Closed-and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations.
Technology now makes it possible to understand efficiently and at large scale how people
use language to reveal their everyday thoughts, behaviors, and emotions. Written text has …
use language to reveal their everyday thoughts, behaviors, and emotions. Written text has …
Systematic literature review of dialectal Arabic: identification and detection
It is becoming increasingly difficult to know who is working on what and how in
computational studies of Dialectal Arabic. This study comes to chart the field by conducting a …
computational studies of Dialectal Arabic. This study comes to chart the field by conducting a …
Findings of wassa 2024 shared task on empathy and personality detection in interactions
This paper presents the results of the WASSA 2024 shared task on predicting empathy,
emotion, and personality in conversations and reactions to news articles. Participating teams …
emotion, and personality in conversations and reactions to news articles. Participating teams …
Modeling empathy and distress in reaction to news stories
Computational detection and understanding of empathy is an important factor in advancing
human-computer interaction. Yet to date, text-based empathy prediction has the following …
human-computer interaction. Yet to date, text-based empathy prediction has the following …
Condolence and empathy in online communities
Offering condolence is a natural reaction to hearing someone's distress. Individuals
frequently express distress in social media, where some communities can provide support …
frequently express distress in social media, where some communities can provide support …
Recent advances in using natural language processing to address public health research questions using social media and consumergenerated data
Objective: We present a narrative review of recent work on the utilisation of Natural
Language Processing (NLP) for the analysis of social media (including online health …
Language Processing (NLP) for the analysis of social media (including online health …
Facebook versus Twitter: Differences in self-disclosure and trait prediction
This study compares self-disclosure on Facebook and Twitter through the lens of
demographic and psychological traits. Predictive evaluation reveals that language models …
demographic and psychological traits. Predictive evaluation reveals that language models …
Findings of WASSA 2023 shared task on empathy, emotion and personality detection in conversation and reactions to news articles
This paper presents the results of the WASSA 2023 shared task on predicting empathy,
emotion, and personality in conversations and reactions to news articles. Participating teams …
emotion, and personality in conversations and reactions to news articles. Participating teams …
A critical reflection and forward perspective on empathy and natural language processing
We review the state of research on empathy in natural language processing and identify the
following issues:(1) empathy definitions are absent or abstract, which (2) leads to low …
following issues:(1) empathy definitions are absent or abstract, which (2) leads to low …
Deep models for arabic dialect identification on benchmarked data
M Elaraby, M Abdul-Mageed - … of the Fifth Workshop on NLP for …, 2018 - aclanthology.org
Abstract The Arabic Online Commentary (AOC)(Zaidan and Callison-Burch, 2011) is a large-
scale repos-itory of Arabic dialects with manual labels for4varieties of the language. Existing …
scale repos-itory of Arabic dialects with manual labels for4varieties of the language. Existing …