Topic: sequence-labeling Goto Github

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26hzhang / neural_sequence_labeling
sequence-labeling,A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.
User: 26hzhang
tensorflow python3 sequence-labeling pos-tagger chunking named-entity-recognition lstm-networks punctuation sentence-boundary-detection

ailln / nlp-roadmap
sequence-labeling,🗺️ 一个自然语言处理的学习路线图
User: ailln
nlp natural-language-processing roadmap word-embedding word-segmentation sequence-labeling

alibaba-nlp / ace
sequence-labeling,[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
Organization: alibaba-nlp
named-entity-recognition dependency-parsing sentiment-analysis neural-architecture-search automl sequence-labeling acl2021

aliosm / shakkelha
sequence-labeling,Neural Arabic text diacritization
User: aliosm
Home Page: https://shakkelha.up.railway.app
nlp diacritization arabic-language dataset comparison rnn ffnn sequence-labeling

applenob / rnn-for-joint-nlu
sequence-labeling,Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
User: applenob
tensorflow seq2seq sequence-labeling nlu slot-filling

awasthiabhijeet / pie
sequence-labeling,Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)
User: awasthiabhijeet
grammatical-error-correction sequence-transduction bert bert-model bert-models natural-language-processing sequence-editing sequence-labeling nlp post-editing

brikerman / kashgari
sequence-labeling,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.
User: brikerman
Home Page: http://kashgari.readthedocs.io/
nlp sequence-labeling text-classification bert-model ner machine-learning nlp-framework named-entity-recognition gpt-2 transfer-learning seq2seq bert text-labeling

chakki-works / seqeval
sequence-labeling,A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
Organization: chakki-works
sequence-labeling natural-language-processing deep-learning machine-learning python sequence-labeling-evaluation conlleval named-entity-recognition

cluebenchmark / cluener2020
sequence-labeling,CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
Organization: cluebenchmark
Home Page: https://arxiv.org/abs/2001.04351
ner chinese bert chinese-ner fine-grained-ner roberta named-entity-recognition sequence-labeling albert seq2seq

dsindex / ntagger
sequence-labeling,reference pytorch code for named entity tagging
User: dsindex
bert dsa densenet ner pytorch crf sequence-labeling transformers quantization pruning

flairnlp / flair
sequence-labeling,A very simple framework for state-of-the-art Natural Language Processing (NLP)
Organization: flairnlp
Home Page: https://flairnlp.github.io/flair/
pytorch nlp named-entity-recognition sequence-labeling semantic-role-labeling word-embeddings natural-language-processing machine-learning

gaoisbest / nlp-projects
sequence-labeling,word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
User: gaoisbest
word2vec sentence2vec machine-reading-comprehension dialogue-systems text-classification pretrained-language-model sequence-labeling information-retrieval information-extraction knowledge-graph

grammarly / gector
sequence-labeling,Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
Organization: grammarly
grammatical-error-correction natural-language-processing sequence-labeling transformers roberta bert xlnet nlp text-simplification

hadoopit / rnn-nlu
sequence-labeling,A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
User: hadoopit
sequence-labeling sequence-classification recurrent-neural-networks tensorflow attention slot-filling intent-detection

hanxinzi-ai / awesome-nlp-resources
sequence-labeling,a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。
User: hanxinzi-ai
text nlp natural-language-processing text-classification sentiment-analysis sequence-labeling question-answering chatbot audio-processing knowledge-graph

hellohaptik / multi-task-nlp
sequence-labeling,multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
Organization: hellohaptik
Home Page: https://multi-task-nlp.readthedocs.io/en/latest/
pytorch multitask-learning sentence-classification sequence-labeling entailment ranking intent-classification named-entity-recognition machine-comprehension context-awareness

helsinki-nlp / prosody
sequence-labeling,Helsinki Prosody Corpus and A System for Predicting Prosodic Prominence from Text
Organization: helsinki-nlp
natural-language-processing sequence-labeling prosody bert pytorch machine-learning corpus dataset speech-synthesis

heshenghuan / lstm-crf
sequence-labeling,A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.:smirk:
User: heshenghuan
lstm lstm-crf sequence-labeling bilstm-crf crf-model tensorflow rnn-crf

hironsan / anago
sequence-labeling,Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
User: hironsan
Home Page: https://anago.herokuapp.com/
natural-language-processing machine-learning deep-learning named-entity-recognition keras sequence-labeling

ink-usc / alpacatag
sequence-labeling,AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)
Organization: ink-usc
Home Page: http://inklab.usc.edu/AlpacaTag/
sequence-labeling crowdsourcing active-learning named-entity-recognition annotation-framework

jidasheng / bi-lstm-crf
sequence-labeling, A PyTorch implementation of the BI-LSTM-CRF model.
User: jidasheng
crf bilstm bilstm-crf crf-model bi-lstm-crf lstm-crf pytorch nlp ner sequence-labeling sequence-tagging word-segmentation pos-tagging

jiesutd / ncrfpp
sequence-labeling,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.
User: jiesutd
pytorch ner sequence-labeling crf lstm-crf char-rnn char-cnn named-entity-recognition part-of-speech-tagger chunking

jieyuz2 / wrench
sequence-labeling,[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
User: jieyuz2
Home Page: https://arxiv.org/abs/2109.11377
weak-supervision weakly-supervised-learning data-programming data-centric-ai benchmark-framework machine-learning dataset nlp sequence-labeling deep-learning

kermitt2 / delft
sequence-labeling,a Deep Learning Framework for Text
User: kermitt2
deep-learning nlp keras ner text-classification sequence-labeling

liu-nlper / sltk
sequence-labeling,序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。
User: liu-nlper
pytorch bilstm-crf bilstm crf sequence-labeling

liyuanlucasliu / ld-net
sequence-labeling,Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
User: liyuanlucasliu
Home Page: https://arxiv.org/abs/1804.07827
ner language-model sequence-labeling named-entity-recognition contextualized-representation model-compression pytorch

liyuanlucasliu / lightner
sequence-labeling,Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)
User: liyuanlucasliu
ner sequence-labeling neural-network inference

liyuanlucasliu / lm-lstm-crf
sequence-labeling,Empower Sequence Labeling with Task-Aware Language Model
User: liyuanlucasliu
Home Page: http://arxiv.org/abs/1709.04109
ner language-model crf sequence-labeling pytorch

luopeixiang / named_entity_recognition
sequence-labeling,中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
User: luopeixiang
named-entity-recognition nlp sequence-labeling pytorch-nlp hmm crf bi-lstm-crf ner bi-lstm pytorch-ner chinese-ner

microsoft / neuronblocks
sequence-labeling,NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Organization: microsoft
question-answering deep-learning pytorch natural-language-processing text-classification artificial-intelligence dnn qna text-matching knowledge-distillation

modelscope / adaseq
sequence-labeling,AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
Organization: modelscope
entity-typing named-entity-recognition natural-language-processing natural-language-understanding nlp pytorch sequence-labeling word-segmentation ner relation-extraction

mogeng / iohmm
sequence-labeling,Input Output Hidden Markov Model (IOHMM) in Python
User: mogeng
python hidden-markov-model graphical-models sequence-to-sequence machine-learning linear-models sequence-labeling supervised-learning semi-supervised-learning unsupervised-learning

mukhal / xlm-roberta-ner
sequence-labeling,Named Entity Recognition with Pretrained XLM-RoBERTa
User: mukhal
named-entity-recognition roberta nlp nlp-machine-learning transfer-learning sequence-labeling part-of-speech-tagging

nealcly / bilstm-lan
sequence-labeling,Hierarchically-Refined Label Attention Network for Sequence Labeling
User: nealcly
sequence-labeling part-of-speech-tagger named-entity-recognition ccg pytorch label-attention-network emnlp2019

nealcly / templatener
sequence-labeling,Source code for template-based NER
User: nealcly
few-shot-learning named-entity-recognition sequence-labeling prompt template

scofield7419 / sequence-labeling-bilstm-crf
sequence-labeling,The BiLSTM-CRF model implementation in Tensorflow, for sequence labeling tasks.
User: scofield7419
bilstm-crf tensorflow python35 sequence-labeling ner nlp

sgrvinod / a-pytorch-tutorial-to-sequence-labeling
sequence-labeling, Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
User: sgrvinod
sequence-labeling sequence-tagger nlp pytorch pytorch-tutorial co-training crf conditional-random-fields language-model entity-extraction entity-recognition pos-tagging pos-tagger

shangjingbo1226 / autoner
sequence-labeling,Learning Named Entity Tagger from Domain-Specific Dictionary
User: shangjingbo1226
Home Page: https://shangjingbo1226.github.io/AutoNER/
ner named-entity-recognition distant-supervision dictionary domain-specific data-driven sequence-labeling

soujanyaporia / aspect-extraction
sequence-labeling,Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
User: soujanyaporia
sentiment-analysis aspect-based-sentiment-analysis sequence-labeling bilstm-crf cnn-crf cnn tensorflow aspect-extraction semeval2016 semeval2014

sz128 / slot_filling_and_intent_detection_of_slu
sequence-labeling,slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
User: sz128
crf sequence-labeling encoder-decoder spoken-language bert-bilstm-crf xlnet atis-dataset snips-dataset slot-filling intent-detection

taishi-i / nagisa
sequence-labeling,A Japanese tokenizer based on recurrent neural networks
User: taishi-i
Home Page: https://huggingface.co/spaces/taishi-i/nagisa-demo
dynet word-segmentation pos-tagging japanese nlp-library sequence-labeling natural-language-processing nlp tokenizer

threelittlemonkeys / lstm-crf-pytorch
sequence-labeling,LSTM-CRF in PyTorch
User: threelittlemonkeys
lstm-crf crf sequence-labeling pytorch

xuezhemax / neuronlp2
sequence-labeling,Deep neural models for core NLP tasks (Pytorch version)
User: xuezhemax
natural-language-processing machine-learning deep-learning deep-neural-networks sequence-labeling structure-prediction syntactic-parsing core-nlp dependency-parsing pytorch

yongzhuo / macadam
sequence-labeling,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。
User: yongzhuo
Home Page: https://blog.csdn.net/rensihui
tensorflow keras bert sequence-labeling text-classification relation-extraction embedding ner python3

yongzhuo / pytorch-nlu
sequence-labeling,Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词、抽取式文本摘要等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of spee
User: yongzhuo
Home Page: https://blog.csdn.net/rensihui
python3 pytorch text-classification sequence-labeling named-entity-recognition word-segmentation pos-tagging chinese-text-segmentation chinese-text-classification transformers

yuanxiaosc / bert-for-sequence-labeling-and-text-classification
sequence-labeling,This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.
User: yuanxiaosc
Home Page: https://yuanxiaosc.github.io/2018/12/26/%E5%91%BD%E5%90%8D%E5%AE%9E%E4%BD%93%E8%AF%86%E5%88%ABCoNLL2003/
bert sequence-labeling text-classification atis-dataset snips-dataset conll-2003 template-project

zhixiuye / hscrf-pytorch
sequence-labeling,ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)
User: zhixiuye
pytorch nlp ner crf sequence-labeling

zhixiuye / ner-pytorch
sequence-labeling,LSTM+CRF NER
User: zhixiuye
nlp crf sequence-labeling

zhongkaifu / rnnsharp
sequence-labeling,RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.
User: zhongkaifu
rnn crf deep-learning machine-learning c-sharp dotnet sequence-labeling rnn-model recurrent-neural-networks nlp

zliucr / crossner
sequence-labeling,CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)
User: zliucr
named-entity-recognition ner cross-domain low-resource domain-adaptation sequence-labeling multi-domain multi-domain-adaptation corpora dataset