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06/08/2023
Utterance Emotion Dynamics in Children's Poems: Emotional Changes Across Age
Emerging psychopathology studies are showing that patterns of changes in...
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06/03/2023
Generating High-Quality Emotion Arcs For Low-Resource Languages Using Emotion Lexicons
Automatically generated emotion arcs – that capture how an individual or...
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05/29/2023
Forgotten Knowledge: Examining the Citational Amnesia in NLP
Citing papers is the primary method through which modern scientific writ...
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05/04/2023
The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research
Recent advances in deep learning methods for natural language processing...
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04/13/2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval)
We present the first Africentric SemEval Shared task, Sentiment Analysis...
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02/16/2023
AI Usage Cards: Responsibly Reporting AI-generated Content
Given AI systems like ChatGPT can generate content that is indistinguish...
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10/26/2022
Geographic Citation Gaps in NLP Research
In a fair world, people have equitable opportunities to education, to co...
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10/13/2022
Frustratingly Easy Sentiment Analysis of Text Streams: Generating High-Quality Emotion Arcs Using Emotion Lexicons
Automatically generated emotion arcs – that capture how an individual or...
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10/13/2022
Best Practices in the Creation and Use of Emotion Lexicons
Words play a central role in how we express ourselves. Lexicons of word-...
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10/13/2022
CS-Insights: A System for Analyzing Computer Science Research
This paper presents CS-Insights, an interactive web application to analy...
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04/28/2022
D3: A Massive Dataset of Scholarly Metadata for Analyzing the State of Computer Science Research
DBLP is the largest open-access repository of scientific articles on com...
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04/11/2022
Tweet Emotion Dynamics: Emotion Word Usage in Tweets from US and Canada
Over the last decade, Twitter has emerged as one of the most influential...
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10/10/2021
What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study
The degree of semantic relatedness (or, closeness in meaning) of two uni...
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09/17/2021
Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysis
The importance and pervasiveness of emotions in our lives makes affectiv...
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07/02/2021
Ethics Sheets for AI Tasks
Several high-profile events, such as the use of biased recidivism system...
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06/10/2021
Ruddit: Norms of Offensiveness for English Reddit Comments
On social media platforms, hateful and offensive language negatively imp...
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03/01/2021
Emotion Dynamics in Movie Dialogues
Emotion dynamics is a framework for measuring how an individual's emotio...
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11/06/2020
Practical and Ethical Considerations in the Effective use of Emotion and Sentiment Lexicons
Lexicons of word-emotion associations are widely used in research and re...
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06/04/2020
SOLO: A Corpus of Tweets for Examining the State of Being Alone
The state of being alone can have a substantial impact on our lives, tho...
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05/31/2020
NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature
As part of the NLP Scholar project, we created a single unified dataset ...
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05/25/2020
Sentiment Analysis: Detecting Valence, Emotions, and Other Affectual States from Text
Recent advances in machine learning have led to computer systems that ar...
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05/03/2020
Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations
Disparities in authorship and citations across gender can have substanti...
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05/02/2020
Examining Citations of Natural Language Processing Literature
We extracted information from the ACL Anthology (AA) and Google Scholar ...
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04/13/2020
PoKi: A Large Dataset of Poems by Children
Child language studies are crucial in improving our understanding of chi...
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12/05/2019
SemEval-2015 Task 10: Sentiment Analysis in Twitter
In this paper, we describe the 2015 iteration of the SemEval shared task...
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11/08/2019
The State of NLP Literature: A Diachronic Analysis of the ACL Anthology
The ACL Anthology (AA) is a digital repository of tens of thousands of a...
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08/19/2019
The Natural Selection of Words: Finding the Features of Fitness
We introduce a dataset for studying the evolution of words, constructed ...
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09/04/2018
IEST: WASSA-2018 Implicit Emotions Shared Task
Past shared tasks on emotions use data with both overt expressions of em...
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05/11/2018
NRC-Canada at SMM4H Shared Task: Classifying Tweets Mentioning Adverse Drug Reactions and Medication Intake
Our team, NRC-Canada, participated in two shared tasks at the AMIA-2017 ...
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05/11/2018
Sentiment Composition of Words with Opposing Polarities
In this paper, we explore sentiment composition in phrases that have at ...
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05/11/2018
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems
Automatic machine learning systems can inadvertently accentuate and perp...
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12/05/2017
The Effect of Negators, Modals, and Degree Adverbs on Sentiment Composition
Negators, modals, and degree adverbs can significantly affect the sentim...
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12/05/2017
Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation
Rating scales are a widely used method for data annotation; however, the...
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12/05/2017
Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best-Worst Scaling
Access to word-sentiment associations is useful for many applications, i...
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08/11/2017
WASSA-2017 Shared Task on Emotion Intensity
We present the first shared task on detecting the intensity of emotion f...
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08/11/2017
Emotion Intensities in Tweets
This paper examines the task of detecting intensity of emotion from text...
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04/28/2017
Word Affect Intensities
Words often convey affect -- emotions, feelings, and attitudes. Lexicons...
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05/05/2016
Stance and Sentiment in Tweets
We can often detect from a person's utterances whether he/she is in favo...
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01/31/2014