Dimitra Gkatzia
Artificial Intelligence · 2015–2022
A researcher in the Science corpus: 5 papers; trusts 3 researchers and is trusted by 12 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 85 citations into it; #12,453 of 35,345 by trust here, #14,438 by citations
- Natural Language Processing — 71 citations into it; #2,830 of 5,688 by trust here, #2,497 by citations
- Evaluation & Benchmarks — 56 citations into it; #1,507 of 3,147 by trust here, #1,574 by citations
Whom Dimitra Gkatzia trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Dimitra Gkatzia overall
- Jekaterina Novikova
- Ondrej Dusek
- Or Biran
- Chris van der Lee
- Wojciech Kryscinski
- Verena Rieser
- Sebastian Gehrmann
- Courtenay V. Cotton
- Albert Gatt
- Emiel van Miltenburg
Papers from Dimitra Gkatzia's perspective
Ordered by how strongly the researchers Dimitra Gkatzia trusts endorse each paper. Same corpus, a different order for every researcher.
- Bleu: a Method for Automatic Evaluation of Machine Translation
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Comparing Automatic and Human Evaluation of NLG Systems
- RankME: Reliable Human Ratings for Natural Language Generation
- Why We Need New Evaluation Metrics for NLG
- SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
- Best practices for the human evaluation of automatically generated text
- Attention is All you Need (Neural Information Processing Systems)
- Model Cards for Model Reporting
- Findings of the E2E NLG Challenge
Their papers
- GEMv2: Multilingual NLG Benchmarking in a Single Line of Code (2022) — 43 citations
- A Snapshot of NLG Evaluation Practices 2005 - 2014 (2015) — 58 citations
- Natural Language Generation enhances human decision-making with uncertain information (2016) — 62 citations
- Underreporting of errors in NLG output, and what to do about it (2021) — 42 citations
- Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions (2020) — 263 citations