Update docs

yzhangcs · yzhangcs · commit 25158558160d · 2021-10-25T20:32:51.000+08:00
diff --git a/docs/source/index.rst b/docs/source/index.rst
@@ -4,7 +4,7 @@
    contain the root `toctree` directive.
 
 SuPar
-===============================================================================
+================================================================
 
 .. image:: https://github.com/yzhangcs/parser/workflows/build/badge.svg
    :alt: build
@@ -22,7 +22,7 @@ SuPar
    :alt: LICENSE
    :target: https://github.com/yzhangcs/parser/blob/master/LICENSE
 
-A Python package that includes many state-of-the-art syntactic/semantic parsers (with pretrained models for more than 19 languages), as well as highly-parallelized implementations of several well-known and effective structured prediction algorithms.
+A Python package designed for structured prediction, including reproductions of many state-of-the-art syntactic/semantic parsers (with pretrained models for more than 19 languages), and highly-parallelized implementations of several well-known structured prediction algorithms.
 
 .. toctree::
    :maxdepth: 2
@@ -43,3 +43,9 @@ Indices and tables
 * :ref:`modindex`
 * :ref:`search`
 
+Acknowledge
+================================================================
+
+The implementations of structured distributions and semirings are heavily borrowed from torchstruct_ with some tailoring.
+
+.. _torchstruct: https://github.com/harvardnlp/pytorch-struct
diff --git a/docs/source/refs.bib b/docs/source/refs.bib
@@ -242,7 +242,7 @@ @inbook{eisner-2000-bilexical
   publisher = {Springer Netherlands},
   address   = {Dordrecht},
   pages     = {29--61},
-  url       = {https://link.springer.com/chapter/10.1007%2F978-94-015-9470-7_3}
+  url       = {https://www.cs.jhu.edu/~jason/papers/eisner.iwptbook00.pdf}
 }
 
 @inproceedings{stern-etal-2017-minimal,

Original file line number	Diff line number	Diff line change
`@@ -242,7 +242,7 @@ @inbook{eisner-2000-bilexical`
`242`	`242`	`publisher = {Springer Netherlands},`
`243`	`243`	`address = {Dordrecht},`
`244`	`244`	`pages = {29--61},`
`245`		`- url = {https://link.springer.com/chapter/10.1007%2F978-94-015-9470-7_3}`
	`245`	`+ url = {https://www.cs.jhu.edu/~jason/papers/eisner.iwptbook00.pdf}`
`246`	`246`	`}`
`247`	`247`
`248`	`248`	`@inproceedings{stern-etal-2017-minimal,`