WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories

no code implementations • WASSA (ACL) 2022 • Valentin Barriere, Shabnam Tafreshi, João Sedoc, Sawsan Alqahtani

This paper presents the results that were obtained from WASSA 2022 shared task on predicting empathy, emotion, and personality in reaction to news stories.

WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories

no code implementations • EACL (WASSA) 2021 • Shabnam Tafreshi, Orphee De Clercq, Valentin Barriere, Sven Buechel, João Sedoc, Alexandra Balahur

This paper presents the results that were obtained from the WASSA 2021 shared task on predicting empathy and emotions.

GWU NLP Lab at SemEval-2019 Task 3 : EmoContext: Effectiveness ofContextual Information in Models for Emotion Detection inSentence-level at Multi-genre Corpus

no code implementations • SEMEVAL 2019 • Shabnam Tafreshi, Mona Diab

Our aim is to build a robust emotion classifier that can generalize emotion detection, which is to learn emotion cues in a noisy training environment.

Word Embeddings

GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus

no code implementations • 23 May 2019 • Shabnam Tafreshi, Mona Diab

In this paper we present an emotion classifier model submitted to the SemEval-2019 Task 3: EmoContext.

General Classification Word Embeddings

The ARIEL-CMU Systems for LoReHLT18

no code implementations • 24 Feb 2019 • Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J. Jansen, Yiming Yang, Lori Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard Hovy, Alan W. black, Jaime Carbonell, Graham V. Horwood, Shabnam Tafreshi, Mona Diab, Efsun S. Kayi, Noura Farra, Kathleen McKeown

This paper describes the ARIEL-CMU submissions to the Low Resource Human Language Technologies (LoReHLT) 2018 evaluations for the tasks Machine Translation (MT), Entity Discovery and Linking (EDL), and detection of Situation Frames in Text and Speech (SF Text and Speech).

Machine Translation Translation

Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning

no code implementations • COLING 2018 • Shabnam Tafreshi, Mona Diab

Detection and classification of emotion categories expressed by a sentence is a challenging task due to subjectivity of emotion.

General Classification Multi-Task Learning

Sentence and Clause Level Emotion Annotation, Detection, and Classification in a Multi-Genre Corpus

no code implementations • LREC 2018 • Shabnam Tafreshi, Mona Diab

Emotion Classification Emotion Recognition +1