model card improvements (#7221)

scripts/fsmt/gen-card-allenai-wmt16.py

@@ -33,7 +33,7 @@ tags:
 - translation
 - wmt16
 - allenai
-license: Apache 2.0
+license: apache-2.0
 datasets:
 - wmt16
 metrics:
@@ -54,16 +54,6 @@ All 3 models are available:
 * [wmt16-en-de-dist-6-1](https://huggingface.co/allenai/wmt16-en-de-dist-6-1)
 * [wmt16-en-de-12-1](https://huggingface.co/allenai/wmt16-en-de-12-1)
 
-```
-@misc{{kasai2020deep,
-    title={{Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation}},
-    author={{Jungo Kasai and Nikolaos Pappas and Hao Peng and James Cross and Noah A. Smith}},
-    year={{2020}},
-    eprint={{2006.10369}},
-    archivePrefix={{arXiv}},
-    primaryClass={{cs.CL}}
-}}
-```
 
 ## Intended uses & limitations
 
@@ -122,6 +112,21 @@ PYTHONPATH="src:examples/seq2seq" python examples/seq2seq/run_eval.py allenai/{m
 
 - [training, etc.](http://www.statmt.org/wmt16/)
 - [test set](http://matrix.statmt.org/test_sets/newstest2016.tgz?1504722372)
+
+
+### BibTeX entry and citation info
+
+```
+@misc{{kasai2020deep,
+    title={{Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation}},
+    author={{Jungo Kasai and Nikolaos Pappas and Hao Peng and James Cross and Noah A. Smith}},
+    year={{2020}},
+    eprint={{2006.10369}},
+    archivePrefix={{arXiv}},
+    primaryClass={{cs.CL}}
+}}
+```
+
 """
     model_card_dir.mkdir(parents=True, exist_ok=True)
     path = os.path.join(model_card_dir, "README.md")

scripts/fsmt/gen-card-allenai-wmt19.py

@@ -33,7 +33,7 @@ tags:
 - translation
 - wmt19
 - allenai
-license: Apache 2.0
+license: apache-2.0
 datasets:
 - wmt19
 metrics:
@@ -53,16 +53,6 @@ For more details, please, see [Deep Encoder, Shallow Decoder: Reevaluating the S
 * [wmt19-de-en-6-6-big](https://huggingface.co/allenai/wmt19-de-en-6-6-big)
 * [wmt19-de-en-6-6-base](https://huggingface.co/allenai/wmt19-de-en-6-6-base)
 
-```
-@misc{{kasai2020deep,
-    title={{Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation}},
-    author={{Jungo Kasai and Nikolaos Pappas and Hao Peng and James Cross and Noah A. Smith}},
-    year={{2020}},
-    eprint={{2006.10369}},
-    archivePrefix={{arXiv}},
-    primaryClass={{cs.CL}}
-}}
-```
 
 ## Intended uses & limitations
 
@@ -119,6 +109,21 @@ PYTHONPATH="src:examples/seq2seq" python examples/seq2seq/run_eval.py allenai/{m
 
 - [training, etc.](http://www.statmt.org/wmt19/)
 - [test set](http://matrix.statmt.org/test_sets/newstest2019.tgz?1556572561)
+
+
+### BibTeX entry and citation info
+
+```
+@misc{{kasai2020deep,
+    title={{Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation}},
+    author={{Jungo Kasai and Nikolaos Pappas and Hao Peng and James Cross and Noah A. Smith}},
+    year={{2020}},
+    eprint={{2006.10369}},
+    archivePrefix={{arXiv}},
+    primaryClass={{cs.CL}}
+}}
+```
+
 """
     model_card_dir.mkdir(parents=True, exist_ok=True)
     path = os.path.join(model_card_dir, "README.md")

scripts/fsmt/gen-card-facebook-wmt19.py

@@ -34,7 +34,7 @@ tags:
 - translation
 - wmt19
 - facebook
-license: Apache 2.0
+license: apache-2.0
 datasets:
 - wmt19
 metrics:
@@ -118,6 +118,19 @@ note: fairseq reports using a beam of 50, so you should get a slightly higher sc
 - [training, etc.](http://www.statmt.org/wmt19/)
 - [test set](http://matrix.statmt.org/test_sets/newstest2019.tgz?1556572561)
 
+
+### BibTeX entry and citation info
+
+```bibtex
+@inproceedings{{...,
+  year={{2020}},
+  title={{Facebook FAIR's WMT19 News Translation Task Submission}},
+  author={{Ng, Nathan and Yee, Kyra and Baevski, Alexei and Ott, Myle and Auli, Michael and Edunov, Sergey}},
+  booktitle={{Proc. of WMT}},
+}}
+```
+
+
 ## TODO
 
 - port model ensemble (fairseq uses 4 model checkpoints)