23 citations · 37 across the 12 of their papers we have counts for
Showing 2022 · cs.CLShow all
3 papers · 2 filters
cs.CL2022★ 10 cited
Transformers Go for the LOLs: Generating (Humourous) Titles from Scientific Abstracts End-to-End
Yanran Chen, Steffen Eger
We consider the end-to-end abstract-to-title generation problem, exploring seven recent transformer based models (including ChatGPT) fine-tuned on more than 30k abstract-title pair…
cs.CL2022★ 1 cited
MENLI: Robust Evaluation Metrics from Natural Language Inference
Yanran Chen, Steffen Eger
Recently proposed BERT-based evaluation metrics for text generation perform well on standard benchmarks but are vulnerable to adversarial attacks, e.g., relating to information cor…
cs.CL2022
Reproducibility Issues for BERT-based Evaluation Metrics
Yanran Chen, Jonas Belouadi, Steffen Eger
Reproducibility is of utmost concern in machine learning and natural language processing (NLP). In the field of natural language generation (especially machine translation), the se…