Citation Impact
Citing Papers
Deep learning with word embeddings improves biomedical named entity recognition
2017
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
2019 Standout
Distributed Dual Averaging In Networks
2010
Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks.
2016
Monotonic calibrated interpolated look-up tables
2016
Large Scale Distributed Deep Networks
2012 Standout
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons
2012
An Unsupervised Aspect-Sentiment Model for Online Reviews
2010
On optimization methods for deep learning
2011
Reading Tea Leaves: How Humans Interpret Topic Models
2009
Sentence Subjectivity Detection with Weakly-Supervised Learning
2011
Parallelized Stochastic Gradient Descent
2010
Deep Neural Networks for Acoustic Modeling in Speech Recognition
2012 StandoutNobel
Cross Lingual Adaptation: An Experiment on Sentiment Classifications
2010
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
2011
Employing Personal/Impersonal Views in Supervised and Semi-Supervised Sentiment Classification
2010
Business Intelligence and Analytics: From Big Data to Big Impact
2012 Standout
Extraction of semantic biomedical relations from text using conditional random fields
2008
Semi-automated curation of protein subcellular localization: a text mining-based approach to Gene Ontology (GO) Cellular Component curation
2009
NCBI disease corpus: A resource for disease name recognition and concept normalization
2014
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
2016 Standout
Negated bio-events: analysis and identification
2013
DisGeNET: a comprehensive platform integrating information on human disease-associated genes and variants
2016 Standout
Overview of BioCreAtIvE: critical assessment of information extraction for biology
2005
The Arabidopsis Information Resource (TAIR): improved gene annotation and new tools
2011 Standout
Hybrid computing using a neural network with dynamic external memory
2016 StandoutNatureNobel
Incorporating conditional random fields and active learning to improve sentiment identification
2014
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 Standout
What can natural language processing do for clinical decision support?
2009
The Subsystems Approach to Genome Annotation and its Use in the Project to Annotate 1000 Genomes
2005 Standout
Assessment of predictions submitted for the CASP7 domain prediction category
2007 StandoutNobel
Preparing Medical Imaging Data for Machine Learning
2020 Standout
Literature mining for the biologist: from information retrieval to biological discovery
2006
Mastering the game of Go with deep neural networks and tree search
2016 StandoutNatureNobel
miRBase: integrating microRNA annotation and deep-sequencing data
2010 Standout
Representation Learning: A Review and New Perspectives
2013 Standout
Comparative analysis of regulatory patterns in bacterial genomes
2000
Wattpad as a resource for literary studies. Quantitative and qualitative examples of the importance of digital social reading and readers’ comments in the margins
2020 Standout
Comparison of concept recognizers for building the Open Biomedical Annotator
2009
Mining electronic health records: towards better research applications and clinical care
2012 Standout
Making objective decisions from subjective data: Detecting irony in customer reviews
2012
Predicting academic performance of students from VLE big data using deep learning models
2019 Standout
A survey on opinion mining and sentiment analysis: Tasks, approaches and applications
2015 Standout
Automatic identification of relevant chemical compounds from patents
2019
Care more about customers: Unsupervised domain-independent aspect detection for sentiment analysis of customer reviews
2013
Opinion Mining and Sentiment Analysis
2008 Standout
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
2020 Standout
Comparison of feature-level learning methods for mining online consumer reviews
2012
The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation
2017 Standout
Wi-Fi Fingerprint-Based Indoor Positioning: Recent Advances and Comparisons
2015 Standout
Search-based structured prediction
2009
Aspect-Based Opinion Polling from Customer Reviews
2011
Incorporating appraisal expression patterns into topic modeling for aspect and sentiment word identification
2014
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
2012 StandoutNobel
Toward a Global Understanding of Chemical Pollution: A First Comprehensive Analysis of National and Regional Chemical Inventories
2020 Standout
Packed Feelings and Ordered Sentiments: Sentiment Parsing with Quasi−compositional Polarity Sequencing and Compression
2010
Review-based measurement of customer satisfaction in mobile service: Sentiment analysis and VIKOR approach
2013
Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures
2014 Standout
Staying Informed: Supervised and Semi-Supervised Multi-view Topical Analysis of Ideological Perspective
2010
Ensemble of keyword extraction methods and classifiers in text classification
2016 Standout
Exploiting effective features for chinese sentiment classification
2011
LIBSVM
2011 Standout
A circadian gene expression atlas in mammals: Implications for biology and medicine
2014 Standout
Sentiment analysis: Bayesian Ensemble Learning
2014
Dynamic Differential Privacy for ADMM-Based Distributed Classification Learning
2016
A Dependency Parser for Tweets
2014
Distributed Mean Estimation with Limited Communication
2016
Identifying helpful reviews based on customer’s mentions about experiences
2012
PubChem 2023 update
2022 Standout
Textual Analysis in Accounting and Finance: A Survey
2016 Standout
Information Retrieval and Text Mining Technologies for Chemistry
2017
‘Long autonomy or long delay?’ The importance of domain in opinion mining
2012
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
2010 Standout
Identifying Features in Opinion Mining via Intrinsic and Extrinsic Domain Relevance
2014
Acquisition of chess knowledge in AlphaZero
2022 StandoutNobel
Sentiment Analysis: Mining Opinions, Sentiments, and Emotions
2015
Weakly Supervised Joint Sentiment-Topic Detection from Text
2011
Deep Reinforcement Learning: A Brief Survey
2017 Standout
Classical probabilistic models and conditional random fields
2022
Recent advances in convolutional neural networks
2017 Standout
EmoSenticSpace: A novel framework for affective common-sense reasoning
2014
A Survey on IoT Security: Application Areas, Security Threats, and Solution Architectures
2019 Standout
What Makes Online Content Viral?
2011 Standout
Lexicon-based Comments-oriented News Sentiment Analyzer system
2012
A Method of Automated Nonparametric Content Analysis for Social Science
2009 Standout
Sentiment classification of online reviews: using sentence-based language model
2013
Improving aspect extraction by augmenting a frequency-based method with web-based similarity measures
2014
Adaptive Federated Learning in Resource Constrained Edge Computing Systems
2019 Standout
Lexicon-Based Methods for Sentiment Analysis
2011 Standout
Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters
2013
Distributed optimization with arbitrary local solvers
2017
Sentiment strength detection for the social web
2011
Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning
2019
DGM: A deep learning algorithm for solving partial differential equations
2018 Standout
Product aspect extraction supervised with online domain knowledge
2014
A review on the attention mechanism of deep learning
2021 Standout
A survey of transfer learning
2016 Standout
A Model of Text for Experimentation in the Social Sciences
2016 Standout
SenticNet 2: A Semantic and Affective Resource for Opinion Mining and Sentiment Analysis
2012
Communication-Efficient Distributed Dual Coordinate Ascent
2014
MaltParser: A language-independent system for data-driven dependency parsing
2007
Deep Learning in Medical Image Analysis
2017 Standout
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
2016 Standout
Parsing Morphologically Rich Languages: Introduction to the Special Issue
2012
A review of feature selection techniques in bioinformatics
2007 Standout
Beyond the hype: Big data concepts, methods, and analytics
2014 Standout
Structural Topic Models for Open‐Ended Survey Responses
2014 Standout
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
2021 Standout
Very Deep Convolutional Networks for Large-Scale Image Recognition
2014 Standout
Emergent linguistic structure in artificial neural networks trained by self-supervision
2020
Works of Ryan McDonald being referenced
Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure
2012
Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models
2009
Structured Models for Fine-to-Coarse Sentiment Analysis
2007
What's great and what's not: learning to classify the scope of negation for improved sentiment analysis
2010
A Joint Model of Text and Aspect Ratings for Sentiment Summarization
2008
Universal Dependencies v1: A Multilingual Treebank Collection
2016
The CoNLL 2007 Shared Task on Dependency Parsing
2007
Characterizing the Errors of Data-Driven Dependency Parsing Models
2007
Distributed Training Strategies for the Structured Perceptron
2010
Integrated Annotation for Biomedical Information Extraction
2004
Semi-supervised latent variable models for sentence-level sentiment analysis
2011
Online Learning of Approximate Dependency Parsing Algorithms.
2006
Integrating Graph-Based and Transition-Based Dependency Parsers
2008
The viability of web-derived polarity lexicons
2010
Discriminative Sentence Compression with Soft Syntactic Evidence
2006
Identifying gene and protein mentions in text using conditional random fields
2005
Automated recognition of malignancy mentions in biomedical literature
2006
Automatically annotating documents with normalized gene lists
2005
A Universal Part-of-Speech Tagset
2011