Research

See this poster for an overview of the kind of work I have done in the last few years in Computational Affect. If you are a student interested in working with me, go here.

 

Publications, data, talks, visualizations by area (papers within each area are organized reverse chronologically)

Lexical Semantics
antonymy,
lexical contrast
metaphor relational
similarity
semantic
distance
text
summarization
textual
inference
word-colour
associations
word sense
disambiguation
Emotion, Personality, Stance, and Sentiment Analysis
emotion
analysis
best-worst
annotations*
music
from text*
personality
detection
sentiment
analysis
sentiment
analysis (Arabic)*
sentiment
composition*

stance
detection*

Publications for areas marked with a * are interspersed within sentiment analysis and emotion analysis; clicking on them leads to separate dedicated pages that present only the relevant information.

Data for download (The publication page also provides data associated with individual publications.)

Word-association lexicons for sentiment and emotion
(Note: A table summarizing various word-association lexicons can be found here.)

Other lexicons

Annotated Corpora

Other Data

 

Data visualization and information sonification demos

 

Systems and Code


Tutorials

 

Book Chapters

 

An Overview of Recent Work in Computational Affect