536 Open source projects that are alternatives of or similar to lingvo--Ner-ru

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

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

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

A Python library to conjugate verbs in French, English, Spanish, Italian, Portuguese and Romanian (more soon) using Machine Learning techniques.

Learning Named Entity Tagger from Domain-Specific Dictionary

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

PhoNLP: A BERT-based multi-task learning toolkit for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)

An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0

Named Entity Recognition based on dictionaries

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.

Python library and command-line tool for extracting compounds from scientific literature. Written in Python.

Snips Python library to extract meaning from text

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

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

👑 spaCy building blocks and visualizers for Streamlit apps

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

End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

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.

How to build and deploy an anonymization API with FastAPI

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

a sklearn wrapper for Google's BERT model

COVID-19 Named Entity Recognition for Vietnamese (NAACL 2021)

Political Discourse Analysis Using Pre-Trained Word Vectors.

An NER tool for ancient place names based on Pleiades and Spacy.

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

An elaborate and exhaustive paper list for Named Entity Recognition (NER)

A Vietnamese natural language processing toolkit (NAACL 2018)

Named Entity Recognition

基于Pytorch和torchtext的知识图谱深度学习框架。

BERT for Multitask Learning

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

PyTorch repository for text categorization and NER experiments in Turkish and English.

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

LSTM-CRF for NER with ConLL-2002 dataset

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

KU_NERDY 이동엽, 임희석 (2017 국어 정보 처리 시스템경진대회 금상) - 한글 및 한국어 정보처리 학술대회

chatbot_ner: Named Entity Recognition for chatbots.

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.

BNLP is a natural language processing toolkit for Bengali Language.

Named Entity Recognition (LSTM + CRF) - Tensorflow

An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity

ChineseNER based on BERT, with BiLSTM+CRF layer

پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده

Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)

Code and models for the paper titled "Better Feature Integration for Named Entity Recognition", NAACL 2021.

NER Task with KoBERT (with Naver NLP Challenge dataset)

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)

Ner with Bert

Named Entity Recognition for biomedical entities

Pytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

[LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweebank-NER dataset

Python library for custom entity recognition using Sklearn CRF