diff --git a/apps/language_server/lib/language_server/markdown_utils.ex b/apps/language_server/lib/language_server/markdown_utils.ex
index 053c6ca54..20effa3f8 100644
--- a/apps/language_server/lib/language_server/markdown_utils.ex
+++ b/apps/language_server/lib/language_server/markdown_utils.ex
@@ -105,7 +105,11 @@ defmodule ElixirLS.LanguageServer.MarkdownUtils do
   end
 
   defp get_metadata_entry_md({:implementing_module_app, app}) do
-    "**Behaviour defined in application** #{inspect(app)}"
+    "**Behaviour defined in application** #{to_string(app)}"
+  end
+
+  defp get_metadata_entry_md({:app, app}) do
+    "**Application** #{to_string(app)}"
   end
 
   defp get_metadata_entry_md({:optional, true}) do
diff --git a/apps/language_server/test/providers/completion_test.exs b/apps/language_server/test/providers/completion_test.exs
index 29181f7d0..0d317a657 100644
--- a/apps/language_server/test/providers/completion_test.exs
+++ b/apps/language_server/test/providers/completion_test.exs
@@ -1281,6 +1281,12 @@ defmodule ElixirLS.LanguageServer.Providers.CompletionTest do
                :kind => "markdown",
                "value" => """
                The summary
+
+               **Application** language_server
+
+
+
+
                ```elixir
                @spec add(
                        a_big_name ::
diff --git a/dep_versions.exs b/dep_versions.exs
index 0f34a9758..3fdcaf0a9 100644
--- a/dep_versions.exs
+++ b/dep_versions.exs
@@ -1,5 +1,5 @@
 [
-  elixir_sense: "e4c0282b8c2afa68652227992a223b1a9aab2c54",
+  elixir_sense: "d7b12a11df4bcacfa64afb23b5566e64509b740d",
   dialyxir_vendored: "d50dcd7101c6ebd37b57b7ee4a7888d8cb634782",
   jason_v: "c81537e2a5e1acacb915cf339fe400357e3c2aaa",
   erl2ex_vendored: "073ac6b9a44282e718b6050c7b27cedf9217a12a",
diff --git a/mix.lock b/mix.lock
index b4488cd29..5911c7ea9 100644
--- a/mix.lock
+++ b/mix.lock
@@ -2,7 +2,7 @@
   "benchee": {:hex, :benchee, "1.1.0", "f3a43817209a92a1fade36ef36b86e1052627fd8934a8b937ac9ab3a76c43062", [:mix], [{:deep_merge, "~> 1.0", [hex: :deep_merge, repo: "hexpm", optional: false]}, {:statistex, "~> 1.0", [hex: :statistex, repo: "hexpm", optional: false]}], "hexpm", "7da57d545003165a012b587077f6ba90b89210fd88074ce3c60ce239eb5e6d93"},
   "deep_merge": {:hex, :deep_merge, "1.0.0", "b4aa1a0d1acac393bdf38b2291af38cb1d4a52806cf7a4906f718e1feb5ee961", [:mix], [], "hexpm", "ce708e5f094b9cd4e8f2be4f00d2f4250c4095be93f8cd6d018c753894885430"},
   "dialyxir_vendored": {:git, "https://github.com/elixir-lsp/dialyxir.git", "d50dcd7101c6ebd37b57b7ee4a7888d8cb634782", [ref: "d50dcd7101c6ebd37b57b7ee4a7888d8cb634782"]},
-  "elixir_sense": {:git, "https://github.com/elixir-lsp/elixir_sense.git", "e4c0282b8c2afa68652227992a223b1a9aab2c54", [ref: "e4c0282b8c2afa68652227992a223b1a9aab2c54"]},
+  "elixir_sense": {:git, "https://github.com/elixir-lsp/elixir_sense.git", "d7b12a11df4bcacfa64afb23b5566e64509b740d", [ref: "d7b12a11df4bcacfa64afb23b5566e64509b740d"]},
   "erl2ex_vendored": {:git, "https://github.com/elixir-lsp/erl2ex.git", "073ac6b9a44282e718b6050c7b27cedf9217a12a", [ref: "073ac6b9a44282e718b6050c7b27cedf9217a12a"]},
   "erlex_vendored": {:git, "https://github.com/elixir-lsp/erlex.git", "82db0e82ee4896491bc26dec99f5d795f03ab9f4", [ref: "82db0e82ee4896491bc26dec99f5d795f03ab9f4"]},
   "jason_v": {:git, "https://github.com/elixir-lsp/jason.git", "c81537e2a5e1acacb915cf339fe400357e3c2aaa", [ref: "c81537e2a5e1acacb915cf339fe400357e3c2aaa"]},