456 citations · 1.4k across the 47 of their papers we have counts for
56 papers
Mixed Feelings, Single Polarity
Emily Öhman, Saif Mohammad
Emotion datasets are routinely mapped onto positive and negative valence, by assigning each emotion category one polarity. We test where this works and where it fails, using SemEva…
Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science
Aniket Pramanick, Yufang Hou, Saif M. Mohammad +1
Large Language Models (LLMs) have ushered in a transformative era in Natural Language Processing (NLP), reshaping research and extending NLP's influence to other fields of study. H…
The Nature of NLP: Analyzing Contributions in NLP Papers
Aniket Pramanick, Yufang Hou, Saif M. Mohammad +1
Natural Language Processing (NLP) is an established and dynamic field. Despite this, what constitutes NLP research remains debated. In this work, we address the question by quantit…
Utterance Emotion Dynamics in Children's Poems: Emotional Changes Across Age
Daniela Teodorescu, Alona Fyshe, Saif M. Mohammad
Emerging psychopathology studies are showing that patterns of changes in emotional state -- emotion dynamics -- are associated with overall well-being and mental health. More recen…
Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis
Daniela Teodorescu, Saif M. Mohammad
Emotion arcs capture how an individual (or a population) feels over time. They are widely used in industry and research; however, there is little work on evaluating the automatical…
Forgotten Knowledge: Examining the Citational Amnesia in NLP
Janvijay Singh, Mukund Rungta, Diyi Yang +1
Citing papers is the primary method through which modern scientific writing discusses and builds on past work. Collectively, citing a diverse set of papers (in time and area of stu…