Roxana Girju

18 papers · 2000–2022 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (22) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 💎 Century Club (18) 🚀 Conference Pioneer

Conferences

NAACL (5) ACL (3) EMNLP (3) SEMEVAL (3) CONLL (2) COLING (1) IJCNLP (1)

Top co-authors

Dan Moldovan (4) Michael Paul (3) Vasile Rus (3) Rada Mihalcea (2) Marius Pasca (2) Sanda Harabagiu (2) Brandon Beamer (2) Rania Al-Sabbagh (2) Jana Diesner (2) Chen Li (1)

Keywords

emotion recognition (2) lexical semantics (1) cross-lingual transfer (1) graph representation (1) graph embedding (1) semantic similarity (1) recurrent neural network (1) gradient boosted tree (1) word embedding (1) random forest (1) frame semantics (1) empathy classification (1) synset embedding (1) colexification graph (1) transformer model (1) neural network (1) empathy interface (1) clinician training (1) adaptive interface (1) empathic ai (1)

Papers

Enriching Deep Learning with Frame Semantics for Empathy Classification in Medical Narrative Essays EMNLP 2022

Design Considerations for an NLP-Driven Empathy and Emotion Interface for Clinician Training via Telemedicine NAACL 2022

Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity NAACL 2022

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

Psycholinguistic Features for Deceptive Role Detection in Werewolf NAACL 2016

3arif: A Corpus of Modern Standard and Egyptian Arabic Tweets Annotated for Epistemic Modality Using Interactive Crowdsourcing COLING 2014

Using the Semantic-Syntactic Interface for Reliable Arabic Modality Annotation IJCNLP 2013

Summarizing Contrastive Viewpoints in Opinionated Text EMNLP 2010

Cross-Cultural Analysis of Blogs and Forums with Mixed-Collection Topic Models EMNLP 2009

Investigating Automatic Alignment Methods for Slide Generation from Academic Papers CONLL 2009

Mining the Web for Reciprocal Relationships CONLL 2009

Improving the Interpretation of Noun Phrases with Cross-linguistic Information ACL 2007

SemEval-2007 Task 04: Classification of Semantic Relations between Nominals SEMEVAL 2007

UIUC: A Knowledge-rich Approach to Identifying Semantic Relations between Nominals SEMEVAL 2007

Learning Semantic Constraints for the Automatic Discovery of Part-Whole Relations NAACL 2003

The Role of Lexico-Semantic Feedback in Open-Domain Textual Question-Answering ACL 2001

Domain-Specific Knowledge Acquisition from Text NAACL 2000

The Structure and Performance of an Open-Domain Question Answering System ACL 2000