Update README.md

README.md

@@ -1,3 +1,43 @@
 ---
 license: cc
+configs:
+- config_name: phase_1
+  data_files: phasse_1.json
+- config_name: phase_2
+  data_files: phase_.json
+task_categories:
+- translation
+language:
+- en
+- cs
+tags:
+- post editing
+size_categories:
+- 1K<n<10K
 ---
+
+# Neural Machine Translation Quality and Post-Editing Performance
+
+This is a repository for an experiment relating NMT quality and post-editing efforts, presented at EMNLP2021 ([presentation recording](https://youtu.be/rCuoUbmJ5Uk)).
+Please cite the following [paper](https://aclanthology.org/2021.emnlp-main.801/) when you use this research:
+
+```
+@inproceedings{zouhar2021neural,
+  title={Neural Machine Translation Quality and Post-Editing Performance},
+  author={Zouhar, Vil{\'e}m and Popel, Martin and Bojar, Ond{\v{r}}ej and Tamchyna, Ale{\v{s}}},
+  booktitle={Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
+  pages={10204--10214},
+  year={2021},
+  url={https://aclanthology.org/2021.emnlp-main.801/}
+}
+```
+
+You can [access the data on huggingface](https://huggingface.co/datasets/zouharvi/nmt-pe-effects):
+```python3
+from datasets import load_dataset
+data_p1 = load_dataset("zouharvi/nmt-pe-effects", "phase_1")
+data_p2 = load_dataset("zouharvi/nmt-pe-effects", "phase_2")
+```
+
+The first phase is the main one where we can see the effect of NMT quality on post-editing time.
+The second phase is to estimate the quality of the first post-editing round.