AbsenceBench: Language Models Can't Tell What's Missing
Paper • 2506.11440 • Published • 2
id int64 0 886 | original_context stringlengths 648 56.6k | modified_context stringlengths 587 47.6k | omitted_context sequencelengths 0 19 | omitted_index sequencelengths 0 19 | metadata dict |
|---|---|---|---|---|---|
0 | diff --git a/src/Illuminate/Queue/SerializesAndRestoresModelIdentifiers.php b/src/Illuminate/Queue/SerializesAndRestoresModelIdentifiers.php
index 09fbf4829e7..25549425b7c 100644
--- a/src/Illuminate/Queue/SerializesAndRestoresModelIdentifiers.php
+++ b/src/Illuminate/Queue/SerializesAndRestoresModelIdentifiers.php
@@ ... | diff --git a/src/Illuminate/Queue/SerializesAndRestoresModelIdentifiers.php b/src/Illuminate/Queue/SerializesAndRestoresModelIdentifiers.php
index 09fbf4829e7..25549425b7c 100644
--- a/src/Illuminate/Queue/SerializesAndRestoresModelIdentifiers.php
+++ b/src/Illuminate/Queue/SerializesAndRestoresModelIdentifiers.php
@@ ... | [
"+ Line::create(['order_id' => $order->id, 'product_id' => $product2->id]);",
"+ $serialized = serialize(new ModelRelationSerializationTestClass($order));",
"+ public $timestamps = false;"
] | [
40,
46,
63
] | {
"additions": 48,
"author": "AndrewMast",
"deletions": 1,
"html_url": "https://github.com/laravel/framework/pull/55547",
"issue_id": 55547,
"merged_at": "2025-04-25T15:21:17Z",
"omission_probability": 0.1,
"pr_number": 55547,
"repo": "laravel/framework",
"title": "[12.x] Fix double query in model r... |
1 | diff --git a/src/Illuminate/Database/Eloquent/Collection.php b/src/Illuminate/Database/Eloquent/Collection.php
index 05ec0d345a1..1c9dad35263 100755
--- a/src/Illuminate/Database/Eloquent/Collection.php
+++ b/src/Illuminate/Database/Eloquent/Collection.php
@@ -761,7 +761,7 @@ public function withRelationshipAutoloading... | diff --git a/src/Illuminate/Database/Eloquent/Collection.php b/src/Illuminate/Database/Eloquent/Collection.php
index 05ec0d345a1..1c9dad35263 100755
--- a/src/Illuminate/Database/Eloquent/Collection.php
+++ b/src/Illuminate/Database/Eloquent/Collection.php
@@ -761,7 +761,7 @@ public function withRelationshipAutoloading... | [
"- $model->autoloadRelationsUsing($callback);",
"+ $model->autoloadRelationsUsing($callback, $this);",
"+ }"
] | [
8,
9,
38
] | {
"additions": 73,
"author": "litvinchuk",
"deletions": 9,
"html_url": "https://github.com/laravel/framework/pull/55542",
"issue_id": 55542,
"merged_at": "2025-04-25T15:59:34Z",
"omission_probability": 0.1,
"pr_number": 55542,
"repo": "laravel/framework",
"title": "[12.x] Improve circular relation c... |
2 | diff --git a/src/Illuminate/Database/Eloquent/Factories/BelongsToManyRelationship.php b/src/Illuminate/Database/Eloquent/Factories/BelongsToManyRelationship.php
index da004c83bc74..fd350e6fce6c 100644
--- a/src/Illuminate/Database/Eloquent/Factories/BelongsToManyRelationship.php
+++ b/src/Illuminate/Database/Eloquent/F... | diff --git a/src/Illuminate/Database/Eloquent/Factories/BelongsToManyRelationship.php b/src/Illuminate/Database/Eloquent/Factories/BelongsToManyRelationship.php
index da004c83bc74..fd350e6fce6c 100644
--- a/src/Illuminate/Database/Eloquent/Factories/BelongsToManyRelationship.php
+++ b/src/Illuminate/Database/Eloquent/F... | [
"+ 'states' => $this->states->prepend(",
"+ public function test_factory_model_has_one_relationship_has_pending_attributes_override()",
"+ (new FactoryTestPostFactory())->has(new FactoryTestCommentFactory(), 'commentsWithFooBarBazAsBody')->create();",
"+ (new FactoryTestPostFactory... | [
32,
93,
116,
123,
142
] | {
"additions": 99,
"author": "gdebrauwer",
"deletions": 4,
"html_url": "https://github.com/laravel/framework/pull/55558",
"issue_id": 55558,
"merged_at": "2025-04-25T15:08:46Z",
"omission_probability": 0.1,
"pr_number": 55558,
"repo": "laravel/framework",
"title": "[12.x] Use pendingAttributes of re... |
3 | diff --git a/src/Illuminate/Mail/resources/views/html/panel.blade.php b/src/Illuminate/Mail/resources/views/html/panel.blade.php
index 812db7c08e77..2975a60a021e 100644
--- a/src/Illuminate/Mail/resources/views/html/panel.blade.php
+++ b/src/Illuminate/Mail/resources/views/html/panel.blade.php
@@ -4,7 +4,7 @@
<table w... | diff --git a/src/Illuminate/Mail/resources/views/html/panel.blade.php b/src/Illuminate/Mail/resources/views/html/panel.blade.php
index 812db7c08e77..2975a60a021e 100644
--- a/src/Illuminate/Mail/resources/views/html/panel.blade.php
+++ b/src/Illuminate/Mail/resources/views/html/panel.blade.php
@@ -4,7 +4,7 @@
<table w... | [
"+ protected $html;",
"+| Laravel | Table | Example |"
] | [
32,
82
] | {
"additions": 145,
"author": "jbraband",
"deletions": 3,
"html_url": "https://github.com/laravel/framework/pull/55543",
"issue_id": 55543,
"merged_at": "2025-04-25T08:31:51Z",
"omission_probability": 0.1,
"pr_number": 55543,
"repo": "laravel/framework",
"title": "[11.x] Fix `EncodedHtmlString` to i... |
4 | diff --git a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
index fc211e179a5..b27b7110909 100644
--- a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
+++ b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
@@ ... | diff --git a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
index fc211e179a5..b27b7110909 100644
--- a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
+++ b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
@@ ... | [
"+ public function testWhenRelationIsNull()"
] | [
26
] | {
"additions": 20,
"author": "rodrigopedra",
"deletions": 1,
"html_url": "https://github.com/laravel/framework/pull/55531",
"issue_id": 55531,
"merged_at": "2025-04-24T14:05:39Z",
"omission_probability": 0.1,
"pr_number": 55531,
"repo": "laravel/framework",
"title": "[12.x] Address Model@relationLoa... |
5 | diff --git a/src/Illuminate/Mail/Markdown.php b/src/Illuminate/Mail/Markdown.php
index e8ec2defc4c4..54c9c2ece372 100644
--- a/src/Illuminate/Mail/Markdown.php
+++ b/src/Illuminate/Mail/Markdown.php
@@ -69,9 +69,25 @@ public function render($view, array $data = [], $inliner = null)
$contents = $bladeCompiler->... | diff --git a/src/Illuminate/Mail/Markdown.php b/src/Illuminate/Mail/Markdown.php
index e8ec2defc4c4..54c9c2ece372 100644
--- a/src/Illuminate/Mail/Markdown.php
+++ b/src/Illuminate/Mail/Markdown.php
@@ -69,9 +69,25 @@ public function render($view, array $data = [], $inliner = null)
$contents = $bladeCompiler->... | [
"+ $contents = $this->view->replaceNamespace(",
"+ }",
"+ return $contents;",
"+ str_replace('\\[', '[', $contents), $this->view->make($theme, $data)->render()",
"+ }",
"+ public function build()"
] | [
22,
27,
29,
38,
54,
217
] | {
"additions": 98,
"author": "crynobone",
"deletions": 16,
"html_url": "https://github.com/laravel/framework/pull/55149",
"issue_id": 55149,
"merged_at": "2025-03-24T14:53:50Z",
"omission_probability": 0.1,
"pr_number": 55149,
"repo": "laravel/framework",
"title": "[11.x] Fix `Illuminate\\Support\\E... |
6 | diff --git a/src/Illuminate/Bus/Dispatcher.php b/src/Illuminate/Bus/Dispatcher.php
index 32f917d796a6..0107b9e5acd4 100644
--- a/src/Illuminate/Bus/Dispatcher.php
+++ b/src/Illuminate/Bus/Dispatcher.php
@@ -51,6 +51,13 @@ class Dispatcher implements QueueingDispatcher
*/
protected $queueResolver;
+ /**
... | diff --git a/src/Illuminate/Bus/Dispatcher.php b/src/Illuminate/Bus/Dispatcher.php
index 32f917d796a6..0107b9e5acd4 100644
--- a/src/Illuminate/Bus/Dispatcher.php
+++ b/src/Illuminate/Bus/Dispatcher.php
@@ -51,6 +51,13 @@ class Dispatcher implements QueueingDispatcher
protected $queueResolver;
+ * Indicates if... | [] | [] | {
"additions": 69,
"author": "gdebrauwer",
"deletions": 0,
"html_url": "https://github.com/laravel/framework/pull/55456",
"issue_id": 55456,
"merged_at": "2025-04-24T19:45:06Z",
"omission_probability": 0.1,
"pr_number": 55456,
"repo": "laravel/framework",
"title": "[12.x] Option to disable dispatchA... |
7 | diff --git a/src/Illuminate/Notifications/NotificationSender.php b/src/Illuminate/Notifications/NotificationSender.php
index c7e75fd851b2..46ef9e88cf15 100644
--- a/src/Illuminate/Notifications/NotificationSender.php
+++ b/src/Illuminate/Notifications/NotificationSender.php
@@ -6,11 +6,13 @@
use Illuminate\Contracts\T... | diff --git a/src/Illuminate/Notifications/NotificationSender.php b/src/Illuminate/Notifications/NotificationSender.php
index c7e75fd851b2..46ef9e88cf15 100644
--- a/src/Illuminate/Notifications/NotificationSender.php
+++ b/src/Illuminate/Notifications/NotificationSender.php
@@ -6,11 +6,13 @@
use Illuminate\Contracts\T... | [
"+ public function testNotificationNotSentWhenFailed()",
"+ $container->instance(Dispatcher::class, $events = m::mock(Dispatcher::class));",
"+ foreach ($listeners as $listener) {"
] | [
123,
150,
164
] | {
"additions": 88,
"author": "rodrigopedra",
"deletions": 1,
"html_url": "https://github.com/laravel/framework/pull/55507",
"issue_id": 55507,
"merged_at": "2025-04-24T19:24:00Z",
"omission_probability": 0.1,
"pr_number": 55507,
"repo": "laravel/framework",
"title": "[12.x] Dispatch NotificationFail... |
8 | diff --git a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
index 79a2f5d98cd..6893c1284e3 100644
--- a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
+++ b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
@@ ... | diff --git a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
index 79a2f5d98cd..6893c1284e3 100644
--- a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
+++ b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
@@ ... | [
"+ if (! array_key_exists($relation, $this->relations)) {",
"+ return false;",
"+ }",
"+use Illuminate\\Support\\Facades\\Schema;",
"+ $this->assertFalse($model->relationLoaded('invalid'));",
"+ $this->assertFalse($model->relationLoaded('twos.invalid'... | [
18,
25,
26,
48,
81,
94
] | {
"additions": 190,
"author": "tmsperera",
"deletions": 1,
"html_url": "https://github.com/laravel/framework/pull/55471",
"issue_id": 55471,
"merged_at": "2025-04-21T14:32:31Z",
"omission_probability": 0.1,
"pr_number": 55471,
"repo": "laravel/framework",
"title": "[12.x] Support nested relations on... |
9 | diff --git a/src/Illuminate/View/Compilers/Compiler.php b/src/Illuminate/View/Compilers/Compiler.php
index dbd349e69e2..1e61eae9593 100755
--- a/src/Illuminate/View/Compilers/Compiler.php
+++ b/src/Illuminate/View/Compilers/Compiler.php
@@ -44,6 +44,13 @@ abstract class Compiler
*/
protected $compiledExtensi... | diff --git a/src/Illuminate/View/Compilers/Compiler.php b/src/Illuminate/View/Compilers/Compiler.php
index dbd349e69e2..1e61eae9593 100755
--- a/src/Illuminate/View/Compilers/Compiler.php
+++ b/src/Illuminate/View/Compilers/Compiler.php
@@ -44,6 +44,13 @@ abstract class Compiler
*/
protected $compiledExtensi... | [
"+ *",
"+ $this->shouldCheckTimestamps = $shouldCheckTimestamps;",
"+ return false;",
"+ }",
"+ }"
] | [
10,
38,
47,
48,
83
] | {
"additions": 23,
"author": "pizkaz",
"deletions": 1,
"html_url": "https://github.com/laravel/framework/pull/55536",
"issue_id": 55536,
"merged_at": "2025-04-24T14:29:34Z",
"omission_probability": 0.1,
"pr_number": 55536,
"repo": "laravel/framework",
"title": "Add config option to ignore view cache... |
10 | diff --git a/src/Illuminate/Queue/BeanstalkdQueue.php b/src/Illuminate/Queue/BeanstalkdQueue.php
index d1f64e98249..56e9c4e0664 100755
--- a/src/Illuminate/Queue/BeanstalkdQueue.php
+++ b/src/Illuminate/Queue/BeanstalkdQueue.php
@@ -125,7 +125,7 @@ public function later($delay, $job, $data = '', $queue = null)
{
... | diff --git a/src/Illuminate/Queue/BeanstalkdQueue.php b/src/Illuminate/Queue/BeanstalkdQueue.php
index d1f64e98249..56e9c4e0664 100755
--- a/src/Illuminate/Queue/BeanstalkdQueue.php
+++ b/src/Illuminate/Queue/BeanstalkdQueue.php
@@ -125,7 +125,7 @@ public function later($delay, $job, $data = '', $queue = null)
diff --g... | [
"+ $this->createPayload($job, $queue ?: $this->default, $data, $delay),",
"+ $query->shouldReceive('insertGetId')->once()->andReturnUsing(function ($array) use ($uuid, $time) {",
"+ 'payload' => json_encode(['uuid' => $uuid, 'displayName' => 'foo', 'job' => 'foo', 'maxTries' => ... | [
103,
195,
227,
366,
369
] | {
"additions": 68,
"author": "taylorotwell",
"deletions": 22,
"html_url": "https://github.com/laravel/framework/pull/55529",
"issue_id": 55529,
"merged_at": "2025-04-24T14:15:22Z",
"omission_probability": 0.1,
"pr_number": 55529,
"repo": "laravel/framework",
"title": "Add payload creation and origin... |
11 | diff --git a/src/Illuminate/Database/Eloquent/Relations/HasOneOrMany.php b/src/Illuminate/Database/Eloquent/Relations/HasOneOrMany.php
index 4142572207af..7451491cbaf9 100755
--- a/src/Illuminate/Database/Eloquent/Relations/HasOneOrMany.php
+++ b/src/Illuminate/Database/Eloquent/Relations/HasOneOrMany.php
@@ -436,6 +43... | diff --git a/src/Illuminate/Database/Eloquent/Relations/HasOneOrMany.php b/src/Illuminate/Database/Eloquent/Relations/HasOneOrMany.php
index 4142572207af..7451491cbaf9 100755
--- a/src/Illuminate/Database/Eloquent/Relations/HasOneOrMany.php
+++ b/src/Illuminate/Database/Eloquent/Relations/HasOneOrMany.php
@@ -436,6 +43... | [
"+ return $instances;"
] | [
22
] | {
"additions": 28,
"author": "onlime",
"deletions": 0,
"html_url": "https://github.com/laravel/framework/pull/55262",
"issue_id": 55262,
"merged_at": "2025-04-04T16:27:04Z",
"omission_probability": 0.1,
"pr_number": 55262,
"repo": "laravel/framework",
"title": "[12.x] Add createMany mass-assignment ... |
12 | diff --git a/src/Illuminate/View/Compilers/BladeCompiler.php b/src/Illuminate/View/Compilers/BladeCompiler.php
index 48e5d734d90f..b17bde52bce7 100644
--- a/src/Illuminate/View/Compilers/BladeCompiler.php
+++ b/src/Illuminate/View/Compilers/BladeCompiler.php
@@ -193,7 +193,17 @@ public function compile($path = null)
... | diff --git a/src/Illuminate/View/Compilers/BladeCompiler.php b/src/Illuminate/View/Compilers/BladeCompiler.php
index 48e5d734d90f..b17bde52bce7 100644
--- a/src/Illuminate/View/Compilers/BladeCompiler.php
+++ b/src/Illuminate/View/Compilers/BladeCompiler.php
@@ -193,7 +193,17 @@ public function compile($path = null)
... | [
"+ $compiledHash = $this->files->hash($compiledPath, 'sha256');"
] | [
15
] | {
"additions": 42,
"author": "pizkaz",
"deletions": 2,
"html_url": "https://github.com/laravel/framework/pull/55450",
"issue_id": 55450,
"merged_at": "2025-04-21T14:13:20Z",
"omission_probability": 0.1,
"pr_number": 55450,
"repo": "laravel/framework",
"title": "Update compiled views only if they act... |
13 | diff --git a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
index 6893c1284e3..fc211e179a5 100644
--- a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
+++ b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
@@ ... | diff --git a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
index 6893c1284e3..fc211e179a5 100644
--- a/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
+++ b/src/Illuminate/Database/Eloquent/Concerns/HasRelationships.php
@@ ... | [
"+ $relatedModels = is_iterable($relatedModels = $this->$relation)",
"+ {",
"+ $this->assertTrue($model->relationLoaded('two'));",
"+ $this->assertTrue($model->two->is($two));"
] | [
9,
27,
36,
37
] | {
"additions": 21,
"author": "rodrigopedra",
"deletions": 1,
"html_url": "https://github.com/laravel/framework/pull/55519",
"issue_id": 55519,
"merged_at": "2025-04-23T13:13:45Z",
"omission_probability": 0.1,
"pr_number": 55519,
"repo": "laravel/framework",
"title": "[12.x] Ensure related models is ... |
14 | diff --git a/src/Illuminate/Testing/AssertableJsonString.php b/src/Illuminate/Testing/AssertableJsonString.php
index 0bf221bea0da..d089ab071dc3 100644
--- a/src/Illuminate/Testing/AssertableJsonString.php
+++ b/src/Illuminate/Testing/AssertableJsonString.php
@@ -12,6 +12,8 @@
use Illuminate\Testing\Assert as PHPUnit;
... | diff --git a/src/Illuminate/Testing/AssertableJsonString.php b/src/Illuminate/Testing/AssertableJsonString.php
index 0bf221bea0da..d089ab071dc3 100644
--- a/src/Illuminate/Testing/AssertableJsonString.php
+++ b/src/Illuminate/Testing/AssertableJsonString.php
@@ -12,6 +12,8 @@
use Illuminate\Testing\Assert as PHPUnit;
... | [
"+use function Illuminate\\Support\\enum_value;",
"+ 'data' => ['status' => 'booked'],"
] | [
8,
33
] | {
"additions": 29,
"author": "azim-kordpour",
"deletions": 1,
"html_url": "https://github.com/laravel/framework/pull/55516",
"issue_id": 55516,
"merged_at": "2025-04-23T13:17:11Z",
"omission_probability": 0.1,
"pr_number": 55516,
"repo": "laravel/framework",
"title": "[12.x] Add Enum support for ass... |
15 | diff --git a/src/Illuminate/Database/MigrationServiceProvider.php b/src/Illuminate/Database/MigrationServiceProvider.php
index cab266bb2f9..037106c7357 100755
--- a/src/Illuminate/Database/MigrationServiceProvider.php
+++ b/src/Illuminate/Database/MigrationServiceProvider.php
@@ -82,6 +82,8 @@ protected function regist... | diff --git a/src/Illuminate/Database/MigrationServiceProvider.php b/src/Illuminate/Database/MigrationServiceProvider.php
index cab266bb2f9..037106c7357 100755
--- a/src/Illuminate/Database/MigrationServiceProvider.php
+++ b/src/Illuminate/Database/MigrationServiceProvider.php
@@ -82,6 +82,8 @@ protected function regist... | [
"+ {"
] | [
37
] | {
"additions": 19,
"author": "cosmastech",
"deletions": 1,
"html_url": "https://github.com/laravel/framework/pull/55501",
"issue_id": 55501,
"merged_at": "2025-04-22T13:50:14Z",
"omission_probability": 0.1,
"pr_number": 55501,
"repo": "laravel/framework",
"title": "[12.x] Allow Container to build `M... |
16 | diff --git a/src/Illuminate/Cache/MemoizedStore.php b/src/Illuminate/Cache/MemoizedStore.php
index 9888810de6d7..d899ef09d609 100644
--- a/src/Illuminate/Cache/MemoizedStore.php
+++ b/src/Illuminate/Cache/MemoizedStore.php
@@ -75,12 +75,17 @@ public function many(array $keys)
});
}
- $res... | diff --git a/src/Illuminate/Cache/MemoizedStore.php b/src/Illuminate/Cache/MemoizedStore.php
index 9888810de6d7..d899ef09d609 100644
--- a/src/Illuminate/Cache/MemoizedStore.php
+++ b/src/Illuminate/Cache/MemoizedStore.php
@@ -75,12 +75,17 @@ public function many(array $keys)
});
}
- $resul... | [
"+ $this->assertSame(["
] | [
48
] | {
"additions": 37,
"author": "bmckay959",
"deletions": 5,
"html_url": "https://github.com/laravel/framework/pull/55503",
"issue_id": 55503,
"merged_at": "2025-04-22T13:45:35Z",
"omission_probability": 0.1,
"pr_number": 55503,
"repo": "laravel/framework",
"title": "Bugfix for Cache::memo()->many() re... |
17 | diff --git a/src/Illuminate/Broadcasting/BroadcastEvent.php b/src/Illuminate/Broadcasting/BroadcastEvent.php
index c4da0faab220..7c03641ace53 100644
--- a/src/Illuminate/Broadcasting/BroadcastEvent.php
+++ b/src/Illuminate/Broadcasting/BroadcastEvent.php
@@ -50,6 +50,13 @@ class BroadcastEvent implements ShouldQueue
... | diff --git a/src/Illuminate/Broadcasting/BroadcastEvent.php b/src/Illuminate/Broadcasting/BroadcastEvent.php
index c4da0faab220..7c03641ace53 100644
--- a/src/Illuminate/Broadcasting/BroadcastEvent.php
+++ b/src/Illuminate/Broadcasting/BroadcastEvent.php
@@ -50,6 +50,13 @@ class BroadcastEvent implements ShouldQueue
... | [] | [] | {
"additions": 16,
"author": "L3o-pold",
"deletions": 0,
"html_url": "https://github.com/laravel/framework/pull/55508",
"issue_id": 55508,
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"repo": "laravel/framework",
"title": "Allow Listeners to dynamically speci... |
18 | diff --git a/src/Illuminate/Contracts/Validation/InvokableRule.php b/src/Illuminate/Contracts/Validation/InvokableRule.php
index bed9ed567fb4..17c296446945 100644
--- a/src/Illuminate/Contracts/Validation/InvokableRule.php
+++ b/src/Illuminate/Contracts/Validation/InvokableRule.php
@@ -14,7 +14,7 @@ interface Invokable... | diff --git a/src/Illuminate/Contracts/Validation/InvokableRule.php b/src/Illuminate/Contracts/Validation/InvokableRule.php
index bed9ed567fb4..17c296446945 100644
--- a/src/Illuminate/Contracts/Validation/InvokableRule.php
+++ b/src/Illuminate/Contracts/Validation/InvokableRule.php
@@ -14,7 +14,7 @@ interface Invokable... | [
"+use function PHPStan\\Testing\\assertType;",
"+};"
] | [
62,
70
] | {
"additions": 17,
"author": "axlon",
"deletions": 4,
"html_url": "https://github.com/laravel/framework/pull/52870",
"issue_id": 52870,
"merged_at": "2024-09-22T15:08:08Z",
"omission_probability": 0.1,
"pr_number": 52870,
"repo": "laravel/framework",
"title": "[11.x] Fix validation rule type hints",... |
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AbsenceBench: Language Models Can't Tell What's Missing
Dataset Card for AbsenceBench
AbsenceBench covers three distinct domains:
- Poetry (realistic)
- Numerical sequences (synthetic)
- GitHub pull requests (realistic)
There are 4302 instances in total, with an average context length of 5K tokens.
Data Structure
Each domain contains the following features:
original_context:stringmodified_context:stringomitted_context:List[string]omitted_index:List[int]metadata:DictExtra information regarding the dataset generation
Data Split
Currently we provide only the validation split. Since all instances of AbsenceBench natually come up with labeled answers according to the task setting, we will not be able to provide an unlabeled test split.
Dataset Construction
We provide the source data for generating the poetry domain, originally from the Gutenberg Poetry Corpus in the poetry_raw subset.
Please refer to this repo for scripts and more information.
Citation
If you find this work useful, please cite our paper:
@misc{fu2025absencebenchlanguagemodelscant,
title={AbsenceBench: Language Models Can't Tell What's Missing},
author={Harvey Yiyun Fu and Aryan Shrivastava and Jared Moore and Peter West and Chenhao Tan and Ari Holtzman},
year={2025},
eprint={2506.11440},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2506.11440},
}
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