Search Results for author:
Found 10 papers, 2 papers with code
News Signals: An NLP Library for Text and Time Series
We present an open-source Python library for building and using datasets where inputs are clusters of textual data, and outputs are sequences of real values representing one or more time series signals.
360\mbox$^\circ$ Stance Detection
To ameliorate this, we propose 360{\mbox{$^\circ$}} Stance Detection, a tool that aggregates news with multiple perspectives on a topic.
360° Stance Detection
To ameliorate this, we propose 360{\deg} Stance Detection, a tool that aggregates news with multiple perspectives on a topic.
Data Selection Strategies for Multi-Domain Sentiment Analysis
However, the selection of appropriate training data is as important as the choice of algorithm.
Knowledge Adaptation: Teaching to Adapt
Domain adaptation is crucial in many real-world applications where the distribution of the training data differs from the distribution of the test data.
Towards a continuous modeling of natural language domains
Humans continuously adapt their style and language to a variety of domains.
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution
Convolutional neural networks (CNNs) have demonstrated superior capability for extracting information from raw signals in computer vision.
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Opinion mining from customer reviews has become pervasive in recent years.
Aspect-Based Sentiment Analysis
Aspect-Based Sentiment Analysis (ABSA)
+3
INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification
This paper describes our deep learning-based approach to sentiment analysis in Twitter as part of SemEval-2016 Task 4.
INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis
This paper describes our deep learning-based approach to multilingual aspect-based sentiment analysis as part of SemEval 2016 Task 5.
Aspect-Based Sentiment Analysis
Aspect Category Detection
+3
