Search Results for author: Roxana Girju

Found 18 papers, 2 papers with code

Design Considerations for an NLP-Driven Empathy and Emotion Interface for Clinician Training via Telemedicine

no code implementations NAACL (HCINLP) 2022 Roxana Girju, Marina Girju

As digital social platforms and mobile technologies become more prevalent and robust, the use of Artificial Intelligence (AI) in facilitating human communication will grow.

Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity

1 code implementation NAACL 2022 John Harvill, Roxana Girju, Mark Hasegawa-Johnson

In this paper we focus on patterns of colexification (co-expressions of form-meaning mapping in the lexicon) as an aspect of lexical-semantic organization, and use them to build large scale synset graphs across BabelNet’s typologically diverse set of 499 world languages.

Semantic Similarity Semantic Textual Similarity

Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion

no code implementations18 Aug 2023 Yerong Li, Roxana Girju

In this paper, we present a multi-faceted approach that integrates representative examples and through co-set expansion.

Classification Relation +1

Investigating Stylistic Profiles for the Task of Empathy Classification in Medical Narrative Essays

no code implementations3 Feb 2023 Priyanka Dey, Roxana Girju

One important aspect of language is how speakers generate utterances and texts to convey their intended meanings.

Adaptive Multimodal and Multisensory Empathic Technologies for Enhanced Human Communication

no code implementations24 Oct 2021 Roxana Girju

As digital social platforms and mobile technologies are becoming more prevalent and robust, the use of Artificial Intelligence (AI) in facilitating human communication will grow.

Exploring the Sensory Spaces of English Perceptual Verbs in Natural Language Data

1 code implementation19 Oct 2021 Roxana Girju, David Peng

In this study, we explore how language captures the meaning of words, in particular meaning related to sensory experiences learned from statistical distributions across texts.

Word Embeddings

Inter-Sense: An Investigation of Sensory Blending in Fiction

no code implementations19 Oct 2021 Roxana Girju, Charlotte Lambert

This study reports on the semantic organization of English sensory descriptors of the five basic senses of sight, hearing, touch, taste, and smell in a large corpus of over 8, 000 fiction books.

Word Embeddings

UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models

no code implementations SEMEVAL 2018 Abhishek Avinash Narwekar, Roxana Girju

Our submission to the SemEval-2018 Task1: Affect in Tweets shared task competition is a supervised learning model relying on standard lexicon features coupled with word embedding features.

General Classification Ordinal Classification +1

YADAC: Yet another Dialectal Arabic Corpus

no code implementations LREC 2012 Rania Al-Sabbagh, Roxana Girju

This paper presents the first phase of building YADAC ― a multi-genre Dialectal Arabic (DA) corpus ― that is compiled using Web data from microblogs (i. e. Twitter), blogs/forums and online knowledge market services in which both questions and answers are user-generated.

Chunking Dialect Identification +4

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