An Error-Oriented Approach to Word Embedding Pre-Training. - Youmna Farag; Marek Rei; Ted Briscoe (BEA@EMNLP, 2017)

Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input. - Youmna Farag; Helen Yannakoudakis; Ted Briscoe (NAACL-HLT, 2018)

Multi-Task Learning for Coherence Modeling. - Youmna Farag; Helen Yannakoudakis (ACL (1), 2019)

Analyzing Neural Discourse Coherence Models. - Youmna Farag; Josef Valvoda; Helen Yannakoudakis; Ted Briscoe (CoRR, 2020)

Neural approaches to discourse coherence : modeling, evaluation and application - Youmna Farag (2020)

Opening up Minds with Argumentative Dialogues. - Youmna Farag; Charlotte O. Brand; Jacopo Amidei; Paul Piwek; Tom Stafford 002; Svetlana Stoyanchev; Andreas Vlachos 001 (EMNLP (Findings), 2022)

An LLM Feature-based Framework for Dialogue Constructiveness Assessment. - Lexin Zhou; Youmna Farag; Andreas Vlachos 001 (EMNLP, 2024)

WHISMA: A Speech-LLM to Perform Zero-Shot Spoken Language Understanding. - Mohan Li; Cong-Thanh Do; Simon Keizer; Youmna Farag; Svetlana Stoyanchev; Rama Doddipatla (SLT, 2024)

Conditional Multi-Stage Failure Recovery for Embodied Agents. - Youmna Farag; Svetlana Stoyanchev; Mohan Li; Simon Keizer; Rama Doddipatla (CoRR, 2025)