diff --git a/package-lock.json b/package-lock.json
index e794e772..258a4e3d 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -5,9 +5,9 @@
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-      "resolved": "https://registry.npmjs.org/@types/node/-/node-10.12.21.tgz",
-      "integrity": "sha512-CBgLNk4o3XMnqMc0rhb6lc77IwShMEglz05deDcn2lQxyXEZivfwgYJu7SMha9V5XcrP6qZuevTHV/QrN2vjKQ==",
+      "version": "10.14.7",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-10.14.7.tgz",
+      "integrity": "sha512-on4MmIDgHXiuJDELPk1NFaKVUxxCFr37tm8E9yN6rAiF5Pzp/9bBfBHkoexqRiY+hk/Z04EJU9kKEb59YqJ82A==",
       "dev": true
     },
     "@types/slash": {
@@ -26,6 +26,18 @@
         "through": ">=2.2.7 <3"
       }
     },
+    "ansi-regex": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-2.1.1.tgz",
+      "integrity": "sha1-w7M6te42DYbg5ijwRorn7yfWVN8=",
+      "dev": true
+    },
+    "ansi-styles": {
+      "version": "2.2.1",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-2.2.1.tgz",
+      "integrity": "sha1-tDLdM1i2NM914eRmQ2gkBTPB3b4=",
+      "dev": true
+    },
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       "resolved": "https://registry.npmjs.org/array-find-index/-/array-find-index-1.0.2.tgz",
@@ -66,10 +78,10 @@
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       "dev": true
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-      "resolved": "https://registry.npmjs.org/builtin-modules/-/builtin-modules-1.1.1.tgz",
-      "integrity": "sha1-Jw8HbFpywC9bZaR9+Uxf46J4iS8=",
+    "camelcase": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-4.1.0.tgz",
+      "integrity": "sha1-1UVjW+HjPFQmScaRc+Xeas+uNN0=",
       "dev": true
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     "camelcase-keys": {
@@ -81,13 +93,42 @@
         "camelcase": "^4.1.0",
         "map-obj": "^2.0.0",
         "quick-lru": "^1.0.0"
+      }
+    },
+    "chalk": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/chalk/-/chalk-1.1.3.tgz",
+      "integrity": "sha1-qBFcVeSnAv5NFQq9OHKCKn4J/Jg=",
+      "dev": true,
+      "requires": {
+        "ansi-styles": "^2.2.1",
+        "escape-string-regexp": "^1.0.2",
+        "has-ansi": "^2.0.0",
+        "strip-ansi": "^3.0.0",
+        "supports-color": "^2.0.0"
+      }
+    },
+    "cliui": {
+      "version": "3.2.0",
+      "resolved": "https://registry.npmjs.org/cliui/-/cliui-3.2.0.tgz",
+      "integrity": "sha1-EgYBU3qRbSmUD5NNo7SNWFo5IT0=",
+      "dev": true,
+      "requires": {
+        "string-width": "^1.0.1",
+        "strip-ansi": "^3.0.1",
+        "wrap-ansi": "^2.0.0"
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-          "version": "4.1.0",
-          "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-4.1.0.tgz",
-          "integrity": "sha1-1UVjW+HjPFQmScaRc+Xeas+uNN0=",
-          "dev": true
+        "string-width": {
+          "version": "1.0.2",
+          "resolved": "https://registry.npmjs.org/string-width/-/string-width-1.0.2.tgz",
+          "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
+          "dev": true,
+          "requires": {
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+            "is-fullwidth-code-point": "^1.0.0",
+            "strip-ansi": "^3.0.0"
+          }
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@@ -198,96 +239,6 @@
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@@ -425,16 +376,6 @@
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@@ -444,19 +385,6 @@
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@@ -487,62 +415,6 @@
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-          "integrity": "sha1-7RQaasBDqEnqWISY59yosVMw6Qw=",
-          "dev": true
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-          "integrity": "sha1-9f+qXs0pyzHAR0vKfXVra7KePyg=",
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@@ -553,15 +425,6 @@
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@@ -585,6 +448,17 @@
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@@ -656,51 +530,6 @@
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@@ -718,6 +547,21 @@
       "integrity": "sha1-G2HAViGQqN/2rjuyzwIAyhMLhtQ=",
       "dev": true
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+      "version": "0.7.0",
+      "resolved": "https://registry.npmjs.org/execa/-/execa-0.7.0.tgz",
+      "integrity": "sha1-lEvs00zEHuMqY6n68nrVpl/Fl3c=",
+      "dev": true,
+      "requires": {
+        "cross-spawn": "^5.0.1",
+        "get-stream": "^3.0.0",
+        "is-stream": "^1.1.0",
+        "npm-run-path": "^2.0.0",
+        "p-finally": "^1.0.0",
+        "signal-exit": "^3.0.0",
+        "strip-eof": "^1.0.0"
+      }
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       "resolved": "https://registry.npmjs.org/figures/-/figures-1.7.0.tgz",
@@ -728,6 +572,15 @@
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+      "resolved": "https://registry.npmjs.org/find-up/-/find-up-2.1.0.tgz",
+      "integrity": "sha1-RdG35QbHF93UgndaK3eSCjwMV6c=",
+      "dev": true,
+      "requires": {
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@@ -772,16 +625,6 @@
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@@ -834,62 +664,6 @@
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@@ -900,15 +674,6 @@
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+    "yargs-parser": {
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-7.0.0.tgz",
+      "integrity": "sha1-jQrELxbqVd69MyyvTEA4s+P139k=",
+      "dev": true,
+      "requires": {
+        "camelcase": "^4.1.0"
+      }
+    },
+    "yn": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/yn/-/yn-2.0.0.tgz",
+      "integrity": "sha1-5a2ryKz0CPY4X8dklWhMiOavaJo=",
+      "dev": true
     }
   }
 }
diff --git a/package.json b/package.json
index b46b3cfc..78af150b 100644
--- a/package.json
+++ b/package.json
@@ -37,7 +37,7 @@
     "build": "tsc",
     "prepare": "npm run build",
     "release": "standard-version",
-    "test": "ttsc -p tests/tsconfig.json && node tests/out/core/index.js"
+    "test": "ttsc -p tests/tsconfig.json && node tests/core/index.js"
   },
   "dependencies": {
     "slash": "^2.0.0"
diff --git a/src/index.ts b/src/index.ts
index dbe6b1ec..7bae6b48 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -1,57 +1,73 @@
-import { dirname, relative, resolve } from "path";
 import * as ts from "typescript";
+import { dirname, resolve, relative } from "path";
 import slash = require("slash");
 
-const transformer = <T extends ts.Node>(_: ts.Program) => {
-  return (context: ts.TransformationContext) => (rootNode: T) => {
-    const compilerOptions = context.getCompilerOptions();
-    if (
-      compilerOptions.baseUrl === undefined ||
-      compilerOptions.paths === undefined
-    ) {
-      throw new Error(
-        "Should define baseUrl and paths properties in the tsconfig"
-      );
-    }
-    const baseUrl = compilerOptions.baseUrl;
-    const paths = compilerOptions.paths;
-    const regPaths = Object.keys(paths)
-      .map(key => ({
-        regexp: new RegExp("^" + key.replace("*", "(.*)") + "$"),
-        resolve: paths[key][0]
-      }));
-    let fileDir = "";
-    function findFileInPaths(text: string) {
-      for (const path of regPaths) {
-        const match = text.match(path.regexp);
-        if (match) {
-          const out = path.resolve.replace(/\*/g, match[1]);
-          const file = slash(relative(fileDir, resolve(baseUrl, out)));
-          return file[0] === "." ? file : `./${file}`;
+const transformer = (_: ts.Program) => (context: ts.TransformationContext) => (sourceFile: ts.SourceFile) => {
+  const resolver = typeof (context as any).getEmitResolver === 'function' ? (
+    (context as any).getEmitResolver()
+  ) : undefined;
+  const compilerOptions = context.getCompilerOptions();
+  const sourceDir = dirname(sourceFile.fileName);
+
+  const { baseUrl = "", paths = { } } = compilerOptions;
+
+  const binds = Object.keys(paths).filter(key => (
+    paths[key].length
+  )).map(key => ({
+    regexp: new RegExp(`^${key.replace(/\*$/, "(.*)")}$`),
+    paths: paths[key].map(p => resolve(baseUrl, p.replace(/\*$/, ""))),
+  }));
+
+  if (!baseUrl || binds.length === 0) {
+    // There is nothing we can do without baseUrl and paths specified.
+    return sourceFile;
+  }
+
+  function bindModuleToFile(moduleName: string) {
+    for (const { regexp, paths } of binds) {
+      const match = regexp.exec(moduleName);
+      if (match) {
+        try {
+          let file = require.resolve(match[1], { paths });
+          file = file.replace(/\.\w+$/, '');
+          file = relative(sourceDir, file);
+          file = slash(file);
+          file = file[0] === "." ? file : "./" + file;
+          return file;
+        } catch (error) {
+          if (error.code !== 'MODULE_NOT_FOUND') {
+            throw error;
+          }
         }
       }
-      return null;
     }
-    function visit(node: ts.Node): ts.Node {
-      if (ts.isSourceFile(node)) {
-        fileDir = dirname(node.fileName);
-        return ts.visitEachChild(node, visit, context);
-      }
-      if (
-        (ts.isImportDeclaration(node) || ts.isExportDeclaration(node)) &&
-        node.moduleSpecifier &&
-        ts.isStringLiteral(node.moduleSpecifier)
-      ) {
-        const file = findFileInPaths(node.moduleSpecifier.text);
-        if (file) {
-          node.moduleSpecifier.text = file;
-          return node;
-        }
+  }
+
+  function visit(node: ts.Node): ts.VisitResult<ts.Node> {
+    if (
+      resolver &&
+      ts.isExportDeclaration(node) &&
+      !node.exportClause &&
+      !compilerOptions.isolatedModules &&
+      !resolver.moduleExportsSomeValue(node.moduleSpecifier)
+    ) {
+      return undefined;
+    }
+    if (
+      (ts.isImportDeclaration(node) || ts.isExportDeclaration(node)) &&
+      node.moduleSpecifier &&
+      ts.isStringLiteral(node.moduleSpecifier)
+    ) {
+      const file = bindModuleToFile(node.moduleSpecifier.text);
+      if (file) {
+        node.moduleSpecifier.text = file;
+        return node;
       }
-      return ts.visitEachChild(node, visit, context);
     }
-    return ts.visitNode(rootNode, visit);
-  };
+    return ts.visitEachChild(node, visit, context);
+  }
+
+  return ts.visitNode(sourceFile, visit);
 };
 
 export default transformer;
diff --git a/tests/tsconfig.json b/tests/tsconfig.json
index d248e358..f3811bcb 100644
--- a/tests/tsconfig.json
+++ b/tests/tsconfig.json
@@ -5,7 +5,6 @@
 
     "strict": true,
 
-    "outDir": "out/",
     "baseUrl": "./",
     "paths": {
       "@*": ["*"]
diff --git a/tests/utils/types-only.ts b/tests/utils/types-only.ts
index 30c9f13f..59af7621 100644
--- a/tests/utils/types-only.ts
+++ b/tests/utils/types-only.ts
@@ -1,3 +1,3 @@
 export type NoRuntimecodeHere = "never gonna give you up!";
 
-// throw new Error('Not supposed to be!');
+throw new Error("Not supposed to be!");