38 citations · 51 across the 26 of their papers we have counts for
6 papers · 1 filter
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…
Identifying Shared Decodable Concepts in the Human Brain Using Image-Language Foundation Models
Cory Efird, Alex Murphy, Joel Zylberberg +1
We introduce a method that takes advantage of high-quality pretrained multimodal representations to explore fine-grained semantic networks in the human brain. Previous studies have…
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…
Weakly-Supervised Questions for Zero-Shot Relation Extraction
Saeed Najafi, Alona Fyshe
Zero-Shot Relation Extraction (ZRE) is the task of Relation Extraction where the training and test sets have no shared relation types. This very challenging domain is a good test o…