SOTAVerified

Keyword Extraction

Keyword extraction is tasked with the automatic identification of terms that best describe the subject of a document (Source: Wikipedia).

Papers

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Showing 1–50 of 172 papers

TitleStatusHype
YAKE! Keyword extraction from single documents using multiple local featuresCode2
Open-world Multi-label Text Classification with Extremely Weak SupervisionCode1
KSW: Khmer Stop Word based Dictionary for Keyword ExtractionCode1
Large-Scale Bidirectional Training for Zero-Shot Image CaptioningCode1
AdaptKeyBERT: An Attention-Based approach towards Few-Shot & Zero-Shot Domain Adaptation of KeyBERTCode1
FRAKE: Fusional Real-time Automatic Keyword ExtractionCode1
Outline to Story: Fine-grained Controllable Story Generation from Cascaded EventsCode1
DRIFT: A Toolkit for Diachronic Analysis of Scientific LiteratureCode1
SiDi KWS: A Large-Scale Multilingual Dataset for Keyword SpottingCode1
AnyTaskTune: Advanced Domain-Specific Solutions through Task-Fine-TuningCode1
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase ExtractionCode1
Graph-based Semantical Extractive Text AnalysisCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
Application of Topic Models to Judgments from Public Procurement Domain—0
Building a Dataset for Summarization and Keyword Extraction from Emails—0
A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews—0
A Document-based Knowledge Discovery with Microservices Architecture—0
A New Entity Salience Task with Millions of Training Examples—0
Enforcing Topic Diversity in a Document Recommender for Conversations—0
English-French Document Alignment Based on Keywords and Statistical Translation—0
Automatic Speech Recognition on a Firefighter TETRA Broadcast Channel—0
Automatic Keyword Extraction on Twitter—0
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations—0
Effects of Graph Generation for Unsupervised Non-Contextual Single Document Keyword Extraction—0
Bilingual Keyword Extraction and its Educational Application—0
Born for Auto-Tagging: Faster and better with new objective functions—0
An evaluation of keyword extraction from online communication for the characterisation of social relations—0
Centrality Measures for Non-Contextual Graph-Based Unsupervised Single Document Keyword Extraction—0
CHARM: Inferring Personal Attributes from Conversations—0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
Automatic Keyword Extraction for Text Summarization: A Survey—0
Cross-Domain Keyword Extraction with Keyness Patterns—0
Automatic Generation of Web Censorship Probe Lists—0
Analysis of Persian News Agencies on Instagram, A Words Co-occurrence Graph-based Approach—0
Cost-Efficient Serving of LLM Agents via Test-Time Plan Caching—0
Correction of OCR Word Segmentation Errors in Articles from the ACL Collection through Neural Machine Translation Methods—0
Automated Annotation of Scientific Texts for ML-based Keyphrase Extraction and Validation—0
#Coronavirus or #Chinesevirus?!: Understanding the negative sentiment reflected in Tweets with racist hashtags across the development of COVID-19—0
A Single Word is not Enough: Ranking Multiword Expressions Using Distributional Semantics—0
Cross-Lingual Information to the Rescue in Keyword Extraction—0
Cross-Lingual Question Answering Using Common Semantic Space—0
Cross-view Brain Decoding—0
Demographic-aware word associations—0
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams—0
Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish—0
Differential Privacy and Natural Language Processing to Generate Contextually Similar Decoy Messages in Honey Encryption Scheme—0
Diverse Keyword Extraction from Conversations—0
A method for incremental discovery of financial event types based on anomaly detection—0
Replication of the Keyword Extraction part of the paper "'Without the Clutter of Unimportant Words': Descriptive Keyphrases for Text Visualization"—0
Comparative Study of Domain Driven Terms Extraction Using Large Language Models—0
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All datasetsInspecSemEval-2010 Task-8SemEval-2017 Task-10

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Phraseformer(BERT, ExEm(ft))F1 score69.87—Unverified
2Phraseformer(BERT, ExEm(w2v))F1 score69.7—Unverified
3Phraseformer(BERT, Node2vec)F1 score68.68—Unverified
4Phraseformer(BERT, DeepWalk)F1 score68.44—Unverified
5FRAKEF1 score58.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Phraseformer(BERT, ExEm(ft))F1 score48.65—Unverified
2Phraseformer(BERT, ExEm(w2v))F1 score48.48—Unverified
3Phraseformer(BERT, Node2vec)F1 score47.46—Unverified
4Phraseformer(BERT, DeepWalk)F1 score47.22—Unverified
5FRAKEF1 score37.5—Unverified
#ModelMetricClaimedVerifiedStatus
1Phraseformer(BERT, ExEm(ft))F1 score67.13—Unverified
2Phraseformer(BERT, ExEm(w2v))F1 score66.96—Unverified
3Phraseformer(BERT, Node2vec)F1 score65.94—Unverified
4Phraseformer(BERT, DeepWalk)F1 score65.7—Unverified
5FRAKEF1 score54—Unverified