← Authors

Beatrice Alex

24 papers · 2005–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸƒ Academic Marathon (20) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (34) 🌍 Conference Polyglot (7) 🧬 Topic Evolution πŸ’Ž Century Club (24) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (85) πŸ”₯ Unstoppable (5)

Conferences

NAACL (6) COLING (5) EMNLP (5) ACL (3) CONLL (2) SEMEVAL (2) INTERSPEECH (1)

Top co-authors

Pasquale Minervini (5) Luke Daines (4) Aryo Gema (4) Benjamin Bach (3) Amit Dubey (2) Anna Kazantseva (2) Honghan Wu (2) MatΓΊΕ‘ Falis (2) Lucy Havens (2) Stefania Degaetano-Ortlieb (2)

Research topics

Applications (1) Education (1)

Keywords

text classification (4) parameter-efficient fine-tuning (3) large language model (3) icd coding (2) natural language inference (2) few-shot learning (2) adapter merging (2) low-resource language (2) natural language processing (2) domain adaptation (1) data augmentation (1) online learning (1) in-context learning (1) prompt engineering (1) zero-shot learning (1) text mining (1) multi-label classification (1) hierarchical classification (1) multimodal learning (1) language modeling (1)

Papers

Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ACL 2025
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations EMNLP 2025
Synthesising a Corpus of Gaelic Traditional Narrative with Cross-Lingual Text Expansion COLING 2025
Testing and Adapting the Representational Abilities of Large Language Models on Folktales in Low-Resource Languages EMNLP 2024
Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints NAACL 2024
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 SEMEVAL 2024
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 NAACL 2024
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain NAACL 2024
Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022
Uncertainty and Inclusivity in Gender Bias Annotation: An Annotation Taxonomy and Annotated Datasets of British English Text NAACL 2022
Edinburgh_UCL_Health@SMM4H’22: From Glove to Flair for handling imbalanced healthcare corpora related to Adverse Drug Events, Change in medication and self-reporting vaccination COLING 2022
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification EMNLP 2021
The Online Pivot: Lessons Learned from Teaching a Text and Data Mining Course in Lockdown, Enhancing online Teaching with Pair Programming and Digital Badges NAACL 2021
Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Research COLING 2020
Not a cute stroke: Analysis of Rule- and Neural Network-based Information Extraction Systems for Brain Radiology Reports EMNLP 2020
Enhanced Labelling in Active Learning for Coreference Resolution COLING 2020
Proceedings of the 3rd Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature NAACL 2019
Detecting Topic-Oriented Speaker Stance in Conversational Speech INTERSPEECH 2019
Proceedings of the Second Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature COLING 2018
Edinburgh-LTG: TempEval-2 System Description SEMEVAL 2010
Using Foreign Inclusion Detection to Improve Parsing Performance CONLL 2007
Using Foreign Inclusion Detection to Improve Parsing Performance EMNLP 2007
Investigating the Effects of Selective Sampling on the Annotation Task CONLL 2005
An Unsupervised System for Identifying English Inclusions in German Text ACL 2005