diff --git a/lua/cmp/entry.lua b/lua/cmp/entry.lua
index a66a90c..07ceb52 100644
--- a/lua/cmp/entry.lua
+++ b/lua/cmp/entry.lua
@@ -109,14 +109,17 @@ entry.get_word = function(self)
     local word
     if misc.safe(self:get_completion_item().textEdit) then
       word = str.trim(self:get_completion_item().textEdit.newText)
+      if self:get_completion_item().insertTextFormat == types.lsp.InsertTextFormat.Snippet then
+        word = vim.lsp.util.parse_snippet(word)
+      end
       local overwrite = self:get_overwrite()
       if 0 < overwrite[2] or self:get_completion_item().insertTextFormat == types.lsp.InsertTextFormat.Snippet then
-        word = str.get_word(word, string.byte(self.context.cursor_after_line, 1))
+        word = str.get_word(word, string.byte(self.context.cursor_after_line, 1), overwrite[1] or 0)
       end
     elseif misc.safe(self:get_completion_item().insertText) then
       word = str.trim(self:get_completion_item().insertText)
       if self:get_completion_item().insertTextFormat == types.lsp.InsertTextFormat.Snippet then
-        word = str.get_word(word)
+        word = str.get_word(vim.lsp.util.parse_snippet(word))
       end
     else
       word = str.trim(self:get_completion_item().label)
@@ -151,20 +154,6 @@ entry.get_filter_text = function(self)
     else
       word = str.trim(self:get_completion_item().label)
     end
-
-    -- @see https://github.com/clangd/clangd/issues/815
-    if misc.safe(self:get_completion_item().textEdit) then
-      local diff = self.source_offset - self:get_offset()
-      if diff > 0 then
-        if char.is_symbol(string.byte(self.context.cursor_line, self:get_offset())) then
-          local prefix = string.sub(self.context.cursor_line, self:get_offset(), self:get_offset() + diff)
-          if string.find(word, prefix, 1, true) ~= 1 then
-            word = prefix .. word
-          end
-        end
-      end
-    end
-
     return word
   end)
 end
@@ -351,11 +340,31 @@ end
 ---@return { score: number, matches: table[] }
 entry.match = function(self, input)
   return self.match_cache:ensure({ input, self.resolved_completion_item and 1 or 0 }, function()
-    local score, matches, _
-    score, matches = matcher.match(input, self:get_filter_text(), { self:get_word(), self:get_completion_item().label })
-    if self:get_filter_text() ~= self:get_completion_item().label then
+    local filter_text = self:get_filter_text()
+
+    local score, matches
+    score, matches = matcher.match(input, filter_text, { self:get_word(), self:get_completion_item().label })
+
+    -- Support the language server that doesn't respect VSCode's behaviors.
+    if score == 0 then
+      if misc.safe(self:get_completion_item().textEdit) then
+        local diff = self.source_offset - self:get_offset()
+        if diff > 0 then
+          local prefix = string.sub(self.context.cursor_line, self:get_offset(), self:get_offset() + diff)
+          local accept = false
+          accept = accept or string.match(prefix, '^[^%a]+$')
+          accept = accept or string.find(self:get_completion_item().textEdit.newText, prefix, 1, true)
+          if accept then
+            score, matches = matcher.match(input, prefix .. filter_text, { self:get_word(), self:get_completion_item().label })
+          end
+        end
+      end
+    end
+
+    if filter_text ~= self:get_completion_item().label then
       _, matches = matcher.match(input, self:get_completion_item().label, { self:get_word() })
     end
+
     return { score = score, matches = matches }
   end)
 end
diff --git a/lua/cmp/entry_spec.lua b/lua/cmp/entry_spec.lua
index 08223b4..61f6fb8 100644
--- a/lua/cmp/entry_spec.lua
+++ b/lua/cmp/entry_spec.lua
@@ -101,7 +101,7 @@ describe('entry', function()
       },
     })
     assert.are.equal(e:get_vim_item(4).word, '->foo')
-    assert.are.equal(e:get_filter_text(), '.foo')
+    assert.are.equal(e:get_filter_text(), 'foo')
   end)
 
   it('[typescript-language-server] 1', function()
diff --git a/lua/cmp/utils/str.lua b/lua/cmp/utils/str.lua
index d4457d2..cbdcbf4 100644
--- a/lua/cmp/utils/str.lua
+++ b/lua/cmp/utils/str.lua
@@ -106,33 +106,36 @@ end
 
 ---get_word
 ---@param text string
+---@param stop_char number
+---@param min_length number
 ---@return string
-str.get_word = function(text, stop_char)
+str.get_word = function(text, stop_char, min_length)
+  min_length = min_length or 0
+
   local has_alnum = false
   local stack = {}
   local word = {}
+  local add = function(c)
+    table.insert(word, string.char(c))
+    if stack[#stack] == c then
+      table.remove(stack, #stack)
+    else
+      if PAIRS[c] then
+        table.insert(stack, c)
+      end
+    end
+  end
   for i = 1, #text do
     local c = string.byte(text, i, i)
-    if not INVALIDS[c] then
-      if PAIRS[c] then
-        table.insert(stack, c)
-      end
+    if #word < min_length then
       table.insert(word, string.char(c))
+    elseif not INVALIDS[c] then
+      add(c)
       has_alnum = has_alnum or char.is_alnum(c)
     elseif not has_alnum then
-      if PAIRS[c] then
-        table.insert(stack, c)
-      end
-      table.insert(word, string.char(c))
+      add(c)
     elseif #stack ~= 0 then
-      table.insert(word, string.char(c))
-      if stack[#stack] == c then
-        table.remove(stack, #stack)
-      else
-        if PAIRS[c] then
-          table.insert(stack, c)
-        end
-      end
+      add(c)
       if has_alnum and #stack == 0 then
         break
       end
diff --git a/lua/cmp/utils/str_spec.lua b/lua/cmp/utils/str_spec.lua
index 8f7462e..541414f 100644
--- a/lua/cmp/utils/str_spec.lua
+++ b/lua/cmp/utils/str_spec.lua
@@ -9,6 +9,7 @@ describe('utils.str', function()
     assert.are.equal(str.get_word('"devDependencies":', string.byte('"')), '"devDependencies')
     assert.are.equal(str.get_word('"devDependencies": ${1},', string.byte('"')), '"devDependencies')
     assert.are.equal(str.get_word('#[cfg(test)]'), '#[cfg(test)]')
+    assert.are.equal(str.get_word('import { GetStaticProps$1 } from "next";', nil, 9), 'import { GetStaticProps')
   end)
 
   it('strikethrough', function()