Projects in Awesome Lists tagged with named-entity-recognition

https://github.com/hankcs/hanlp

中文分词词性标注命名实体识别依存句法分析成分句法分析语义依存分析语义角色标注指代消解风格转换语义相似度新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理

dependency-parser hanlp named-entity-recognition natural-language-processing nlp pos-tagging semantic-parsing text-classification

Last synced: 12 May 2025

https://github.com/hankcs/HanLP

中文分词词性标注命名实体识别依存句法分析成分句法分析语义依存分析语义角色标注指代消解风格转换语义相似度新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理

dependency-parser hanlp named-entity-recognition natural-language-processing nlp pos-tagging semantic-parsing text-classification

Last synced: 18 Mar 2025

https://github.com/explosion/spacy

💫 Industrial-strength Natural Language Processing (NLP) in Python

ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization

Last synced: 11 Nov 2025

https://github.com/explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization

Last synced: 15 Mar 2025

https://github.com/sebastianruder/nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

dialogue machine-learning machine-translation named-entity-recognition natural-language-processing nlp-tasks

Last synced: 11 May 2025

https://github.com/sebastianruder/NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

dialogue machine-learning machine-translation named-entity-recognition natural-language-processing nlp-tasks

Last synced: 20 Mar 2025

https://github.com/flairnlp/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings

Last synced: 17 Nov 2025

https://github.com/zalandoresearch/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings

Last synced: 06 Apr 2025

https://github.com/flairNLP/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings

Last synced: 14 Mar 2025

https://github.com/spencermountain/compromise

modest natural-language processing

named-entity-recognition nlp part-of-speech

Last synced: 12 Dec 2025

https://github.com/stanfordnlp/corenlp

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

named-entity-recognition natural-language-processing nlp nlp-parsing stanford-nlp

Last synced: 13 May 2025

https://stanfordnlp.github.io/CoreNLP/

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

named-entity-recognition natural-language-processing nlp nlp-parsing stanford-nlp

Last synced: 23 Apr 2025

https://github.com/stanfordnlp/CoreNLP

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

named-entity-recognition natural-language-processing nlp nlp-parsing stanford-nlp

Last synced: 18 Mar 2025

https://github.com/stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

artificial-intelligence corenlp deep-learning machine-learning named-entity-recognition natural-language-processing nlp python pytorch universal-dependencies

Last synced: 13 May 2025

https://github.com/deepmipt/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

ai artificial-intelligence bot chatbot chitchat deep-learning deep-neural-networks dialogue-agents dialogue-manager dialogue-systems entity-extraction intent-classification intent-detection machine-learning named-entity-recognition nlp nlp-machine-learning question-answering slot-filling tensorflow

Last synced: 17 Aug 2025

https://github.com/deeppavlov/deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

ai artificial-intelligence bot chatbot chitchat deep-learning deep-neural-networks dialogue-agents dialogue-manager dialogue-systems entity-extraction intent-classification intent-detection machine-learning named-entity-recognition nlp nlp-machine-learning question-answering slot-filling tensorflow

Last synced: 13 May 2025

https://github.com/deeppavlov/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

ai artificial-intelligence bot chatbot chitchat deep-learning deep-neural-networks dialogue-agents dialogue-manager dialogue-systems entity-extraction intent-classification intent-detection machine-learning named-entity-recognition nlp nlp-machine-learning question-answering slot-filling tensorflow

Last synced: 14 Mar 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: 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/microsoft/presidio

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

anonymization data-anonymization data-masking data-obfuscation data-privacy data-redaction de-identification guardrails image-redactor named-entity-recognition nlp personally-identifiable-information phi pii pii-detection privacy python sensitive-data spacy transformers

Last synced: 13 May 2025

https://github.com/ThilinaRajapakse/simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

conversational-ai information-retrival named-entity-recognition question-answering text-classification transformers

Last synced: 07 Apr 2025

https://github.com/qq547276542/agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

knowledge-graph named-entity-recognition question-answering relation-extraction

Last synced: 13 May 2025

https://github.com/qq547276542/Agriculture_KnowledgeGraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

knowledge-graph named-entity-recognition question-answering relation-extraction

Last synced: 28 Mar 2025

https://github.com/johnsnowlabs/spark-nlp

State of the Art Natural Language Processing

bert entity-extraction language-detection lemmatizer llamacpp llm machine-translation named-entity-recognition natural-language-processing nlp onnx part-of-speech-tagger pyspark question-answering sentiment-analysis spark spell-checker tensorflow text-classification transformers

Last synced: 13 May 2025

https://github.com/JohnSnowLabs/spark-nlp

State of the Art Natural Language Processing

bert entity-extraction language-detection lemmatizer llamacpp llm machine-translation named-entity-recognition natural-language-processing nlp onnx part-of-speech-tagger pyspark question-answering sentiment-analysis spark spell-checker tensorflow text-classification transformers

Last synced: 07 Apr 2025

https://github.com/baidu/lac

百度NLP：分词，词性标注，命名实体识别，词重要性

chinese-nlp chinese-word-segmentation java lexical-analysis named-entity-recognition part-of-speech-tagger python word-segmentation

Last synced: 14 May 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/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/hankcs/pyhanlp

中文分词

chinese-word-segmentation dependency-parser hanlp named-entity-recognition natural-language-processing part-of-speech-tagger

Last synced: 12 May 2025

https://github.com/blmoistawinde/harvesttext

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

dependency-parser gitee harvesttext keyword-extraction named-entity-recognition new-word-discovery nlp pyhanlp sentiment-analysis text-cleaning text-segmentation text-summarization unsupervised

Last synced: 14 May 2025

https://github.com/blmoistawinde/HarvestText

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

dependency-parser gitee harvesttext keyword-extraction named-entity-recognition new-word-discovery nlp pyhanlp sentiment-analysis text-cleaning text-segmentation text-summarization unsupervised

Last synced: 18 Mar 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/explosion/spacy-course

👩‍🏫 Advanced NLP with spaCy: A free online course

binder course dependency-parsing gatsby gatsbyjs jupyter machine-learning named-entity-recognition natural-language-processing nlp online-course part-of-speech-tagging spacy word-vectors

Last synced: 15 May 2025

https://github.com/determined22/zh-ner-tf

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

bilstm-crf-model named-entity-recognition tensorflow

Last synced: 24 Oct 2025

https://github.com/Determined22/zh-NER-TF

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

bilstm-crf-model named-entity-recognition tensorflow

Last synced: 28 Mar 2025

https://github.com/crownpku/information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

chinese-nlp information-extraction named-entity-recognition nlp relation-extraction

Last synced: 15 May 2025

https://github.com/namisan/mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

bert deep-learning machine-reading-comprehension microsoft multi-task-learning named-entity-recognition natural-language-understanding nlp pytorch ranking

Last synced: 14 Apr 2025

https://github.com/crownpku/Information-Extraction-Chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

chinese-nlp information-extraction named-entity-recognition nlp relation-extraction

Last synced: 19 Jul 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/universaldatatool/universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

annotate-images annotation-tool classification computer-vision csv dataset deep-learning desktop entity-recognition hacktoberfest image-annotation image-labeling-tool image-segmentation labeling labeling-tool machine-learning named-entity-recognition semantic-segmentation text-annotation text-labeling

Last synced: 15 May 2025

https://github.com/urchade/gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

information-extraction large-language-models named-entity-recognition natural-language-processing prompt-tuning

Last synced: 12 May 2025

https://github.com/UniversalDataTool/universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

annotate-images annotation-tool classification computer-vision csv dataset deep-learning desktop entity-recognition hacktoberfest image-annotation image-labeling-tool image-segmentation labeling labeling-tool machine-learning named-entity-recognition semantic-segmentation text-annotation text-labeling

Last synced: 14 Mar 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: 09 Apr 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/franck-dernoncourt/neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

deep-learning machine-learning named-entity-recognition neural-networks nlp tensorflow

Last synced: 15 May 2025

https://github.com/Franck-Dernoncourt/NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

deep-learning machine-learning named-entity-recognition neural-networks nlp tensorflow

Last synced: 12 Apr 2025

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: 13 May 2025

https://github.com/hironsan/anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

deep-learning keras machine-learning named-entity-recognition natural-language-processing sequence-labeling

Last synced: 15 May 2025

https://github.com/Hironsan/anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

deep-learning keras machine-learning named-entity-recognition natural-language-processing sequence-labeling

Last synced: 12 Apr 2025

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/myhhub/knowledgegraph

knowledge graph知识图谱,从零开始构建知识图谱

knowledge-graph knowledge-management named-entity-recognition question-answering relation-extraction

Last synced: 24 Jun 2025

https://github.com/urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

information-extraction large-language-models named-entity-recognition natural-language-processing prompt-tuning

Last synced: 21 Feb 2025

https://github.com/tongjilibo/bert4torch

An elegent pytorch implement of transformers

belle bert bert4keras bert4torch chatglm large-language-models llama llm named-entity-recognition nlp pytorch relation-extraction seq2seq text-classification transformers

Last synced: 14 May 2025

https://github.com/Tongjilibo/bert4torch

An elegent pytorch implement of transformers

belle bert bert4keras bert4torch chatglm large-language-models llama llm named-entity-recognition nlp pytorch relation-extraction seq2seq text-classification transformers

Last synced: 09 Apr 2025

https://github.com/explosion/spacy-llm

🦙 Integrating LLMs into structured NLP pipelines

anthropic claude cohere dolly falcon gpt-3 gpt-4 large-language-models llama llm machine-learning named-entity-recognition natural-language-processing nlp openai prompt-engineering spacy text-classification

Last synced: 13 May 2025

https://github.com/kamalkraj/bert-ner

Pytorch-Named-Entity-Recognition-with-BERT

bert bert-ner conll-2003 cpp11 curl inference named-entity-recognition postman pretrained-models pytorch

Last synced: 16 May 2025

https://github.com/kamalkraj/BERT-NER

Pytorch-Named-Entity-Recognition-with-BERT

bert bert-ner conll-2003 cpp11 curl inference named-entity-recognition postman pretrained-models pytorch

Last synced: 07 May 2025

https://github.com/chakki-works/seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

conlleval deep-learning machine-learning named-entity-recognition natural-language-processing python sequence-labeling sequence-labeling-evaluation

Last synced: 14 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/opensemanticsearch/open-semantic-search

Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)

annotation faceted-search fulltext-search investigative-journalism journalism named-entity-recognition ocr ontologies osint python research-tool search search-engine search-interface semantic skos text-analysis text-mining thesaurus ui

Last synced: 16 May 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/johnsnowlabs/nlu

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

bert-embedding dependency-parsing entity-resolution language-detection lemmatizer named-entity-recognition natural-language-understanding nlu pandas sentence-embeddings sentiment-analysis sentiment-classifier seq2seq spell-checker streamlit t5 text-classification text-summarization text-translation transformers

Last synced: 14 May 2025

https://github.com/philipperemy/name-dataset

The Python library for names.

dataset name named-entity-recognition python

Last synced: 14 May 2025

https://github.com/JohnSnowLabs/nlu

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

bert-embedding dependency-parsing entity-resolution language-detection lemmatizer named-entity-recognition natural-language-understanding nlu pandas sentence-embeddings sentiment-analysis sentiment-classifier seq2seq spell-checker streamlit t5 text-classification text-summarization text-translation transformers

Last synced: 14 Jul 2025

https://github.com/rodrigopivi/Chatito

🎯🗯 Dataset generation for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

chatbot chatbots chatito dataset dataset-generation named-entity-recognition nlg nlp nlu text-classification

Last synced: 28 Mar 2025

https://github.com/rodrigopivi/chatito

🎯🗯 Dataset generation for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

chatbot chatbots chatito dataset dataset-generation named-entity-recognition nlg nlp nlu text-classification

Last synced: 07 Apr 2025

https://github.com/abhimishra91/transformers-tutorials

Github repo with tutorials to fine tune transformers for diff NLP tasks

bert classification deep-learning distilbert named-entity-recognition natural-language-processing nlp pytorch pytorch-tutorial t5 transformers wandb

Last synced: 16 May 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/ckiplab/ckip-transformers

CKIP Transformers

ckip language-model named-entity-recognition part-of-speech-tagging transformers word-segmentation

Last synced: 08 Apr 2025

https://github.com/lavis-nlp/spert

PyTorch code for SpERT: Span-based Entity and Relation Transformer

joint-learning named-entity-recognition relation-extraction

Last synced: 09 Apr 2025

https://github.com/The-FinAI/PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 12 Mar 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/ICIJ/datashare

A self-hosted search engine for documents.

datashare docker elasticsearch extract investigative-journalism named-entity-recognition text-extraction web-gui

Last synced: 15 Apr 2025

https://github.com/ankane/informers

Fast transformer inference for Ruby

named-entity-recognition question-answering sentiment-analysis

Last synced: 17 Nov 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: 13 Dec 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: 02 Apr 2025

https://github.com/icij/datashare

A self-hosted search engine for documents.

datashare docker elasticsearch extract investigative-journalism named-entity-recognition text-extraction web-gui

Last synced: 19 Nov 2025

https://github.com/ukairia777/tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

bert bert-ner dpo huggingface keras-tutorial llama llm lora named-entity-recognition natural-language-processing nlp nlp-tutorial question-answering sft tensorflow trainer transformers

Last synced: 21 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

named-entity-recognition ner

Last synced: 09 Apr 2025

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: 22 Feb 2025

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/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/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/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/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/the-finai/pixiu

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification