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GitHub topics: keyphrase-extraction
Shivanandroy/KeyPhraseTransformer
KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction | Keyword extraction
Language: Python - Size: 182 KB - Last synced: 2 days ago - Pushed: almost 2 years ago - Stars: 91 - Forks: 11
MaartenGr/KeyBERT
Minimal keyword extraction with BERT
Language: Python - Size: 3.05 MB - Last synced: 2 days ago - Pushed: 13 days ago - Stars: 3,269 - Forks: 330
TimSchopf/KeyphraseVectorizers
Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a document-keyphrase matrix.
Language: Python - Size: 194 KB - Last synced: about 14 hours ago - Pushed: about 1 month ago - Stars: 247 - Forks: 33
boudinfl/pke
Python Keyphrase Extraction module
Language: Python - Size: 82.6 MB - Last synced: 13 days ago - Pushed: 11 months ago - Stars: 1,531 - Forks: 291
sekwiatkowski/awesome-ai-services
An overview of the AI-as-a-service landscape
Language: Java - Size: 415 KB - Last synced: 13 days ago - Pushed: almost 6 years ago - Stars: 154 - Forks: 23
ainsleyclark/nlp
NLP (Natrual Language Processing) API via the pke (Python Keyphrase Extraction) engine.
Language: Python - Size: 48.8 KB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1
AlirezaTheH/perke
A keyphrase extractor for Persian
Language: Python - Size: 141 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 68 - Forks: 7
supercoderhawk/deep-keyphrase
seq2seq based keyphrase generation model sets, including copyrnn copycnn and copytransfomer
Language: Python - Size: 161 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 50 - Forks: 8
SkBlaz/rakun2
RaKUn 2.0 - A fast keyword detection algorithm
Language: Python - Size: 2.13 MB - Last synced: 17 days ago - Pushed: 4 months ago - Stars: 61 - Forks: 4
megarj/Microsoft-Azure-AI-Text-Analysis
Este projeto é um script python para consumo da API Microsoft Azure AI Text Analytics, facilitando a análise de texto com recursos como análise de sentimento, reconhecimento de entidades e mais.
Language: Python - Size: 36.1 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0
jjoeldaniel/keyphrases.rs
Rapid Automatic Keyword Extraction (RAKE) implementation in Rust
Language: Rust - Size: 1.84 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 6 - Forks: 2
MySong7NLPer/ChatGPT_as_Keyphrase_Extractor
Data for ArXiv 2024 paper "Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary Empirical Study".
Size: 6.84 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 30 - Forks: 0
boudinfl/ake-datasets
Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.
Language: Shell - Size: 1020 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 136 - Forks: 29
MySong7NLPer/KeyphraseExtractionSurvey
Data for EACL 2023 paper "A Survey on Recent Advances in Keyphrase Extraction from Pre-trained Language Models".
Size: 55.7 KB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 37 - Forks: 0
sahyagiri/DistinctKeywords
semantically distinct key phrase extraction using hilbert hashes.
Language: Jupyter Notebook - Size: 72 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 43 - Forks: 10
ahmedbesbes/keywords-extractor-with-bert
A Streamlit app to extract keywords using KeyBert
Language: Jupyter Notebook - Size: 168 KB - Last synced: 26 days ago - Pushed: about 3 years ago - Stars: 33 - Forks: 12
mponza/keyphrase-annotation
Entity linking of different keyphrase-extraction datasets via TagMe
Language: Python - Size: 19.5 KB - Last synced: 5 months ago - Pushed: about 7 years ago - Stars: 1 - Forks: 0
nlpcloud/nlpcloud-go
NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...
Language: Go - Size: 105 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 8 - Forks: 1
ngiambla/keylug
Implementation of Keylug in Python 2.7. Associated with conference publication.
Language: Python - Size: 456 KB - Last synced: 6 months ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0
dysby/geo-kpe-multidoc
Explore Geospacial Associations for improving Keyphrase Extraction in a multi-document setting
Language: Jupyter Notebook - Size: 3.15 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0
brightjade/SimCKP
Source code for "SimCKP: Simple Contrastive Learning of Keyphrase Representations", Findings of EMNLP 2023
Language: Python - Size: 203 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 6 - Forks: 0
Aayushpatel007/topicrankpy
A Python package to get useful information from documents using TopicRank Algorithm.
Language: Python - Size: 72.3 KB - Last synced: 3 days ago - Pushed: 11 months ago - Stars: 16 - Forks: 3
dongrixinyu/chinese_keyphrase_extractor
An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具，仅占35M内存 www.jionlp.com
Language: Python - Size: 32.9 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 501 - Forks: 64
knetrix/Keyword-Extraction-From-Text
Keyword Extraction Project from Texts with Textrank and RAKE Algorithm / Textrank ve RAKE Algoritması ile Metinlerden Anahtar Kelime Çıkarma Projesi
Language: Python - Size: 1.29 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 3 - Forks: 0
pranav-ust/BERT-keyphrase-extraction
Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10
Language: Python - Size: 7.31 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 107 - Forks: 48
sunyilgdx/SIFRank_zh
Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
Language: Python - Size: 2.38 MB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 404 - Forks: 78
NC0DER/LMRank
LMRank: Utilizing Pre-Trained Language Models and Dependency Parsing for Keyphrase Extraction
Language: Python - Size: 263 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0
sunyilgdx/SIFRank
The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"
Language: Python - Size: 5.81 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 120 - Forks: 20
amarnamarpan/D2V-BiGRU-CRF
A Sequence Labeling Model for Catchphrase Identification from Legal Case Documents
Language: HTML - Size: 11.8 MB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 5 - Forks: 2
amarnamarpan/PSLEGAL
PSLEGAL: An unsupervised way of legal catchphrase extraction
Language: Python - Size: 141 KB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 5 - Forks: 2
midas-research/dlkp
A deep learning library for identifying keyphrases from text
Language: Python - Size: 266 KB - Last synced: about 2 hours ago - Pushed: almost 2 years ago - Stars: 25 - Forks: 3
chili-epfl/Trend-Detection
Detecting Trends in Job Advertisements
Language: Python - Size: 642 MB - Last synced: about 1 month ago - Pushed: almost 6 years ago - Stars: 21 - Forks: 15
BehramtheBerry/PLM-KP_Survey
Keyphrase Prediction (KP) with advanced Pre-trained Language Models (PLM-KP) for efficient Keyphrase Extraction (KPE) and Generation (KPG) tasks in NLP.
Size: 395 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
boudinfl/ir-using-kg
Keyphrase Generation for Scientific Document Retrieval
Language: Python - Size: 869 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 11 - Forks: 2
openkm/keyphrase-extraction-summarization-service
Keyphrase extraction sumarization service
Language: Java - Size: 10.2 MB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1
liamca/noun-phrase-extraction
Noun Phrase Extraction of text (Key Phrase Extraction)
Language: Python - Size: 17.6 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
ailab-uniud/akec
Arabic Keyphrase Extraction Corpus
Language: Shell - Size: 857 KB - Last synced: 10 months ago - Pushed: over 7 years ago - Stars: 8 - Forks: 3
dice-group/MultPAX
A Multitask Framework for Present and Absent Keyphrase Generation using Knowledge Graphs
Language: Jupyter Notebook - Size: 6.44 MB - Last synced: 6 months ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 1
MySong7NLPer/HGUKE
Code for ACL 2023 paper "Improving Embedding-based Unsupervised Keyphrase Extraction by Incorporating Structural Information".
Size: 2.93 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0
MySong7NLPer/SetMatch
Code for ACL 2023 paper "Unsupervised Keyphrase Extraction by Learning Neural Keyphrase Set Function".
Size: 2.93 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0
boudinfl/semeval-2010-pre
Preprocessed SemEval-2010 benchmark dataset for keyphrase extraction
Size: 85.6 MB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 7 - Forks: 0
imis-lab/inpoint-ai-backend
The AI backend server for the inPOINT project.
Language: Python - Size: 103 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
leonjovanovic/keywords-extraction
Keyword extraction using Scake, KeyBERT, Fine-tuning Transformer BERT-like models and ChatGPT.
Language: Jupyter Notebook - Size: 61.5 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
HqWu-HITCS/Awesome-Keyphrase-Prediction
This repository is to collect keyphrase prediction resource.
Size: 64.5 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 12 - Forks: 1
JackHCC/Chinese-Keyphrase-Extraction
无监督中文关键词抽取（Keyphrase Extraction），基于统计，基于图【LDA与PageRank（TextRank， TPR， Salience Rank， Single TPR等）】，基于嵌入【SIFRank等】，开箱即用！
Language: Python - Size: 8.71 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 38 - Forks: 8
rohitgarud/NLP-Keyword-extraction
An archive of keyword extraction methods in NLP
Language: Jupyter Notebook - Size: 288 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
jiacheng-ye/kg_gater
[EMNLP 2021] Code for our EMNLP 2021 paper “Heterogeneous Graph Neural Networks for Keyphrase Generation”
Language: Python - Size: 1.41 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 13 - Forks: 3
ymym3412/position-rank
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents
Language: Python - Size: 16.6 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 96 - Forks: 15
JackHCC/Keyphrase-Extraction
Keyphrase Extraction by using Topic PageRank（TextRank， TPR， Salience Rank， Single TPR）【基于 Topic PageRank的关键词抽取】
Language: Python - Size: 69.5 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0
jackragless/GloTex-Glossary-Term-Extractor
Trained Transformer neural network to identify keyphrases in text. These keyphrases are then assigned a corresponding definition from Wiktionary using semantic similarity prediction. GloTex features a Django webapp for ease of use. These glossaries assist academics and government analysts reading esoteric documentation.
Language: Python - Size: 24.1 MB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
shivpalSW/RAKE Fork of aneesha/RAKE
A python implementation of the Rapid Automatic Keyword Extraction
Size: 242 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
GeraldPlakasa/Keyword-Extraction-Yake
a system that helps the process of retrieving important information from a scientific publication in the form of keywords in Indonesian using the Yake Method
Language: CSS - Size: 5.24 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
NC0DER/CORDISKG
Code for the paper "Understanding Horizon 2020 data: A knowledge graph-based approach"
Language: Python - Size: 467 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0
nhchristianson/Math-text-semantic-networks
Python code for construction and analysis of semantic networks from text.
Language: Jupyter Notebook - Size: 28.2 MB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 0
bichngocdo/kpe
Unsupervised Keyphrase Extraction
Language: Python - Size: 29.1 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1
Swayatta/Extraction-of-Competing-Models-using-Distant-Supervision-and-Graph-Ranking
Scientific Entity Extraction of Model names using Distantly Supervised training set, Graph Ranking and Domain specific sequence labeller.
Language: Jupyter Notebook - Size: 1.27 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
Yifan-Gao/multilingual_keyphrase_generation
[NAACL'22-Findings] Dataset for "Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training"
Size: 8.52 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 15 - Forks: 2
NC0DER/KeyphraseExtraction
Keyphrase Extraction Review
Language: Python - Size: 1.38 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 2
chndpreeti/Text-Analysis
A Django web application that classifies, sorts, and extracts information from the input text to identify models, relationships, sentiments, and other actionable knowledge.
Language: Python - Size: 242 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
staedi/pke_u
Based on pke Python Keyphrase Extraction module (boudinfl/pke), Korean Language support is added
Language: Python - Size: 10 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0
loretoparisi/keyphraseextraction
Key phrases extraction and ranking in Python with support for POS (Part of Speech) and NER (Named Entities).
Language: JavaScript - Size: 538 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 5 - Forks: 0
surajiyer/spacycaKE
Simple keyphrase extraction extensions and pipeline components for spaCy.
Language: Jupyter Notebook - Size: 16.6 KB - Last synced: 24 days ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 0
ashwathkris/Keyphrase-Extraction-using-BERT-as-a-Sentence-Embedder
Keyphrases are words or short phrases that best describe a given input text document. The project uses BERT as a sentence embedder to better understand the context in a given sentence. The project makes use of cosine similarity to find the similarity between the document embedding and phrase embedding and rank them accordingly.
Language: Jupyter Notebook - Size: 68.4 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 4 - Forks: 2
drmuskangarg/UBIS
This Github repository is generated for our work on UBIS: Unigram Bigram Importance Score for feature extraction and selection using graph of words which is under review in Expert Systems with Applications. It is interesting to note that the importance of uni-grams and bi-grams may contribute more efficiently in determining the feature space vector. In this research work, the Graph of Words (GoW) based selective feature extraction technique is proposed as Uni-gram Bi-gram Importance Score (UBIS) as obtained from node score and edge score in Graph of Words.
Language: Python - Size: 41 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
hailiang-wang/keyphrase-cpp
Automatic Keyphrase Extraction: A Survey of the State of the Art
Language: C++ - Size: 168 KB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 8 - Forks: 1
im-loki/Analog-Document-Search
Final Year Project
Language: Python - Size: 59.1 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0
sdhdez/kleis-keyphrase-extraction
Kleis is a python package to label keyphrases in scientific text.
Language: Jupyter Notebook - Size: 279 KB - Last synced: 28 days ago - Pushed: over 3 years ago - Stars: 14 - Forks: 3
skupriienko/Keyphrase_extractor
Python Django app for the keyphrase text extration
Language: Python - Size: 105 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0
brusic/elasticsearch-ingest-aws-comprehend
Elasticsearch ingest processors using Amazon Comprehend for NLP analysis
Language: Java - Size: 25.4 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 7 - Forks: 2
Aayushpatel007/DocProfiler
A Python package to generate document profiles and extract metadata from text in parallel using several Docker images and NLP tools/frameworks.
Language: Python - Size: 161 KB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0
zevio/pcu_keyphrase
Keyphrase extraction algorithm (kleis) for PCU project
Language: Python - Size: 22.5 KB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0
ResearchKernel/Datascience_research-and-developement
We save all the R&D we have done for Recommendation System and Neo4j
Language: Python - Size: 110 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0
zevio/PCU
Plateforme de Connaissances Unifiées (PCU) project (i.e Unified Knowledge Platform)
Language: Python - Size: 55.7 KB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1