Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
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Feb 24, 2021 - Python
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ner
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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
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Nov 21, 2022 - Python
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
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May 22, 2023 - Python
[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
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Feb 13, 2025 - Python
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
python nlp natural-language-processing chinese apache2 preprocessing ner time-parsing time-parse nlp-parse
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Mar 3, 2025 - Python
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
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May 7, 2022 - Python
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
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May 9, 2024 - Python
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
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Sep 3, 2024 - Python
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
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Jun 21, 2022 - Python
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
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Mar 11, 2023 - Python
Named Entity Recognition (LSTM + CRF) - Tensorflow
tensorflow crf named-entity-recognition glove ner conditional-random-fields bi-lstm state-of-art characters-embeddings
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Oct 16, 2020 - Python
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
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Jun 30, 2022 - Python
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
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Apr 25, 2019 - Python
🏡 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
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Dec 20, 2023 - Python
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.
nlp natural-language-processing annotations named-entity-recognition corpora datasets ner nlp-resources entity-extraction entity-recognition
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Nov 29, 2024 - Python
Underthesea - Vietnamese NLP Toolkit
nlp natural-language-processing vietnamese named-entity-recognition dependency-parser ner nlp-library pos-tagging dependency-parsing vietnamese-nlp sentence-segmentation vietnamese-tokenizer word-segmenter
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Oct 27, 2024 - Python
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
dataset named-entity-recognition chinese seq2seq sequence-to-sequence ner albert bert sequence-labeling chinese-ner roberta fine-grained-ner chinesener
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Nov 21, 2022 - Python
中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF
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Mar 15, 2020 - Python
Transformers 库快速入门教程
nlp qa natural-language-processing translation prompt transformers pytorch transformer classification summarization ner bert sentiment-classification
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Sep 20, 2024 - Python
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