4 citations · 10 across the 14 of their papers we have counts for
9 papers · 1 filter
Linguistic Distancing on Social Media: Indicators of Emotion Regulation Across Age Groups
Daniela Teodorescu, Saif M. Mohammad, Alona Fyshe
Managing our emotional responses to events is key to emotional well-being, a process referred to as emotion regulation in psychology. Previous work has established that the degree…
RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models
Saeed Najafi, Alona Fyshe
Pre-trained Language Models (PLMs) can be accurately fine-tuned for downstream text processing tasks. Recently, researchers have introduced several parameter-efficient fine-tuning…
Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers
Daniela Teodorescu, Tiffany Cheng, Alona Fyshe +1
Research in psychopathology has shown that, at an aggregate level, the patterns of emotional change over time -- emotion dynamics -- are indicators of one's mental health. One's pa…
Better Handling Coreference Resolution in Aspect Level Sentiment Classification by Fine-Tuning Language Models
Dhruv Mullick, Bilal Ghanem, Alona Fyshe
Customer feedback is invaluable to companies as they refine their products. Monitoring customer feedback can be automated with Aspect Level Sentiment Classification (ALSC) which al…
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…
DISTO: Evaluating Textual Distractors for Multi-Choice Questions using Negative Sampling based Approach
Bilal Ghanem, Alona Fyshe
Multiple choice questions (MCQs) are an efficient and common way to assess reading comprehension (RC). Every MCQ needs a set of distractor answers that are incorrect, but plausible…