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Evaluating deep learning models for sentiment classification

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Sentiment strength detection in short informal text
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Sentiment in Twitter events
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Sentiment strength detection for the social web
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Provenance aware run‐time verification of things for self‐healing Internet of Things applications
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Analyzing Movie Reviews Sentiment
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Multi-lingual Text Leveling
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Machine Learning Approach for Sentiment Analysis
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Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation
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Unmanaged Workflows: Their Provenance and Use
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A survey on classification techniques for opinion mining and sentiment analysis
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Temporal representation for mining scientific data provenance
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Sentiment Analysis: Measuring Opinions
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A review of “perceptrons: An introduction to computational geometry≓
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A tutorial survey of architectures, algorithms, and applications for deep learning
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Links between Markov models and multilayer perceptrons
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Gradient-based learning applied to document recognition
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Face recognition: a convolutional neural-network approach
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Bidirectional recurrent neural networks
inferredcites →https://doi.org/10.1109/cit/iucc/dasc/picom.2015.349openalex-snapshot
Sentiment Analysis Using Convolutional Neural Network
inferredcites →https://doi.org/10.1109/cvpr.2016.216openalex-snapshot
A Multi-stream Bi-directional Recurrent Neural Network for Fine-Grained Action Detection
inferredcites →https://doi.org/10.1109/icassp.2011.5947444openalex-snapshot
A multi-stream ASR framework for BLSTM modeling of conversational speech
inferredcites →https://doi.org/10.1109/icassp.2015.7178838openalex-snapshot
Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks
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Convolutional Neural Network Committees for Handwritten Character Classification
inferredcites →https://doi.org/10.1109/ijcnn.2017.7966145openalex-snapshot
A character-based convolutional neural network for language-agnostic Twitter sentiment analysis
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How to Generate a Good Word Embedding
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Provenance Capture and Use in a Satellite Data Processing Pipeline
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Understanding Hidden Memories of Recurrent Neural Networks
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Mining and summarizing customer reviews
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ImageNet classification with deep convolutional neural networks
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Image Classification Using Biomimetic Pattern Recognition with Convolutional Neural Networks Features
inferredcites →https://doi.org/10.1155/2018/8639367openalex-snapshot
A Two-Stream Deep Fusion Framework for High-Resolution Aerial Scene Classification
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Long Short-Term Memory
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Named Entity Recognition with Bidirectional LSTM-CNNs
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Handbook of Natural Language Processing
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Multi-Features Group Emotion Analysis Based on CNN for Weibo Events
inferredcites →https://doi.org/10.1561/1500000011openalex-snapshot
Opinion Mining and Sentiment Analysis
inferredcites →https://doi.org/10.1561/2000000039openalex-snapshot
Deep Learning: Methods and Applications
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Recurrent Convolutional Neural Networks for Text Classification
inferredcites →https://doi.org/10.1609/icwsm.v5i1.14185openalex-snapshot
Twitter Sentiment Analysis: The Good the Bad and the OMG!
inferredcites →https://doi.org/10.18653/v1/d13-1170openalex-snapshot
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
inferredcites →https://doi.org/10.18653/v1/d15-1167openalex-snapshot
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/n16-1118openalex-snapshot
The Role of Context Types and Dimensionality in Learning Word Embeddings
inferredcites →https://doi.org/10.21275/v5i4.nov162724openalex-snapshot
Sentiment Classification using Machine Learning Techniques
inferredcites →https://doi.org/10.21437/interspeech.2010-646openalex-snapshot
Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling
inferredcites →https://doi.org/10.21437/interspeech.2011-242openalex-snapshot
Empirical evaluation and combination of advanced language modeling techniques
inferredcites →https://doi.org/10.21437/interspeech.2014-151openalex-snapshot
Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling
inferredcites →https://doi.org/10.3115/1218955.1218990openalex-snapshot
A sentimental education
inferredcites →https://doi.org/10.3115/1219840.1219855openalex-snapshot
Seeing stars
inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot
Glove: Global Vectors for Word Representation
inferredcites →https://doi.org/10.3115/v1/d14-1181openalex-snapshot
Convolutional Neural Networks for Sentence Classification
inferredcites →https://doi.org/10.4018/978-1-5225-0489-4.ch003openalex-snapshot
Dimensionality Reduction Techniques for Text Mining
inferredcites →https://doi.org/10.48550/arxiv.1103.0398openalex-snapshot
Natural Language Processing (almost) from Scratch
inferredcites →https://doi.org/10.48550/arxiv.1301.3781openalex-snapshot
Efficient Estimation of Word Representations in Vector Space
inferredcites →https://doi.org/10.48550/arxiv.1310.4546openalex-snapshot
Distributed Representations of Words and Phrases and their Compositionality
inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot
Adam: A Method for Stochastic Optimization
inferredcites →https://doi.org/10.48550/arxiv.1503.03244openalex-snapshot
Convolutional Neural Network Architectures for Matching Natural Language Sentences
inferredcites →https://doi.org/10.48550/arxiv.1511.08630openalex-snapshot
A C-LSTM Neural Network for Text Classification
inferredcites →https://doi.org/10.48550/arxiv.1606.06905openalex-snapshot
Learning text representation using recurrent convolutional neural network with highway layers
inferredcites →https://doi.org/10.48550/arxiv.2310.06251openalex-snapshot
Deep Learning: A Tutorial
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Twitter as a Corpus for Sentiment Analysis and Opinion Mining

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Web-Based Tool to Determine Data-Driven Insights Using Public Sentiment
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Special issue on High performance computing conference (BASARIM‐2017)
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CHOpinionMiner: An unsupervised system for Chinese opinion target extraction
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An improved term weighting scheme for text classification
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Word2Sent : A new learning sentiment‐embedding model with low dimension for sentence level sentiment classification
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Reinforcement learning using fully connected, attention, and transformer models in knapsack problem solving
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A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention
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Sentiment Analysis of Student Evaluations of Teaching Using Deep Learning Approach
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SMS sentiment classification using an evolutionary optimization based fuzzy recurrent neural network
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