Gavin Abercrombie
Gavin Abercrombie has 2 papers in our library, in 2016–2023, most of them on Sentiment & emotion; often with Alexandra Uma, Barbara Plank, Dina Almanea.
OpenAlex · ORCID · h-index 18 · 102 works · 989 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 91 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4737
Affiliations
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workExperimental and Cognitive Psychology · 1 workPsychology · 1 work
🧭 Topics 1Research subjects and languages the work is about.Sentiment & emotion · 1 work
Works by year
2020s
2010s
Papers
- SemEval-2023 Task 11: Learning with Disagreements (LeWiDi) (2023 · 100 citations)
Annotators of subjective NLP tasks such as hate speech or offensiveness detection often disagree, and merging their labels into one "gold" answer misrepresents the data. - Putting Sarcasm Detection into Context: The Effects of Class Imbalance and Manual Labelling on Supervised Machine Classification of Twitter Conversations (2016 · 85 citations)
The paper argues that typical sarcasm detection experiments are unrealistic in two ways. They use evenly split datasets even though sarcasm is uncommon, and they rely on hashtags like #sarcasm as labels, which are noisy and capture only some kinds of sarcasm. To test how much these choices matter, the authors built a…
All works
- SemEval-2023 Task 11: Learning with Disagreements (LeWiDi)International Workshop on Semantic Evaluation (SemEval)Elisa Leonardelli, Gavin Abercrombie, Dina Almanea, et al.2023 · 100 citations
- Putting Sarcasm Detection into Context: The Effects of Class Imbalance and Manual Labelling on Supervised Machine Classification of Twitter ConversationsACL Student Research WorkshopGavin Abercrombie, Dirk Hovy2016 · 85 citations
- A Rule-based Shallow-transfer Machine Translation System for Scots and EnglishProceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16) · original ↗ · no summary yetAbercrombie, Gavin2016 · 3 citations
- Counterspeech Generation using Small Language ModelsProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop) · original ↗ · no summary yetAbubakar Sadiq Muhammad, Simona Frenda, Gavin Abercrombie2026
Co-authors here
- Alexandra Uma
- Barbara Plank
- Dina Almanea
- Dirk Hovy
- Elisa Leonardelli
- Massimo Poesio
- Tommaso Fornaciari
- Valerio Basile
- Verena Rieser
Venues
- ACL Student Research Workshop: ACL Student Research Workshop 2016
- International Workshop on Semantic Evaluation (SemEval): SemEval 2023
- Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
- Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)
Cited by
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