SOTAVerified

Aspect Extraction

Aspect extraction is the task of identifying and extracting terms relevant for opinion mining and sentiment analysis, for example terms for product attributes or features.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 92 papers

TitleStatusHype
Aspect Extraction through Semi-Supervised Modeling—0
A Rule-Based Approach to Aspect Extraction from Product Reviews—0
A Framework of Customer Review Analysis Using the Aspect-Based Opinion Mining Approach—0
Can a Humanoid Robot be part of the Organizational Workforce? A User Study Leveraging Sentiment Analysis—0
Controlled CNN-based Sequence Labeling for Aspect Extraction—0
Coupling Global and Local Context for Unsupervised Aspect Extraction—0
Cross-domain aspect extraction for sentiment analysis: a transductive learning approach—0
Basic tasks of sentiment analysis—0
Dataset and Baseline for Automatic Student Feedback Analysis—0
Aspect Extraction from Product Reviews Using Category Hierarchy Information—0
Show:102550
← PrevPage 3 of 10Next →
All datasetsSemEval-2014 Task-4SemEval 2015 Task 12SemEval 2014 Task 4 Sub Task 1SemEval 2016 Task 5 Sub Task 1 Slot 2YASO - YELP

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InstructABSALaptop (F1)92.3—Unverified
2ACELaptop (F1)87.4—Unverified
3PH-SUMLaptop (F1)86.09—Unverified
4BATLaptop (F1)85.57—Unverified
5DE-CNNRestaurant (F1)85.2—Unverified
6Wei et al. (2020)Laptop (F1)82.7—Unverified
#ModelMetricClaimedVerifiedStatus
1ACERestaurant (F1)80.3—Unverified
2Wei et al. (2020)Restaurant (F1)72.7—Unverified
3DE-CNNRestaurant (F1)68.28—Unverified
#ModelMetricClaimedVerifiedStatus
1DE-CNNLaptop (F1)81.59—Unverified
#ModelMetricClaimedVerifiedStatus
1DE-CNNRestaurant (F1)74.37—Unverified
#ModelMetricClaimedVerifiedStatus
1RACL - LaptopsF123—Unverified