Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning. - Shabnam Tafreshi; Mona T. Diab (COLING, 2018)

Sentence and Clause Level Emotion Annotation, Detection, and Classification in a Multi-Genre Corpus. - Shabnam Tafreshi; Mona T. Diab (LREC, 2018)

GWU NLP Lab at SemEval-2019 Task 3 : EmoContext: Effectiveness ofContextual Information in Models for Emotion Detection inSentence-level at Multi-genre Corpus. - Shabnam Tafreshi; Mona T. Diab (SemEval@NAACL-HLT, 2019)

The ARIEL-CMU Systems for LoReHLT18. - Aditi Chaudhary; Siddharth Dalmia; Junjie Hu 001; Xinjian Li; Austin Matthews; Aldrian Obaja Muis; Naoki Otani; Shruti Rijhwani; Zaid Sheikh; Nidhi Vyas; Xinyi Wang 001; Jiateng Xie; et al. (CoRR, 2019)

GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus. - Shabnam Tafreshi; Mona T. Diab (CoRR, 2019)

Confirm or refute?: A comparative study on citation sentiment classification in clinical research publications. - Halil Kilicoglu; Zeshan Peng; Shabnam Tafreshi; Tung Tran 001; Graciela Rosemblat; Jodi Schneider (J. Biomed. Informatics, 2019)

WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories. - Shabnam Tafreshi; Orphée De Clercq; Valentin Barrière; Sven Buechel; João Sedoc; Alexandra Balahur (WASSA@EACL, 2021)

WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories. - Valentin Barrière; Shabnam Tafreshi; João Sedoc; Sawsan Alqahtani (WASSA@ACL, 2022)

Empathic Conversations: A Multi-level Dataset of Contextualized Conversations. - Damilola Omitaomu; Shabnam Tafreshi; Tingting Liu; Sven Buechel; Chris Callison-Burch; Johannes C. Eichstaedt; Lyle H. Ungar; João Sedoc (CoRR, 2022)

Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles. - Valentin Barrière; João Sedoc; Shabnam Tafreshi; Salvatore Giorgi (WASSA@ACL, 2023)

LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications. - Saranya Krishnamoorthy; Ayush Singh; Shabnam Tafreshi (ClinicalNLP@NAACL, 2024)

Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions. - Salvatore Giorgi; João Sedoc; Valentin Barrière; Shabnam Tafreshi (WASSA, 2024)

Can GPT Improve the State of Prior Authorization via Guideline Based Automated Question Answering? - Shubham Vatsal; Ayush Singh; Shabnam Tafreshi (CoRR, 2024)

Emotion Classification in Low and Moderate Resource Languages. - Shabnam Tafreshi; Shubham Vatsal; Mona T. Diab (CoRR, 2024)