diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0e66ae19..b7791ac0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,12 +8,13 @@
 * Remove deprecated ``cache`` parameter from ``create()``.
 * Use ``base._ensure_key()`` in ``_build_key()`` to ensure consistency of enum
 keys between different Python versions. [#633](https://github.com/aio-libs/aiocache/issues/633) -- Padraic Shafer
-* Improved support for ``build_key(key, namespace)`` [#569](https://github.com/aio-libs/aiocache/issues/569) - Padraic Shafer
+* Improved support for ``build_key(key, namespace)`` [#569](https://github.com/aio-libs/aiocache/issues/569) -- Padraic Shafer
     * `BaseCache.build_key` uses `namespace` argument if provided,
     otherwise it uses `self.namespace`.
     * Cache locks use `client.build_key` rather than `client._build_key`.
     * Include examples of using a custom `key_builder` when creating a cache.
     * Warn when decorator parameters are unused because alias takes precedence.
+* Clarify `__init__` params for decorator `multi_cached` [#636](https://github.com/aio-libs/aiocache/issues/636) -- Padraic Shafer
 
 ## 0.11.1 (2019-07-31)
 
diff --git a/aiocache/decorators.py b/aiocache/decorators.py
index f7f5887c..db97319e 100644
--- a/aiocache/decorators.py
+++ b/aiocache/decorators.py
@@ -235,18 +235,26 @@ def _get_args_dict(func, args, kwargs):
 class multi_cached:
     """
     Only supports functions that return dict-like structures. This decorator caches each key/value
-    of the dict-like object returned by the function. Note that in this decorator, the function
-    name is not prefixed in the key when stored so, if there is another function returning a dict
-    with same keys, they will be overwritten. To avoid this, use a specific namespace in each
-    cache decorator or pass a key_builder.
+    of the dict-like object returned by the function. The keys of the returned data should match
+    or be mappable to a sequence or iterable that is passed as an argument to the decorated
+    callable. The name of that argument is passed to this decorator via the parameter
+    ``keys_from_attr``. ``keys_from_attr`` can be the name of a positional or keyword argument.
 
-    The cache is available in the function object as ``<function_name>.cache``.
+    If the argument specified by ``keys_from_attr`` is an empty list, the cache will be ignored
+    and the function will be called. If only some of the keys in ``keys_from_attr``are cached
+    (and ``cache_read`` is True) those values will be fetched from the cache, and only the
+    uncached keys will be passed to the callable via the argument specified by ``keys_from_attr``.
+
+    By default, the callable's name and call signature are not incorporated into the cache key,
+    so if there is another cached function returning a dict with same keys, those keys will be
+    overwritten. To avoid this, use a specific ``namespace`` in each cache decorator or pass a
+    ``key_builder``.
 
-    If key_builder is passed, before storing the key, it will be transformed according to the
-    output of the function.
+    If ``key_builder`` is passed, then the values of ``keys_from_attr`` will be transformed
+    before requesting them from the cache. Equivalently, the keys in the dict-like mapping
+    returned by the decorated callable will be transformed before storing them in the cache.
 
-    If the attribute specified to be the key is an empty list, the cache will be ignored and
-    the function will be called as expected.
+    The cache is available in the function object as ``<function_name>.cache``.
 
     Only one cache instance is created per decorated function. If you expect high concurrency
     of calls to the same function, you should adapt the pool size as needed.
@@ -262,13 +270,16 @@ class multi_cached:
                                        value in the cache to be written. If set to False, the write
                                        happens in the background. Enabled by default
 
-    :param keys_from_attr: arg or kwarg name from the function containing an iterable to use
-        as keys to index in the cache.
+    :param keys_from_attr: name of the arg or kwarg in the decorated callable that contains
+        an iterable that corresponds to the keys returned by the decorated callable.
     :param namespace: string to use as default prefix for the key used in all operations of
         the backend. Default is None
-    :param key_builder: Callable that allows to build the function dynamically. It receives
-        the function plus same args and kwargs passed to the function.
-        This behavior is necessarily different than ``BaseCache.build_key()``
+    :param key_builder: Callable that enables mapping the ``keys_from_attr`` keys to the keys
+        in the dict-like structure that is returned by the callable; executed before accessing
+        the cache for storage/retrieval. Receives a key from the iterable corresponding to
+        ``keys_from_attr``, the callable, and the positional and keyword arguments that were
+        passed to the decorated callable. This behavior is necessarily different than both
+        ``BaseCache.build_key()`` and the call signature differs from ``cached.key_builder``.
     :param ttl: int seconds to store the keys. Default is 0 which means no expiration.
     :param cache: cache class to use when calling the ``multi_set``/``multi_get`` operations.
         Default is :class:`aiocache.SimpleMemoryCache`.