SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 10151–10200 of 14581 papers

TitleStatusHype
Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional Adversarial Networks—0
Deep Galaxy: Classification of Galaxies based on Deep Convolutional Neural Networks—0
An Automated Compatibility Prediction Engine using DISC Theory Based Classification and Neural Networks—0
200K+ Crowdsourced Political Arguments for a New Chilean Constitution—0
Extractive Summarization Using Multi-Task Learning with Document Classification—0
Exploring Vector Spaces for Semantic Relations—0
Language Based Mapping of Science Assessment Items to Skills—0
A Domain and Language Independent Named Entity Classification Approach Based on Profiles and Local Information—0
Annotation, Modelling and Analysis of Fine-Grained Emotions on a Stance and Sentiment Detection Corpus—0
Annotation of Entities and Relations in Spanish Radiology Reports—0
A deep-learning based native-language classification by using a latent semantic analysis for the NLI Shared Task 2017—0
Joint Concept Learning and Semantic Parsing from Natural Language Explanations—0
A Question Answering Approach for Emotion Cause Extraction—0
Argument Relation Classification Using a Joint Inference Model—0
Inter-Annotator Agreement in Sentiment Analysis: Machine Learning Perspective—0
Initializing Convolutional Filters with Semantic Features for Text Classification—0
Fake news stance detection using stacked ensemble of classifiers—0
Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network—0
Improving Claim Stance Classification with Lexical Knowledge Expansion and Context Utilization—0
Character Based Pattern Mining for Neology Detection—0
CIC-FBK Approach to Native Language Identification—0
Classification based extraction of numeric values from clinical narratives—0
Classification of telicity using cross-linguistic annotation projectionCode0
Classifying Frames at the Sentence Level in News Articles—0
Idiom-Aware Compositional Distributed Semantics—0
Fine-grained domain classification of text using TERMIUM PlusCode0
Identifying the Authors' National Variety of English in Social Media Texts—0
Identification and Classification of the Most Important Moments in Students' Collaborative Chats—0
A hierarchical loss and its problems when classifying non-hierarchically—0
End-to-End Neural Relation Extraction with Global Optimization—0
End-to-End Multi-View Lipreading—0
Data Augmentation for Visual Question Answering—0
A BiLSTM-based System for Cross-lingual Pronoun Prediction—0
Dict2vec : Learning Word Embeddings using Lexical DictionariesCode0
Dish Classification using Knowledge based Dietary Conflict Detection—0
DLATK: Differential Language Analysis ToolKit—0
Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension—0
Document retrieval and question answering in medical documents. A large-scale corpus challenge.—0
Adversarial Training for Relation Extraction—0
Machine Translation, it's a question of style, innit? The case of English tag questions—0
Using Context Information for Dialog Act Classification in DNN Framework—0
Multi-entity sentiment analysis using entity-level feature extraction and word embeddings approach—0
Towards a Universal Sentiment Classifier in Multiple languages—0
YZU-NLP at EmoInt-2017: Determining Emotion Intensity Using a Bi-directional LSTM-CNN Model—0
Predicting Audience's Laughter During Presentations Using Convolutional Neural Network—0
Preserving Distributional Information in Dialogue Act Classification—0
Vowel and Consonant Classification through Spectral Decomposition—0
Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association—0
Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model—0
Multilingual Ontologies for the Representation and Processing of Folktales—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified