Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Spark Nlp	3,578	30	3 months ago	134	December 08, 2023	43	apache-2.0	Scala
State of the Art Natural Language Processing
Phobert	593		5 months ago			1	mit
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
Bertweet	542		5 months ago				mit	Python
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
Ckip Transformers	439		a year ago			1	gpl-3.0	Python
CKIP Transformers
Ontogpt	435		3 months ago			63	bsd-3-clause	Jupyter Notebook
LLM-based ontological extraction tools, including SPIRES
Tner	296	1	a year ago	24	January 10, 2023	14	mit	Python
Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"
Parsbert	222		a year ago			6	apache-2.0	Jupyter Notebook
🤗 ParsBERT: Transformer-based Model for Persian Language Understanding
Ld Net	145		4 years ago			3	apache-2.0	Python
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
Bert Sklearn	119		4 years ago			4	apache-2.0	Jupyter Notebook
a sklearn wrapper for Google's BERT model
Phonlp	97		2 years ago	25	March 09, 2021		apache-2.0	Python
PhoNLP: A BERT-based multi-task learning model for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)

Alternatives To Roster

Select To Compare

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

dependent packages 30total releases 134most recent commit 3 months ago

Phobert ⭐ 593

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

most recent commit 5 months ago

Bertweet ⭐ 542

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

most recent commit 5 months ago

Ckip Transformers ⭐ 439

CKIP Transformers

most recent commit a year ago

Ontogpt ⭐ 435

LLM-based ontological extraction tools, including SPIRES

most recent commit 3 months ago

Tner ⭐ 296

Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"

dependent packages 1total releases 24most recent commit a year ago

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

most recent commit a year ago

Ld Net ⭐ 145

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

most recent commit 4 years ago

Bert Sklearn ⭐ 119

a sklearn wrapper for Google's BERT model

most recent commit 4 years ago

Phonlp ⭐ 97

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

total releases 25most recent commit 2 years ago

Suggest An Alternative To RoSTER

Alternative Project Comparisons

Roster vs Spark Nlp

Roster vs Phobert

Roster vs Bertweet

Roster vs Ckip Transformers

Roster vs Bert Sklearn

Roster vs Phonlp

Popular Language Model Projects

Transformers ⭐ 124,049

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 23 days ago

Gpt4free ⭐ 52,083

The official gpt4free repository | various collection of powerful language models

dependent packages 10total releases 83latest release December 06, 2023most recent commit 3 months ago

Prompt Engineering Guide ⭐ 40,069

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

most recent commit 3 months ago

Open Assistant ⭐ 36,197

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

most recent commit 3 months ago

Stanford_alpaca ⭐ 24,846

Code and documentation to train Stanford's Alpaca models, and generate the data.

most recent commit a year ago

Popular Named Entity Recognition Projects

Hanlp ⭐ 32,059

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

dependent packages 22total releases 43latest release February 25, 2023most recent commit a month ago

Spacy ⭐ 28,628

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

dependent packages 1,367total releases 226latest release October 16, 2023most recent commit 25 days ago

Nlp Progress ⭐ 22,301

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.

most recent commit 3 months ago

Flair ⭐ 13,529

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

dependent packages 69total releases 31latest release October 28, 2023most recent commit a month ago

Compromise ⭐ 11,177

modest natural-language processing

dependent packages 145total releases 161latest release November 16, 2023most recent commit a month ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Opencv