diff --git a/CHANGELOG.md b/CHANGELOG.md
index 58fd475..e1587d1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Added
 
+- A mapping from the [Penn Chinese Treebank POS tagset](https://verbs.colorado.edu/chinese/posguide.3rd.ch.pdf) to USAS core POS tagset.
+- In the documentation it clarifies that we used the [Universal Dependencies Treebank](https://universaldependencies.org/u/pos/) version of the UPOS tagset rather than the original version from the [paper by Petrov et al. 2012](http://www.lrec-conf.org/proceedings/lrec2012/pdf/274_Paper.pdf).
+- The usage documentation, for the "How-to Tag Text", has been updated so that the Chinese example includes using POS information.
 - A `CHANGELOG` file has been added. The format of the `CHANGELOG` file will now be used for the formats of all current and future GitHub release notes. For more information on the `CHANGELOG` file format see [Keep a Changelog.](https://keepachangelog.com/en/1.0.0/)
 
 ## [v0.1.0](https://github.com/UCREL/pymusas/releases/tag/v0.1.0) - 2021-12-07
diff --git a/docs/docs/api/pos_mapper.md b/docs/docs/api/pos_mapper.md
index aba9877..bc75852 100644
--- a/docs/docs/api/pos_mapper.md
+++ b/docs/docs/api/pos_mapper.md
@@ -10,9 +10,18 @@
 
 
 - __UPOS\_TO\_USAS\_CORE__ : `Dict[str, List[str]]` <br/>
-    A mapping from the [Universal Part Of Speech (UPOS) tagset](http://www.lrec-conf.org/proceedings/lrec2012/pdf/274_Paper.pdf)
-    to the USAS core tagset. UPOS is used by the
-    [Universal Dependencies Tree Bank.](https://universaldependencies.org/u/pos/)
+    A mapping from the Universal Part Of Speech (UPOS) tagset to the USAS core tagset. The UPOS tagset used
+    here is the same as that used by the [Universal Dependencies Treebank project](https://universaldependencies.org/u/pos/).
+    This is slightly different to the original presented in the
+    [paper by Petrov et al. 2012](http://www.lrec-conf.org/proceedings/lrec2012/pdf/274_Paper.pdf),
+    for this original tagset see the following [GitHub repository](https://github.com/slavpetrov/universal-pos-tags).
+
+- __PENN\_CHINESE\_TREEBANK\_TO\_USAS\_CORE__ : `Dict[str, List[str]]` <br/>
+    A mapping from the [Penn Chinese Treebank tagset](https://verbs.colorado.edu/chinese/posguide.3rd.ch.pdf)
+    to the USAS core tagset. The Penn Chinese Treebank tagset here is slightly different to the original
+    as it contains three extra tags, `X`, `URL`, and `INF`, that appear to be unique to
+    the [spaCy Chinese models](https://spacy.io/models/zh). For more information on how this mapping was
+    created, see the following [GitHub issue](https://github.com/UCREL/pymusas/issues/19).
 
 <a id="pymusas.pos_mapper.UPOS_TO_USAS_CORE"></a>
 
@@ -27,6 +36,19 @@ UPOS_TO_USAS_CORE: Dict[str, List[str]] = {
     'CCONJ': ['c ...
 ```
 
+<a id="pymusas.pos_mapper.PENN_CHINESE_TREEBANK_TO_USAS_CORE"></a>
+
+#### PENN\_CHINESE\_TREEBANK\_TO\_USAS\_CORE
+
+```python
+PENN_CHINESE_TREEBANK_TO_USAS_CORE: Dict[str, List[str]] = {
+    'AS': ['part'],
+    'DEC': ['part'],
+    'DEG': ['part'],
+    'DER': ['part'],
+    'DEV': ['pa ...
+```
+
 <a id="pymusas.pos_mapper.upos_to_usas_core"></a>
 
 ### upos\_to\_usas\_core
diff --git a/docs/docs/usage/how_to/tag_text.md b/docs/docs/usage/how_to/tag_text.md
index 56e26fc..3ea9d71 100644
--- a/docs/docs/usage/how_to/tag_text.md
+++ b/docs/docs/usage/how_to/tag_text.md
@@ -18,7 +18,7 @@ python -m spacy download zh_core_web_sm
 Then create the tagger, in a Python script:
 
 :::note
-Currently there is not lemmatisation component in the spaCy pipeline for Chinese.
+Currently there is no lemmatisation component in the spaCy pipeline for Chinese.
 :::
 
 ``` python
diff --git a/pymusas/pos_mapper.py b/pymusas/pos_mapper.py
index 686a019..e52ad60 100644
--- a/pymusas/pos_mapper.py
+++ b/pymusas/pos_mapper.py
@@ -2,10 +2,18 @@
 # Attributes
 
 UPOS_TO_USAS_CORE: `Dict[str, List[str]]`
-    A mapping from the [Universal Part Of Speech (UPOS) tagset](http://www.lrec-conf.org/proceedings/lrec2012/pdf/274_Paper.pdf)
-    to the USAS core tagset. UPOS is used by the
-    [Universal Dependencies Tree Bank.](https://universaldependencies.org/u/pos/)
+    A mapping from the Universal Part Of Speech (UPOS) tagset to the USAS core tagset. The UPOS tagset used
+    here is the same as that used by the [Universal Dependencies Treebank project](https://universaldependencies.org/u/pos/).
+    This is slightly different to the original presented in the
+    [paper by Petrov et al. 2012](http://www.lrec-conf.org/proceedings/lrec2012/pdf/274_Paper.pdf),
+    for this original tagset see the following [GitHub repository](https://github.com/slavpetrov/universal-pos-tags).
 
+PENN_CHINESE_TREEBANK_TO_USAS_CORE: `Dict[str, List[str]]`
+    A mapping from the [Penn Chinese Treebank tagset](https://verbs.colorado.edu/chinese/posguide.3rd.ch.pdf)
+    to the USAS core tagset. The Penn Chinese Treebank tagset here is slightly different to the original
+    as it contains three extra tags, `X`, `URL`, and `INF`, that appear to be unique to
+    the [spaCy Chinese models](https://spacy.io/models/zh). For more information on how this mapping was
+    created, see the following [GitHub issue](https://github.com/UCREL/pymusas/issues/19).
 '''
 from typing import Dict, List
 
@@ -30,6 +38,45 @@ UPOS_TO_USAS_CORE: Dict[str, List[str]] = {
     'X': ['fw', 'xx']
 }
 
+PENN_CHINESE_TREEBANK_TO_USAS_CORE: Dict[str, List[str]] = {
+    'AS': ['part'],
+    'DEC': ['part'],
+    'DEG': ['part'],
+    'DER': ['part'],
+    'DEV': ['part'],
+    'ETC': ['part'],
+    'LC': ['part'],
+    'MSP': ['part'],
+    'SP': ['part'],
+    'BA': ['fw', 'xx'],
+    'FW': ['fw', 'xx'],
+    'IJ': ['intj'],
+    'LB': ['fw', 'xx'],
+    'ON': ['fw', 'xx'],
+    'SB': ['fw', 'xx'],
+    'X': ['fw', 'xx'],
+    'URL': ['fw', 'xx'],
+    'INF': ['fw', 'xx'],
+    'NN': ['noun'],
+    'NR': ['pnoun'],
+    'NT': ['noun'],
+    'VA': ['verb'],
+    'VC': ['verb'],
+    'VE': ['verb'],
+    'VV': ['verb'],
+    'CD': ['num'],
+    'M': ['num'],
+    'OD': ['num'],
+    'DT': ['det', 'art'],
+    'CC': ['conj'],
+    'CS': ['conj'],
+    'AD': ['adv'],
+    'JJ': ['adj'],
+    'P': ['prep'],
+    'PN': ['pron'],
+    'PU': ['punc']
+}
+
 
 def upos_to_usas_core(upos_tag: str) -> List[str]:
     '''

diff --git a/tests/test_pos_mapper.py b/tests/test_pos_mapper.py
index c7a6e5a..9110a53 100644
--- a/tests/test_pos_mapper.py
+++ b/tests/test_pos_mapper.py
@@ -1,4 +1,4 @@
-from pymusas.pos_mapper import upos_to_usas_core
+from pymusas.pos_mapper import PENN_CHINESE_TREEBANK_TO_USAS_CORE, upos_to_usas_core
 
 
 def test_upos_to_usas_core() -> None:
@@ -14,3 +14,47 @@ def test_upos_to_usas_core() -> None:
         assert usas_tags != []
         for usas_tag in usas_tags:
             assert usas_tag.lower() == usas_tag
+
+
+def test_penn_chinese_to_usas_core() -> None:
+    assert len(PENN_CHINESE_TREEBANK_TO_USAS_CORE) == 36
+    penn_chinese_treebank_mapping = {'VA': ['verb'],
+                                     'VC': ['verb'],
+                                     'VE': ['verb'],
+                                     'VV': ['verb'],
+                                     'NR': ['pnoun'],
+                                     'NT': ['noun'],
+                                     'NN': ['noun'],
+                                     'LC': ['part'],
+                                     'PN': ['pron'],
+                                     'DT': ['det', 'art'],
+                                     'CD': ['num'],
+                                     'OD': ['num'],
+                                     'M': ['num'],
+                                     'AD': ['adv'],
+                                     'P': ['prep'],
+                                     'CC': ['conj'],
+                                     'CS': ['conj'],
+                                     'DEC': ['part'],
+                                     'DEG': ['part'],
+                                     'DER': ['part'],
+                                     'DEV': ['part'],
+                                     'SP': ['part'],
+                                     'AS': ['part'],
+                                     'ETC': ['part'],
+                                     'MSP': ['part'],
+                                     'IJ': ['intj'],
+                                     'ON': ['fw', 'xx'],
+                                     'PU': ['punc'],
+                                     'JJ': ['adj'],
+                                     'FW': ['fw', 'xx'],
+                                     'LB': ['fw', 'xx'],
+                                     'SB': ['fw', 'xx'],
+                                     'BA': ['fw', 'xx'],
+                                     'INF': ['fw', 'xx'],
+                                     'URL': ['fw', 'xx'],
+                                     'X': ['fw', 'xx']}
+    assert 36 == len(penn_chinese_treebank_mapping)
+
+    for chinese_penn_tag, usas_core_tag in PENN_CHINESE_TREEBANK_TO_USAS_CORE.items():
+        assert penn_chinese_treebank_mapping[chinese_penn_tag] == usas_core_tag

Chinese Penn Treebank POS tagset mapping
The [Chinese spaCy model](https://spacy.io/models/zh) outputs POS tags that come from the Chinese treebank tagset rather than the Universal POS tagset. This therefore requires a mapping from the Chinese treebank tagset to the USAS core tagset to be able to use the POS tagger within the Chinese spaCy model for the [USASRuleBasedTagger](https://ucrel.github.io/pymusas/api/spacy_api/taggers/rule_based) if we would like to make the most of the POS information within the [Chinese USAS lexicon.](https://raw.githubusercontent.com/UCREL/Multilingual-USAS/master/Chinese/semantic_lexicon_chi.tsv)

A solution to this is to take the mapping from the Universal POS (UPOS) tagset for mapping between the Chinese treebank tagset to the UPOS tagset, of which the mapping can be found [here](https://github.com/slavpetrov/universal-pos-tags/blob/master/zh-ctb6.map) and swap the UPOS tags in that mapping to USAS core tagsets using the mapping we have current for [UPOS to USAS core](https://github.com/UCREL/pymusas/blob/main/pymusas/pos_mapper.py#L13).
tests/test_pos_mapper.py::test_upos_to_usas_core tests/test_pos_mapper.py::test_penn_chinese_to_usas_core