Shabnam Tafreshi
Publications by Year
Research Areas
Topic Modeling, Sentiment Analysis and Opinion Mining, Mental Health via Writing, Natural Language Processing Techniques, Machine Learning and Data Classification
Most-Cited Works
- → Confirm or refute?: A comparative study on citation sentiment classification in clinical research publications(2019)30 cited
- → Empathic Conversations: A Multi-level Dataset of Contextualized Conversations(2022)24 cited
- WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories.(2021)
- Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning(2018)
- Sentence and Clause Level Emotion Annotation, Detection, and Classification in a Multi-Genre Corpus(2018)
- → WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories(2022)14 cited
- → Proceedings of the Second Workshop on Insights from Negative Results in NLP(2021)5 cited
- → The ARIEL-CMU Systems for LoReHLT18(2019)4 cited
- → Can GPT Improve the State of Prior Authorization Via Guideline Based Automated Question Answering?(2024)4 cited
- → Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles(2023)3 cited