Hugging Face's logo

Datasets:
MultiCoNER
/
multiconer_v2

Tasks:
Token Classification
Modalities:
Text
Languages:
Bengali
Chinese
German
Size:
1M - 10M
Tags:
multiconer
ner
multilingual
named entity recognition
fine-grained ner
Libraries:
Datasets
License:
Dataset card Viewer Files Community
3
Dataset Viewer
Auto-converted to Parquet
Full Screen
id
stringlengths
1
4
sample_id
stringlengths
36
36
tokens
sequence
ner_tags
sequence
ner_tags_index
sequence
0
7db90724-a10b-4e6c-b95e-355d051a59bf
[ "স্টেশনটি", "প্ল্যাটফর্ম", "স্ক্রিন", "ডোর", "দিয়ে", "সজ্জিত।" ]
[ "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O" ]
[ 0, 61, 62, 62, 0, 0 ]
1
ec02ea49-d32e-4e6f-a634-f0e15c7b8301
[ "উদ্ভিদটির", "৯০", "০০০", "এরও", "বেশি", "সৌর", "প্যানেল", "২৩৫", "একরও", "বেশি", "রয়েছে।" ]
[ "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0 ]
2
e6507a5f-a3f9-49ff-a2b8-06add8fb5348
[ "এই", "মিশনটি", "চন্দ্র", "এক্স-রশ্মি", "মানমন্দির", "মোতায়েন", "করেছে।" ]
[ "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O" ]
[ 0, 0, 61, 62, 62, 0, 0 ]
3
e5779e4e-a2e6-47ad-a9aa-a9b5c3458fbd
[ "সংস্থাটি", "বেশ", "কয়েকটি", "বিমান", "এবং", "রাডার", "স্কোয়াড্রনগুলিতে", "কমান্ড", "এবং", "নিয়ন্ত্রণ", "সরবরাহ", "করেছে।" ]
[ "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 61, 0, 0, 0, 0, 0, 0 ]
4
0cef1625-55a9-4e0f-8998-157a06113ff8
[ "ট্রাম", "স্টেশনটি", "কোচি", "কোওচি", "প্রশাসনিক", "অঞ্চল", "সূর্য", "উদয়ের", "দেশ", "।" ]
[ "B-OtherPROD", "O", "B-HumanSettlement", "B-ORG", "I-ORG", "I-ORG", "B-HumanSettlement", "I-HumanSettlement", "I-HumanSettlement", "O" ]
[ 61, 0, 5, 37, 38, 38, 5, 6, 6, 0 ]
5
e38f7336-5151-4dea-93bf-736b08b26c78
[ "একটি", "কোয়ান্টাম", "পরিগণনা", "এমন", "একটি", "ডিভাইস", "যা", "গণনার", "জন্য", "কোয়ান্টাম", "প্রক্রিয়া", "ব্যবহার", "করে।" ]
[ "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
6
ea3ea470-b4ed-429a-a75c-e9524196b6eb
[ "এটি", "৭.৬২×৫১মিমি", "ন্যাটো", "কার্তুজ", "ব্যবহার", "করে", "তবে", "ব্যারেল", "বৈকল্পিকের", "উপর", "নির্ভর", "করে", "অন্যান্য", "বেশ", "কয়েকটি", "কার্তুজের", "জন্যও", "চেম্বার", "করা", "যেতে", "পারে।" ]
[ "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
7
e958ed29-6c6e-4af5-8d60-87700dc6a106
[ "সুপারসোনিক", "প্ল্যাটফর্মে", "একই", "বৈধতা", "দেওয়ার", "জন্য", "মোডগুলি", "একটি", "ব্যবসায়িক", "জেট", "বোর্ডে", "বৈধ", "করা", "হয়েছে", "এবং", "আরও", "প্রুফিং", "হাল", "তেজস", "এ", "করা", "হচ্ছে।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0 ]
8
29d1c5bb-2076-4dbb-b630-8b2d438c5823
[ "সমালোচকরা", "নীতিটিকে", "প্রতিরক্ষামূলক", "হিসাবে", "দেখেন", "এবং", "বড়", "ব্যাংক", "বা", "অন্যান্য", "প্রতিষ্ঠানগুলি", "যদি", "তাদের", "ঝুঁকি", "ব্যবস্থাপনা", "কার্যকর", "না", "হয়", "তবে", "ব্যর্থ", "হতে", "হবে।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0 ]
9
d959dbf5-7534-4d42-9e7f-23cc9bec5569
[ "দুজনের", "মধ্যে", "একটি", "ইমেলের", "মধ্যে", "তারা", "অস্ত্রের", "বিনিময়", "হার", "এবং", "দামগুলি", "নিয়ে", "আলোচনা", "করেছে", "বিশেষত", "একটি", "এম৬০", "।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0 ]
10
6a517927-cea6-4519-b93d-489705a04efd
[ "অন্যান্য", "ভাড়াটেদের", "মধ্যে", "ইন্টারন্যাশনাল", "বিজনেস", "মেশিন", "কোং", "সহায়ক", "সংস্থা", "রেড", "হ্যাট", "আইন", "সংস্থাগুলি", "এবং", "আর্থিক", "সংস্থাগুলি", "অন্তর্ভুক্ত", "রয়েছে।" ]
[ "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "B-PublicCorp", "I-PublicCorp", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 61, 62, 62, 62, 0, 0, 23, 24, 0, 0, 0, 0, 0, 0, 0 ]
11
289b6c60-150b-49e9-8572-7e9f6e1daa92
[ "ইন্টেল", "কর্পোরেশন", "৪", "বিট", "প্রসেসর", "ইন্টেল", "৪০০৪", "মেমরি", "স্ট্যাকের", "চেয়ে", "অভ্যন্তরীণ", "স্ট্যাক", "প্রয়োগ", "করে।", ")" ]
[ "B-PublicCorp", "I-PublicCorp", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 23, 24, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0 ]
12
eeec0e2a-6d28-4814-bfe4-2cf7e12db237
[ "ঘন", "কুয়াশা", "এই", "অঞ্চলটি", "কম্বল", "করে", "এবং", "তার", "অন্ধ", "ছেড়ে", "চলে", "গেছে", "যখন", "তার", "রাডার", "কমিশনের", "বাইরে", "ছিল।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0, 0 ]
13
ed63d952-fc60-4d6a-9bd1-ceea994847f7
[ "অ্যাপল", "থেকে", "ম্যাকবুক", "প্রো", "এর", "অনুরূপ", "নকশার", "সাথে", "এটি", "একটি", "লিনাক্স", "অপারেটিং", "সিস্টেমটি", "ডিফল্টরূপে", "বহন", "করবে।" ]
[ "B-PublicCorp", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "B-Software", "O", "O", "O", "O", "O" ]
[ 23, 0, 61, 62, 0, 0, 0, 0, 0, 0, 17, 0, 0, 0, 0, 0 ]
14
24f0049e-22f2-4741-aa59-12833c9aad96
[ "আইপ্যাড", "এই", "প্রবণতার", "সর্বাধিক", "সুস্পষ্ট", "উদাহরণ", "তবে", "মোবাইল", "ফোনগুলিও", "ই", "রিডিং", "সফ্টওয়্যার", "হোস্ট", "করতে", "পারে।" ]
[ "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
15
c2e6d15c-a21e-4667-8bad-93a6bdb0e3b0
[ "মিমবর", "এর", "ক্ষেত্রটি", "৩", "×", "১", ".", "৩৮", "মিটার", "রয়েছে।" ]
[ "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
16
57dfddab-94bf-4f8c-8495-5466d6ead0e0
[ "জ্বলন্ত", "উপর", "একটি", "প্রকরণ", "হ'ল", "ইথানল", "এর", "৭০", "%", "বা", "আরও", "বেশি", "ঘন", "দ্রবণে", "অবজেক্টটি", "ডুবানো", "তারপরে", "সংক্ষিপ্তভাবে", "একটি", "বুনসেন", "বার্নার", "শিখায়", "বস্তুটি", "স্পর্শ", "করুন।" ]
[ "O", "O", "O", "O", "O", "B-Medication/Vaccine", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 63, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0 ]
17
8e675bbe-1ad0-44f2-8427-2a0e82738913
[ "স্ট্র্যাপ", "একটি", "হাতবন্দুক", "এর", "জন্য", "একটি", "কথোপকথন", "শব্দ" ]
[ "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O" ]
[ 0, 0, 61, 0, 0, 0, 0, 0 ]
18
340dc9e9-af37-4784-aebd-9b81ae6ff783
[ "তিনি", "কর্মীদের", "দ্বারা", "কুস্তিগীর", "না", "হওয়া", "পর্যন্ত", "তিনি", "রান্নাঘরের", "ছুরি", "দিয়ে", "শিক্ষার্থী", "এবং", "শিক্ষকদের", "আক্রমণ", "করতে", "শুরু", "করেছিলেন।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0 ]
19
d3887b33-6fad-4058-a769-c82c97bcc754
[ "সাইটটি", "প্রাথমিকভাবে", "দুটি", "ফ্যালকন", "হেভি", "লঞ্চ", "সহ", "প্রতি", "বছর", "১২", "টি", "বাণিজ্যিক", "লঞ্চ", "সমর্থন", "করবে।" ]
[ "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
20
b658f0b3-eac5-4f04-9e40-368816f00826
[ "কক্ষপথ", "থেকে", "কার্গো", "নামিয়ে", "আনতে", "সক্ষম", "কেবলমাত্র", "অন্যান্য", "পুনরায়", "সাপ্লাই", "মহাকাশযান", "হ'ল", "স্পেস", "এক্স", "স্পেস", "এক্স", "ড্রাগন", "২", "কার্গো", "মহাকাশযান।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-AerospaceManufacturer", "I-AerospaceManufacturer", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 29, 30, 61, 62, 62, 62, 0, 0 ]
21
7f077ddd-5330-47fd-820f-93e8735f1006
[ "ওয়েস্টল্যান্ড", "এবং", "ইন্টারন্যাশনাল", "বিজনেস", "মেশিন", "কোং", "হেলিকপ্টারটির", "জটিল", "সিস্টেমগুলি", "সংহতকরণ", "সম্পাদনের", "জন্য", "১৯৯১", "সালে", "একটি", "কনসোর্টিয়াম", "গঠন", "করেছিল।" ]
[ "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 61, 62, 62, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
22
3ac95dca-ff48-4c64-921b-2b136e788b54
[ "র‌্যামজেটগুলি", "উচ্চ", "গতির", "ব্যবহারের", "জন্য", "একটি", "ছোট", "এবং", "সাধারণ", "প্রক্রিয়া", "যেমন", "ক্ষেপণাস্ত্র", "এর", "জন্য", "প্রয়োজনীয়", "অ্যাপ্লিকেশনগুলিতে", "বিশেষভাবে", "কার্যকর", "হতে", "পারে।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0 ]
23
a09826a6-593c-4542-8ef6-72bbc76d3d7b
[ "দিনের", "জন্য", "শিল্প", "সুবিধার", "একটি", "রাষ্ট্র", "উদ্ভিদটি", "তাত্ক্ষণিকভাবে", "সামরিক", "এবং", "বেসামরিক", "প্রশিক্ষণের", "জন্য", "সম্পূর্ণ", "বিমান", "শুরু", "করে।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0 ]
24
bf73222f-6158-440d-a075-723e827a7c46
[ "সাপগুলি", "অসংখ্য", "নয়", "তবে", "বেশ", "কয়েকটি", "প্রজাতি", "প্রাণিজ", "বিষ", "।" ]
[ "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 61, 62, 0 ]
25
ab72653d-980b-4dfe-8ac9-f61bb24dfd89
[ "এটির", "প্লেস্টেশন", "৪", "তে", "কিছুটা", "কম", "স্কোর", "রয়েছে।" ]
[ "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O" ]
[ 0, 61, 62, 0, 0, 0, 0, 0 ]
26
93647318-078c-4b72-be0e-cf99d4e7c862
[ "মাইক্রোকন্ট্রোলার", "৬৮০০০", "পরিবার", "থেকে", "প্রাপ্ত", "বিভিন্ন", "ধরণের", "অ্যাপ্লিকেশনগুলিতে", "ব্যবহৃত", "হয়েছে।" ]
[ "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
27
422641d9-5e23-4de0-8ba0-379f3ae7eb4a
[ "ইন্সট্রুমেন্টেশন", "গিটার", "স্ট্রিং", "পিয়ানো", "লাইন", "এবং", "ভোকাল", "অন্তর্ভুক্ত।" ]
[ "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 0, 0, 0, 0, 0, 0, 0 ]
28
324fd3cb-50e4-4c5d-99b9-7bed5355016f
[ "কাজের", "বেঞ্চ", "এবং", "মেশিনগুলি", "ছাড়াও", "একটি", "সম্পূর্ণ", "কার্যকরী", "মেকানিক", "বুনন", "তাঁত", "প্রদর্শিত", "হয়।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0 ]
29
d106f671-b7c3-4f3d-9495-67e4e5f9222c
[ "অনেক", "সাপ", "খামারগুলি", "চিকিত্সা", "এবং", "বৈজ্ঞানিক", "গবেষণার", "জন্য", "প্রাণিজ", "বিষ", "এর", "জন্য", "দুধ", "সাপ।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0 ]
30
16259e9b-0d7d-4d46-9d4f-d8e70dc764de
[ "গানে", "একটি", "হার্ড", "বিকৃত", "ইলেকট্রিক", "গিটার", "বৈশিষ্ট্যযুক্ত।" ]
[ "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O" ]
[ 0, 0, 0, 0, 61, 62, 0 ]
31
13b4c051-096d-4372-b83d-36891ce03561
[ "এটি", "এর", "ইতিবাচক", "ইনপুটটিতে", "একটি", "ইনপুট", "ভোল্টেজ", "সহ", "একটি", "সক্রিয়", "বিবর্ধক", "থেকে", "তৈরি", "করা", "যেতে", "পারে।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0 ]
32
4fe5ed76-c661-4ca2-991d-53535e140001
[ "তারা", "তাঁর", "কাছে", "যাওয়ার", "সাথে", "সাথে", "তারা", "একটি", "ভাল", "গোপন", "শত্রু", "বন্দুক", "থেকে", "আগুনে", "আঘাত", "পেয়েছিল।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0, 0, 0 ]
33
2727e850-10c3-4358-a5ed-9f63b9aeb45d
[ "তাঁর", "হেডস্টোন", "তার", "উপাধি", "(", "হোলি", ")", "এর", "সঠিক", "বানান", "এবং", "তার", "ফেন্ডার", "স্ট্রাটোকাস্টার", "গিটারের", "একটি", "খোদাই", "বহন", "করে।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0 ]
34
e3011e9d-e6b7-4e41-a483-a19cbe7d0c96
[ "ইউনাইটেড", "কমান্ড", ":", "স্কাইটাউন", "(", "মহাকাশ", "স্টেশন", ")", "মার্কিন", "যুক্তরাষ্ট্র।", "হেলিওস", "আরএ", "(", "প্রোব", ")", "শিকাগো", "(", "কার্গো", "শিপ", ")" ]
[ "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
35
9af3e0ab-1c7a-484f-b7f1-5bcc11da3817
[ "পে", "-লোড", "ফেয়ারিং", "ডাইমেনশনগুলি", "(", "সাধারণত", "প্রস্থ", "তবে", "উচ্চতা", ")", "আধুনিক", "উৎক্ষেপক", "যান", "স্থানের", "মধ্যে", "চালু", "হওয়া", "অনমনীয়", "উপাদানগুলির", "আকারকে", "সীমাবদ্ধ", "করুন।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
36
f344df9c-1b62-441f-90c6-036656252ee3
[ "তিনি", "৫২", "এর", "জন্য", "দুটি", "সেরা", "বিশ্লেষণ", "সহ", "তিনটি", "উইকেট", "নিয়েছিলেন।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0 ]
37
af45c3e8-83b4-4e48-a655-1a726e714a4c
[ "শাকসব্জী", "এবং", "ফলের", "খোসা", "ছাড়ানোর", "বিকল্প", "উপায়", "হ'ল", "একটি", "পিলার", "ব্যবহার", "করা।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0 ]
38
1c0ea3e7-d918-4476-8ab1-1ee6f346b992
[ "গ্লোবাল", "বৈদ্যুতিক", "যানবাহন", "পুশ", "বিশ্বজুড়ে", "সমস্ত", "বৈদ্যুতিক", "টার্মিনাল", "ট্রাক", "প্রস্তুতকারকদের", "প্রচুর", "পরিমাণে", "জন্ম", "দিয়েছে।" ]
[ "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
39
d11e99c0-6a88-46e1-9334-9286b6098938
[ "অনেক", "দ্রুত", "গুণক", "স্ট্যাটিক", "সিমস", "এ", "প্রয়োগ", "করা", "কমপ্রেসার", "হিসাবে", "সম্পূর্ণ", "অ্যাডার", "ব্যবহার", "করে", "(", "৩", ":", "২", "কমপ্রেসর", ")", "।" ]
[ "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
40
d175d10f-bb4c-4070-a2c4-f6ec40149aae
[ "সরবরাহ", "শৃঙ্খল", "ব্যবস্থাপনা", "কী", "এবং", "আধুনিক", "ব্যবসায়িক", "অনুশীলনে", "এর", "কার্যকারিতা", "সম্পর্কে", "সচেতনতা", "এবং", "বোঝার", "জন্য", "একটি", "সমন্বিত", "প্রচেষ্টা।" ]
[ "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 62, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
41
d72ef009-75db-485f-8014-b559c3571bed
[ "তারা", "১৯৫৩", "সালে", "র‍্যামজেট", "শক্তি", "শুরু", "করে", "ব্যবহার", "করে", "ডিজাইনের", "একটি", "সিরিজ", "বিবেচনা", "করেছিল।" ]
[ "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
42
516ca9ec-815b-4286-9078-50641959d45f
[ "যখন", "নিমজ্জিত", "হয়", "প্রতিটি", "প্রোপেলার", "একটি", "বৈদ্যুতিক", "মোটর", "দ্বারা", "চালিত", "হয়েছিল।" ]
[ "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0 ]
43
5cac8fb1-8c09-48dc-81be-820ab3f540db
[ "তিনি", "৮", "এর", "জন্য", "পাঁচটি", "সেরা", "বিশ্লেষণ", "সহ", "২৮", "উইকেট", "নিয়েছেন।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0 ]
44
4a90e6a0-cb02-4de2-9a77-3846fb1aba99
[ "কীবোর্ডটি", "আইফোন", "এবং", "আইপ্যাড", "এর", "জন্য", "উপলব্ধ", "এবং", "গুগল", "দ্বারা", "সমর্থিত।" ]
[ "O", "B-OtherPROD", "O", "B-OtherPROD", "O", "O", "O", "O", "B-PublicCorp", "O", "O" ]
[ 0, 61, 0, 61, 0, 0, 0, 0, 23, 0, 0 ]
45
dbd2f6fa-3c44-48ec-bd8e-d36c36ce9d8f
[ "এই", "উপসংহারটি", "১৯৭৪", "সালে", "নিশ্চিত", "হয়েছিল", "যখন", "মানহীন", "মেরিনার", "১০", "স্পেসপ্রোব", "কেবল", "একটি", "সুস্পষ্ট", "এক্সোস্ফিয়ার", "আবিষ্কার", "করেছিল।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0 ]
46
688cdd2a-36cd-4af9-82d4-d29593d12e05
[ "প্লাটজি", "মাইক্রোসফট", "কর্পোরেশন", "ইন্টারন্যাশনাল", "বিজনেস", "মেশিন", "কোং", "facebook", "এবং", "গুগল", "সহ", "কর্পোরেশনগুলির", "জন্য", "কর্মচারী", "প্রশিক্ষণ", "কোর্সও", "তৈরি", "করেছেন।" ]
[ "O", "B-PublicCorp", "I-PublicCorp", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "I-OtherPROD", "B-Software", "O", "B-PublicCorp", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 23, 24, 61, 62, 62, 62, 17, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0 ]
47
cd5b7e27-00e5-4b51-82b3-2cb590dab8e4
[ "ট্রেটি", "তখন", "ক্লায়েন্টকে", "পরিবেশন", "না", "করা", "পর্যন্ত", "এর", "সামগ্রীগুলি", "গরম", "রাখতে", "একটি", "তন্দুর", "এর", "সরাসরি", "একটি", "বড়", "ক্রিস্পি", "ফ্ল্যাটব্রেড", "দ্বারা", "আচ্ছাদিত", "করা", "হয়।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
48
fce60cbf-3d92-40ce-b836-20fb36171744
[ "গেমটি", "২০১০", "সালে", "আইওএস", "প্লেস্টেশন", "৩", "এবং", "এক্সবক্স", "৩৬০", "এর", "জন্য", "প্রকাশিত", "হয়েছিল।" ]
[ "O", "O", "O", "B-Software", "B-OtherPROD", "I-OtherPROD", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 17, 61, 62, 0, 61, 62, 0, 0, 0, 0 ]
49
52cc7aa6-a7ca-4168-8b0d-1d03776ffdd0
[ "এছাড়াও", "প্লেস্টেশন", "২", "এ", "প্রকাশিত", "দুটি", "স্পিন", "অফ", "গেমগুলির", "সাথে", "দুটি", "সিক্যুয়াল", "এটি", "অনুসরণ", "করেছে।" ]
[ "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
50
b7fcc5fe-9688-492c-9834-30b00d2e9dd3
[ "এখানে", "সমস্ত", "প্ল্যানেট", "লাইট", "মাউন্টগুলিতে", "রয়েছে", "যা", "কেবল", "কেন্দ্রীয়", "অক্ষ", "সম্পর্কে", "ঘোরান", "এবং", "এটি", "একটি", "কম্পিউটার", "দ্বারা", "লক্ষ্য", "করা", "হয়।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0, 0, 0 ]
51
87d267d5-e90f-4dfe-a525-69d5737f98b0
[ "লাল", "গালিচা", "স্থাপন", "করতে", "বা", "রেড", "কার্পেট", "চিকিত্সা", "দেওয়ার", "জন্য", "(", "কাউকে", "রয়্যালকে", "খুব", "বিশেষ", "ব্যক্তি", "হিসাবে", "বিবেচনা", "করা", ")" ]
[ "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
52
59d7868d-d45f-4038-9603-ab572e2642e7
[ "মাইক্রোসফট", "উইন্ডোজ", "ওএস", "এক্স", "প্লেস্টেশন", "৪", "এক্সবক্স", "ওয়ান", "আইওএস", "অ্যান্ড্রয়েড", "(অপারেটিং", "সিস্টেম)" ]
[ "B-Software", "I-Software", "B-Software", "I-Software", "B-OtherPROD", "I-OtherPROD", "B-OtherPROD", "I-OtherPROD", "B-Software", "B-Software", "I-Software", "I-Software" ]
[ 17, 18, 17, 18, 61, 62, 61, 62, 17, 17, 18, 18 ]
53
f9c3a4f3-2ddb-4a66-8c27-7c9ab767f07e
[ "ভয়েস", "ওভার", "ইন্টারনেট", "প্রোটোকল", "প্রযুক্তি", "skype", "এর", "মতো", "একটি", "পরিষেবা", "ব্যবহার", "করে", "একটি", "ব্যক্তিগত", "কম্পিউটার", "এর", "মাধ্যমে", "কলগুলি", "তৈরি", "করার", "অনুমতি", "দেয়।" ]
[ "B-Software", "I-Software", "I-Software", "I-Software", "O", "B-Software", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O" ]
[ 17, 18, 18, 18, 0, 17, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0 ]
54
f99f14ea-cc7b-4dd8-8a93-64693a42beda
[ "এই", "প্রতিসরণ", "দূরবিন", "কোনও", "ব্যক্তি", "এবং", "অষ্টম", "বৃহত্তম", "রিফ্র্যাক্টর", "দ্বারা", "নির্মিত", "এখন", "পর্যন্ত", "নির্মিত", "বৃহত্তম।" ]
[ "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
55
a2b42601-1ef7-4112-a42b-9c7f2eb60860
[ "রাতে", "বোম্বারটি", "কার্যত", "অদম্য", "(", "রাডার", "এর", "প্রবর্তন", "না", "হওয়া", "পর্যন্ত", ")", "তবে", "এর", "লক্ষ্য", "খুঁজে", "পাওয়া", "একটি", "বড়", "সমস্যা", "ছিল।" ]
[ "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
56
eb311df7-ddc9-463d-a0fa-0ce1bdb999b6
[ "ভারী", "সশস্ত্র", "আর্মার্ড", "পার্সোনেল", "ক্যারিয়ার", "হিসাবে", "তাদের", "গৌণ", "ভূমিকার", "কারণে", "সিস্টেমগুলি", "পরিষেবাতে", "থাকবে।" ]
[ "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 61, 62, 62, 0, 0, 0, 0, 0, 0, 0, 0 ]
57
ec997b4b-d39a-49c3-96e8-4207032d632b
[ "এই", "প্রজাতিটি", "তার", "পাখার", "মেরুদণ্ডে", "প্রাণিজ", "বিষ", "উত্পাদন", "করে।" ]
[ "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O" ]
[ 0, 0, 0, 0, 0, 61, 62, 0, 0 ]
58
9100aaf5-fc98-4a43-af76-088f2648f22a
[ "রানওয়ের", "২", "০০০", "মিটারের", "মধ্যে", "কেবল", "৮০০", "মিটার", "এখন", "বিমান", "ব্যবহারের", "জন্য", "উপলব্ধ।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0, 0 ]
59
d9564058-e8da-4692-ac92-38636a343fa0
[ "চ্যান্সেলের", "পাশাপাশি", "উত্তর", "আইলটির", "পূর্ব", "প্রান্তে", "অর্গান", "(সঙ্গীত)", "(", "এটি", "উপরে", "চিত্রিত", "হিসাবে", "এটি", "১৯০৭", "সালের", "মধ্যে", "ছিল", ")", "এর", "জন্য", "একটি", "স্থান", "ছিল।" ]
[ "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
60
d7fd9b50-31d0-4afb-98f2-90a2eb88b8ae
[ "এই", "রেলকারগুলি", "একটি", "ইঞ্জিন", "দ্বারা", "চালিত", "হয়েছিল।" ]
[ "O", "O", "O", "B-OtherPROD", "O", "O", "O" ]
[ 0, 0, 0, 61, 0, 0, 0 ]
61
9f401a45-0a96-4153-9dab-d030744d810e
[ "ট্রাম", "স্টেশনটি", "কোচি", "কোওচি", "প্রশাসনিক", "অঞ্চল", "সূর্য", "উদয়ের", "দেশ", "।" ]
[ "B-OtherPROD", "O", "B-HumanSettlement", "B-ORG", "I-ORG", "I-ORG", "B-HumanSettlement", "I-HumanSettlement", "I-HumanSettlement", "O" ]
[ 61, 0, 5, 37, 38, 38, 5, 6, 6, 0 ]
62
3227f874-be59-4c14-94f7-fc38bdce1896
[ "টেলিগ্রাফ", "তারের", "অপারেশনের", "জন্য", "ডিজাইন", "করা", "একটি", "বিশেষ", "টাইপরাইটার", "টিকার", "মেশিনের", "টেলিগ্রাফ", "তারের", "সংযোগের", "বিপরীত", "প্রান্তে", "ব্যবহৃত", "হয়েছিল।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
63
7ffdd9a4-92d8-4353-adff-2c341cab860f
[ "ওরায়ন", "(মহাকাশযান)", "এর", "আগের", "নকশা", "থেকে", "কার্যত", "অপরিবর্তিত", "রয়েছে।" ]
[ "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 62, 0, 0, 0, 0, 0, 0, 0 ]
64
b6893055-1094-4ced-a47b-7a28cf583d84
[ "এটি", "অল্টেয়ার", "৮৮০০", "কম্পিউটারের", "একটি", "প্যারোডি", "ছিল", "যা", "সেই", "সময়ে", "খুব", "জনপ্রিয়", "ছিল।" ]
[ "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
65
675caef4-aed6-46bf-bbbe-c403f24bff4b
[ "এরপরে", "জ্যোতির্বিজ্ঞানীদের", "প্রক্রিয়াজাতকরণের", "প্রায়", "এক", "সপ্তাহ", "পরে", "পোস্টের", "মাধ্যমে", "ম্যাগনেটিক", "টেপ", "এ", "তাদের", "ডেটা", "প্রেরণ", "করা", "হয়েছিল।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0 ]
66
a24e0c11-ee4f-4fda-82c8-8b3751a0331c
[ "জিফোর্স", "৬০০০", "এবং", "আপ", "(", "এনভি", "৪০", "জিপিইউ", "বা", "তার", "পরে", ")" ]
[ "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
67
a7d1e5af-e1e8-465b-9212-ac44dbad47f2
[ "মল", "টেবিল", "এবং", "রিড", "ম্যাটগুলিও", "সাধারণ", "ছিল।" ]
[ "O", "B-OtherPROD", "O", "O", "O", "O", "O" ]
[ 0, 61, 0, 0, 0, 0, 0 ]
68
dd853024-0b12-45b6-a14d-e3f07c81c8ef
[ "তাঁর", "একটি", "অর্গান", "(সঙ্গীত)", "ইনস্টল", "করা", "হয়েছিল।" ]
[ "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O" ]
[ 0, 0, 61, 62, 0, 0, 0 ]
69
1f859434-ab40-4348-9f86-dc524f8d1f65
[ "দুটি", "দুটি", "বর্গ", "মিটার", "সৌর", "প্যানেল", "রিচার্জেবল", "ব্যাটারি", "চার্জ", "করেছে।" ]
[ "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 61, 62, 0, 0, 0, 0 ]
70
b7704d56-17cd-4fb1-a444-c6a35adbddf7
[ "একটি", "সাঁজোয়া", "যান", "একটি", "মলটভ", "ককটেইল", "দ্বারা", "আঘাত", "করা", "হয়েছিল।" ]
[ "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 61, 62, 0, 0, 0, 0 ]
71
c4f7795d-fab2-4be4-9d8c-cbccda5262c7
[ "হার্ডওয়্যার", "সামঞ্জস্যতার", "সমস্যার", "কারণে", "গেমটির", "ডিজিটাল", "সংস্করণটি", "এক্সবক্স", "ওয়ান", "এর", "জন্য", "উপলব্ধ", "ছিল।" ]
[ "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0 ]
72
5b6cca51-8662-4162-a785-c4da131f3512
[ "এই", "সংকেতটি", "সহজেই", "সাধারণ", "ইলেকট্রনিক্স", "দ্বারা", "বা", "মাইক্রোকন্ট্রোলার", "যেমন", "অরড্যুইনো", "দ্বারা", "উত্পাদিত", "হয়।" ]
[ "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "B-ORG", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 61, 0, 37, 0, 0, 0 ]
73
7ba95aea-e2f8-4593-bf68-6242113e5017
[ "এফকে।", "৪২", "এর", "একটি", "বড়", "ট্র্যাক", "সহ", "লেজস্কিড", "ল্যান্ডিং", "গিয়ার", "স্থির", "ছিল।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0 ]
74
9891f492-9f12-4ae0-ba2c-435bae10af98
[ "তারা", "যুদ্ধের", "ময়দানে", "ক্ষতিগ্রস্থদের", "পরিবহনের", "জন্য", "🚑", "হিসাবে", "একটি", "ঘোড়া", "টানা", "গাড়ি", "ব্যবহার", "করার", "জন্য", "এটি", "তাদের", "এনেছিল।" ]
[ "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
75
446f2be1-fdab-4d3c-a213-b7e46b634cb8
[ "শারীরিক", "সম্বোধনের", "সীমাটি", "কতটা", "ইনস্টল", "করা", "হয়েছে", "র‌্যান্ডম", "অ্যাক্সেস", "মেমোরি", "কম্পিউটার", "দ্বারা", "অ্যাক্সেস", "করতে", "সক্ষম।" ]
[ "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 61, 62, 62, 0, 0, 0, 0, 0 ]
76
de8c01f8-a352-4e89-a615-9b5534a78255
[ "ডেস্কটপ", "কম্পিউটার", "একটি", "ডেস্কে", "ফিট", "করার", "জন্য", "ডিজাইন", "করা", "একটি", "ব্যক্তিগত", "কম্পিউটার" ]
[ "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
77
ce9e89ce-192d-4bf9-9a7a-c19215bb9a9a
[ "পক্সভাইরাসগুলিতে", "সাধারণত", "বড়", "বংশাণুসমগ্র", "থাকে", "এবং", "এই", "জাতীয়", "অন্যান্য", "উদাহরণগুলির", "মধ্যে", "রয়েছে", "গুটিবসন্ত", "এবং", "মাংকিপক্স", "।" ]
[ "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "B-Disease", "O", "B-Disease", "O" ]
[ 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0, 71, 0, 71, 0 ]
78
dc788b77-ed81-464f-8879-a39fa2c9f564
[ "যখন", "নিমজ্জিত", "হয়", "প্রতিটি", "প্রোপেলার", "একটি", "বৈদ্যুতিক", "মোটর", "দ্বারা", "চালিত", "হয়েছিল।" ]
[ "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0 ]
79
8368c5ee-ee76-47b1-a2eb-4e8ed874ee3f
[ "যান্ত্রিক", "ক্যালকুলেটর", "একটি", "পোর্টেবল", "বৈদ্যুতিন", "ডিভাইস", "গণনা", "সম্পাদন", "করতে", "ব্যবহৃত", "হয়" ]
[ "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
80
7c3ad46b-2147-47e0-91ae-e687fa71f4f2
[ "সামরিক", "হেলিকপ্টার", "ট্রান্সপোর্ট", "হেলিকপ্টারগুলি", "এমন", "জায়গায়", "ব্যবহৃত", "হয়", "যেখানে", "প্রচলিত", "বিমানের", "ব্যবহার", "অসম্ভব।" ]
[ "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
81
29cd22e8-014f-4c60-9d16-fe9d7012ef3e
[ "কিউইকি", "একটি", "আইফোন", "অ্যাপ্লিকেশন", "প্রকাশ", "করেছে", "যা", "কোনও", "ব্যবহারকারীর", "ক্যামেরা", "রোল", "থেকে", "ছবি", "এবং", "ভিডিওগুলি", "স্বয়ংক্রিয়ভাবে", "ভাগ", "করে", "নেওয়ার", "জন্য", "মুভিগুলিতে", "পরিণত", "করে।" ]
[ "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
82
010fe0f3-2d3e-4d91-afb0-0b6f361d3964
[ "গ্রিন", "সাপ্লাই", "চেইন", "ম্যানেজমেন্ট", "(", "জিএসসিএম", ")", "সরবরাহ", "শৃঙ্খল", "ব্যবস্থাপনা", "এ", "পরিবেশগত", "সমস্যাগুলির", "বিবেচনা।" ]
[ "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 61, 62, 62, 0, 0, 0, 0 ]
83
6a13daba-aa05-4755-8ea8-b09be9233a13
[ "পোস্ট", "মর্টেমগুলি", "প্রায়শই", "কার্যকর", "ঝুঁকি", "ব্যবস্থাপনা", "এর", "চলমান", "পূর্ববর্তীগুলির", "একটি", "মূল", "উপাদান", "হিসাবে", "বিবেচিত", "হয়।" ]
[ "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
84
68a235cd-f17a-4b89-88d2-9ce71c7b2383
[ "ব্যবহারকারীকে", "১২৮", "গিগাবাইট", "সলিড-স্টেট", "ড্রাইভ", "পাশাপাশি", "স্টোরেজের", "জন্য", "বৃহত্তর", "২৫৬", "জিবি", "সলিড-স্টেট", "ড্রাইভ", "এর", "একটি", "পছন্দ", "দেওয়া", "হয়েছিল।" ]
[ "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0 ]
85
1f618d0f-9604-4ff1-9858-ad10fb28677f
[ "গ্যালাক্সির", "প্রকৃত", "প্রকৃতির", "একটি", "রেজোলিউশন", "সম্ভবত", "জেমস", "ওয়েব", "মহাকাশ", "দূরবীক্ষণ", "যন্ত্র", "থেকে", "নিশ্চিতকরণের", "জন্য", "অপেক্ষা", "করবে।" ]
[ "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 61, 62, 62, 62, 62, 0, 0, 0, 0, 0 ]
86
9bfe771c-6fb1-4fd8-8a9d-8a09ed00e5d8
[ "এটিএন্ডটি", "ডিএসপি", "১", "ছিল", "বেল", "ল্যাবস্", "দ্বারা", "নির্মিত", "একটি", "অগ্রণী", "ডিজিটাল", "সিগন্যাল", "প্রসেসর", "(", "ডিএসপি", ")", "।" ]
[ "O", "O", "O", "O", "B-PrivateCorp", "I-PrivateCorp", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 25, 26, 0, 0, 0, 0, 61, 62, 62, 0, 0, 0, 0 ]
87
7581b95f-3a5e-4aa2-9e20-d407bc17f3e5
[ "উভয়গুলিতে", "পাবলিক", "অ্যাক্সেস", "হয়", "পায়ে", "হেঁটে", "বাইসাইকেল", "বা", "নৌকা", "দ্বারা।" ]
[ "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 61, 0, 0, 0 ]
88
5a651465-26e0-43fe-8506-e5c2bef8ecb8
[ "এটি", "১৯৮২", "সালে", "অ্যাপল", "২", "এর", "জন্য", "প্রকাশিত", "হয়েছিল", "পর্যালোচকদের", "কাছ", "থেকে", "ইতিবাচক", "প্রতিক্রিয়া", "পেয়ে।" ]
[ "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
89
3c19a1eb-ea3c-402f-8e40-fec8f62321c3
[ "বিএডাব্লু", "বেসামরিক", "পাশাপাশি", "সামরিক", "যানবাহন", "উত্পাদন", "করে।" ]
[ "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O" ]
[ 0, 0, 0, 61, 62, 0, 0 ]
90
1a3544f0-02b0-48e8-be00-1ae6e8813762
[ "অক্টোবর", "২০১৭", "এর", "মাঝামাঝি", "সময়ে", "মাইক্রোসফট", "কর্পোরেশন", "ঘোষণা", "করেছে", "যে", "win10", "কোয়ালকম", "স্ন্যাপড্রাগন", "এ", "পরীক্ষার", "চূড়ান্ত", "পর্যায়ে", "রয়েছে।" ]
[ "O", "O", "O", "O", "O", "B-PublicCorp", "I-PublicCorp", "O", "O", "O", "B-Software", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 23, 24, 0, 0, 0, 17, 61, 62, 0, 0, 0, 0, 0 ]
91
df535f6a-1405-41c6-9517-9974a32949d6
[ "একটি", "বন্ধনী", "ঘড়িটি", "১৭", "তম", "এবং", "১৮", "শতকে", "তৈরি", "অ্যান্টিক", "পোর্টেবল", "টেবিল", "ঘড়ি", "এর", "একটি", "স্টাইল।" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0, 0 ]
92
69ee6eaa-0ba9-4c2e-86ca-6bec3fdfc576
[ "জাহাজগুলি", "বিভিন্ন", "ধরণের", "ক্ষেপণাস্ত্র", "পরিষেবাতে", "আসা", "বিভিন্ন", "ধরণের", "পরিষেবা", "দিতে", "সক্ষম", "হয়েছিল।" ]
[ "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0 ]
93
7b311534-fae2-4712-a57d-dbcf1f21a95c
[ "বেলুন", "লুপগুলি", "একক", "সমাপ্ত", "ট্রাম", "সহ", "ট্রাম", "সিস্টেমে", "ব্যাপকভাবে", "ব্যবহৃত", "হয়।" ]
[ "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 61, 0, 0, 0, 0 ]
94
306baece-eeb9-43c7-89f2-fff1c4153d3f
[ "৭৮", "কে", "হ'ল", "বাণিজ্যিক", "মার্কা", "১৬", "এবং", "৮", "বিট", "মাইক্রোকন্ট্রোলার", "পরিবারের", "নাম" ]
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-OtherPROD", "O", "O" ]
[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 61, 0, 0 ]
95
de22f78d-8d7f-40fc-860a-a7fa69832d55
[ "চুক্তির", "অধীনে", "তিনটি", "দেশ", "হাইপারসনিক", "অস্ত্র", "এর", "উন্নয়নকে", "ত্বরান্বিত", "করতে", "এবং", "এই", "জাতীয়", "ক্ষেপণাস্ত্রগুলির", "বিরুদ্ধে", "প্রতিরক্ষা", "করার", "জন্য", "সহযোগিতা", "করবে।" ]
[ "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 0, 61, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
96
2efdd870-622b-41c4-a695-53d9b08f3fb6
[ "চিরসবুজ", "/", "৪০০", "এর", "বিশ্বব্যাপী", "বিতরণ", "ইন্টারন্যাশনাল", "বিজনেস", "মেশিন", "কোং" ]
[ "O", "O", "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "I-OtherPROD" ]
[ 0, 0, 0, 0, 0, 0, 61, 62, 62, 62 ]
97
6cf67b53-b75d-4854-9f5b-537081f12f25
[ "সংস্থার", "ব্যবসায়িক", "মডেল", "বিলাসবহুল", "ভাড়ার", "জন্য", "যানবাহন", "বাজারে", "ফোকাস", "করে।" ]
[ "O", "O", "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "O" ]
[ 0, 0, 0, 0, 61, 62, 62, 0, 0, 0 ]
98
119137fe-0d24-452a-82d2-24f6108f6090
[ "একটি", "কিন্ডিল", "একটি", "লণ্ঠন", "একটি", "কাঠের", "কাঠামো", "সহ", "এবং", "রঙিন", "ম্যাট", "বা", "চকচকে", "কাগজপত্রগুলিতে", "আবৃত।" ]
[ "O", "O", "O", "B-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 0, 61, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
99
8e278794-458d-4cb1-baaa-c99da9d13cad
[ "এটি", "সাধারণত", "কেন্দ্রীয়", "প্রক্রিয়াজাতকরণ", "ইউনিট", "(", "সিপিইউ", ")", "এর", "অংশ", "হিসাবে", "প্রয়োগ", "করা", "হয়।" ]
[ "O", "O", "B-OtherPROD", "I-OtherPROD", "I-OtherPROD", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ 0, 0, 61, 62, 62, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
End of preview. Expand in Dataset Viewer.

Dataset Card for Multilingual Complex Named Entity Recognition (MultiCoNER)

Dataset Summary

The tagset of MultiCoNER is a fine-grained tagset. The fine to coarse level mapping of the tags are as follows:

  • Location (LOC) : Facility, OtherLOC, HumanSettlement, Station
  • Creative Work (CW) : VisualWork, MusicalWork, WrittenWork, ArtWork, Software
  • Group (GRP) : MusicalGRP, PublicCORP, PrivateCORP, AerospaceManufacturer, SportsGRP, CarManufacturer, ORG
  • Person (PER) : Scientist, Artist, Athlete, Politician, Cleric, SportsManager, OtherPER
  • Product (PROD) : Clothing, Vehicle, Food, Drink, OtherPROD
  • Medical (MED) : Medication/Vaccine, MedicalProcedure, AnatomicalStructure, Symptom, Disease

Supported Tasks and Leaderboards

The final leaderboard of the shared task is available here.

Languages

Supported languages are Bangla, Chinese, English, Spanish, Farsi, French, German, Hindi, Italian, Portuguese, Swedish, Ukrainian.

Dataset Structure

The dataset follows CoNLL format.

Data Instances

Here are some examples in different languages:

  • Bangla: [লিটল মিক্স | MusicalGrp] এ যোগদানের আগে তিনি [পিৎজা হাট | ORG] এ ওয়েট্রেস হিসাবে কাজ করেছিলেন।
  • Chinese: 它的纤维穿过 [锁骨 | AnatomicalStructure] 并沿颈部侧面倾斜向上和内侧.
  • English: [wes anderson | Artist]'s film [the grand budapest hotel | VisualWork] opened the festival .
  • Farsi: است] ناگویا |HumanSettlement] مرکزاین استان شهر
  • French: l [amiral de coligny | Politician] réussit à s y glisser .
  • German: in [frühgeborenes | Disease] führt dies zu [irds | Symptom] .
  • Hindi: १७९६ में उन्हें [शाही स्वीडिश विज्ञान अकादमी | Facility] का सदस्य चुना गया।
  • Italian: è conservato nel [rijksmuseum | Facility] di [amsterdam | HumanSettlement] .
  • Portuguese: também é utilizado para se fazer [licor | Drink] e [vinhos | Drink].
  • Spanish: fue superado por el [aon center | Facility] de [los ángeles | HumanSettlement] .
  • Swedish: [tom hamilton | Artist] amerikansk musiker basist i [aerosmith | MusicalGRP] .
  • Ukrainian: назва альбому походить з роману « [кінець дитинства | WrittenWork] » англійського письменника [артура кларка | Artist] .

Data Fields

The data has two fields. One is the token and another is the label. Here is an example from the English data.

# id f5458a3a-cd23-4df4-8384-4e23fe33a66b	domain=en
doris _ _ B-Artist
day _ _ I-Artist
included _ _ O
in _ _ O
the _ _ O
album _ _ O
billy _ _ B-MusicalWork
rose _ _ I-MusicalWork
's _ _ I-MusicalWork
jumbo _ _ I-MusicalWork

Data Splits

Train, Dev, and Test splits are provided

Dataset Creation

TBD

Loading the Dataset 

from datasets import load_dataset

english_data = load_dataset('MultiCoNER/multiconer_v2', 'English (EN)')

Licensing Information

CC BY 4.0

Citation Information 

@inproceedings{multiconer2-report,
    title={{SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2)}},
    author={Fetahu, Besnik and Kar, Sudipta and Chen, Zhiyu and Rokhlenko, Oleg and Malmasi, Shervin},
    booktitle={Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)},
    year={2023},
    publisher={Association for Computational Linguistics},
}

@article{multiconer2-data,
    title={{MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition}},
    author={Fetahu, Besnik and Chen, Zhiyu and Kar, Sudipta and Rokhlenko, Oleg and Malmasi, Shervin},
    year={2023},
}
Downloads last month
1,587
Edit dataset card
Homepage:
multiconer.github.io
Leaderboard:
codalab.lisn.upsaclay.fr
Point of Contact:
multiconer.github.io
Size of downloaded dataset files:
730 MB
Size of the auto-converted Parquet files:
338 MB
Number of rows:
2,709,465

Models trained or fine-tuned on MultiCoNER/multiconer_v2