlp pytorch relation-extraction sequence-labeling token-classification word-segmentation
Last synced: 16 May 2025
https://github.com/modelscope/AdaSeq
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
bert chinese-nlp crf entity-typing information-extraction multi-modal-ner named-entity-recognition natural-language-processing natural-language-understanding ner nlp pytorch relation-extraction sequence-labeling token-classification word-segmentation
Last synced: 18 Mar 2025
https://github.com/tomaarsen/spanmarkerner
SpanMarker for Named Entity Recognition
huggingface ner nlp spacy spacy-extension transformers
Last synced: 14 May 2025
https://github.com/da-southampton/ner
命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新
crf hmm lstm-crf named-entity-recognition ner
Last synced: 14 Jun 2025
https://github.com/qiufengyuyi/sequence_tagging
using bilstm-crf,bert and other methods to do sequence tagging task
Last synced: 09 May 2025
https://github.com/ai-forever/ner-bert
BERT-NER (nert-bert) with google bert https://github.com/google-research.
atis attention bert bert-model bilstm-crf classification conll-2003 elmo factrueval joint-models ner ner-task nlp nmt python python3 pytorch pytorch-model transfer-learning
Last synced: 06 Apr 2025
https://github.com/pfliu-nlp/Named-Entity-Recognition-NER-Papers
An elaborate and exhaustive paper list for Named Entity Recognition (NER)
named-entity-recognition ner ner-datasets paper-list
Last synced: 22 Apr 2025
https://github.com/pfliu-nlp/named-entity-recognition-ner-papers
An elaborate and exhaustive paper list for Named Entity Recognition (NER)
named-entity-recognition ner ner-datasets paper-list
Last synced: 10 Feb 2026
https://github.com/gaohongkui/GlobalPointer_pytorch
全局指针统一处理嵌套与非嵌套NER的Pytorch实现
Last synced: 09 May 2025
https://github.com/gaohongkui/globalpointer_pytorch
全局指针统一处理嵌套与非嵌套NER的Pytorch实现
Last synced: 06 Apr 2025
https://github.com/kermitt2/delft
a Deep Learning Framework for Text https://delft.readthedocs.io/
deep-learning keras ner nlp sequence-labeling text-classification
Last synced: 08 Apr 2025
https://github.com/ibm/zshot
Zero and Few shot named entity & relationships recognition
ai deep-learning few-shot few-shot-learning machine-learning named-entity-recognition natural-language-processing natural-language-understanding ned ner nlp nlp-library pytorch relation-extraction relationship-extraction spacy transformer zero-shot zero-shot-learning
Last synced: 15 May 2025
https://github.com/juntaoy/biaffine-ner
Named Entity Recognition as Dependency Parsing
Last synced: 02 Jan 2026
https://github.com/yongzhuo/macadam
Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。
bert embedding keras ner python3 relation-extraction sequence-labeling tensorflow text-classification
Last synced: 05 Apr 2025
https://github.com/microsoft/genalog
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
data-generation data-science machine-learning ner ocr-recognition python synthetic-data synthetic-data-generation synthetic-images text-alignment
Last synced: 04 Apr 2025
https://github.com/dsxiangli/chinesener
中文NER的那些事儿
adversarial-transfer-learning bert bert-bilstm-crf bert-fine-tuning bilstm-crf chinese-ner chinesener crf data-augmentation mrc msr msra multitask-learning muti-task ner people-daily tensorflow tensorflow-serving tensorflow-serving-grpc tf-serving
Last synced: 06 Apr 2025
https://github.com/pen-ho/medical_knowledge_graph_app-master
医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。
django-application echarts entity-linking kbqa kgqa knowledge-graph mention-detection neo4j ner nlp pytorch-transformers relation-detection relation-extraction
Last synced: 12 Oct 2025
https://github.com/charles9n/bert-sklearn
a sklearn wrapper for Google's BERT model
bert conll-2003 language-model named-entity-recognition natural-language-processing ner nlp pytorch scikit-learn transfer-learning
Last synced: 05 Apr 2025
https://github.com/sagorbrur/bnlp
BNLP is a natural language processing toolkit for Bengali Language.
bangla bangla-nlp bangla-pos-tagging bangla-word2vec bengal-pos-tagging bengali bengali-fasttext bengali-language bengali-ner bengali-nlp bengali-nlp-library bengali-tokenization bengali-word-embedding bengali-word2vec bn-glove named-entity-recognition ner nlp nltk-tokenizer
Last synced: 09 Oct 2025
https://github.com/kyubyong/bert_ner
Ner with Bert
bert bert-model named-entity-recognition ner
Last synced: 19 Jul 2025
https://github.com/Kyubyong/bert_ner
Ner with Bert
bert bert-model named-entity-recognition ner
Last synced: 02 Apr 2025
https://github.com/microsoft/vert-papers
This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).
bertel can-ner cross-lingual-ner entity-disambiguation entity-extraction entity-linking entity-resolution grn language-understanding linkingpark ml named-entity-recognition ner nlp nlp-resources unitrans xl-ner
Last synced: 05 Apr 2025
https://github.com/DataTurks/DataTurks
ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.
annotation-tool document-annotate document-classification image-captioning image-classification image-processing image-segmentation java ner
Last synced: 23 Aug 2025
https://github.com/jidasheng/bi-lstm-crf
A PyTorch implementation of the BI-LSTM-CRF model.
bi-lstm-crf bilstm bilstm-crf crf crf-model lstm-crf ner nlp pos-tagging pytorch sequence-labeling sequence-tagging word-segmentation
Last synced: 08 Apr 2026
https://github.com/dataqa/nlp-labelling
Labelling platform for text using weak supervision.
annotation-tool data-labeling data-science learning-with-limited-labeled-data learning-with-noisy-labels natural-language-processing ner nlp nlp-machine-learning pseudo-labeling search-engine text-annotation-tool text-classification text-mining weak-supervision
Last synced: 18 Feb 2026
