Datasets:

kaiserahmed
/

BanglaTag-NER-Dataset

tokens listlengths 1 233	ner_tags listlengths 1 233
[ "বাংলাদেশে", "কক্সবাজার", "এলাকায়", "রোহিঙ্গাদের", "জন্য", "নির্ধারিত", "আশ্রয়", "শিবিরের", "বাইরে", "বেরুলে", "তাদের", "গ্রেপ্তার", "করা", "হবে", "বলে", "জানিয়েছেন", "পুলিশের", "মহাপরিদর্শক", "একেএম", "শহীদুল", "হক" ]	[ "B-LOC", "I-LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-CRIME", "O", "O", "O", "O", "O", "B-TITLE", "B-PER", "I-PER", "I-PER" ]
[ "রোহিঙ্গা", "সঙ্কট", "নিয়ে", "সরকারের", "অবস্থান", "তুলে", "ধরতে", "সোমবার", "তথ্য", "অধিদপ্তরের", "সম্মেলন", "কক্ষে", "এক", "সংবাদ", "সম্মেলনে", "তিনি", "এ", "কথা", "বলেন" ]	[ "B-EVENT", "I-EVENT", "O", "O", "O", "O", "O", "B-DATE", "O", "O", "B-EVENT", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "দেশটির", "এমনকি", "একেবারে", "সাধারণ", "খেটে", "খাওয়া", "মানুষেরাও", "বিদেশী", "জিনিস", "ব্যবহার", "করেন" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "জয়ের", "হার", "৯৩", "শতাংশের", "বেশি" ]	[ "O", "O", "O", "O", "O" ]
[ "ছবির", "নামের", "সঙ্গেই", "লেখা", "হয়েছে", "বোল্ড", "বিউটিফুল", "অ্যান্ড", "ব্লেসড" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "পরিচালক", "দীপক", "শিবদিশানির", "হাত", "ধরে", "প্রথম", "বার", "বলিউডে", "পা", "রাখছেন", "দক্ষিণী", "তারকা", "রাই", "লক্ষ্মী", "ক্যারিয়ারের", "শুরুতে", "এই", "অভিনেত্রীকে", "লক্ষ্মী", "রাই", "নামে", "চিনত", "সবাই" ]	[ "B-TITLE", "B-PER", "I-PER", "O", "O", "O", "O", "B-LOC", "O", "O", "O", "O", "B-PER", "I-PER", "O", "O", "O", "O", "B-PER", "I-PER", "O", "O", "O" ]
[ "পরে", "নাম", "বদলে", "রাই", "লক্ষ্মী", "হয়েছেন", "তিনি" ]	[ "O", "O", "O", "B-PER", "I-PER", "O", "O" ]
[ "বলিউডে", "প্রথম", "ধাপেই", "তার", "সাহসী", "অথচ", "সাবলীল", "ভঙ্গি", "কিন্তু", "যথেষ্ট", "নজর", "কেড়েছে", "দর্শকদের" ]	[ "B-LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "টুইটারে", "ছবির", "টিজার", "শেয়ার", "করেছেন", "রাই" ]	[ "B-ORG", "O", "O", "O", "O", "B-PER" ]
[ "তবে", "টিজার", "দেখে", "দর্শকদের", "বোঝার", "উপায়", "নেই", "যে", "ছবিতে", "আর", "কোন", "অভিনেতাকে", "দেখা", "যাবে" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "আপাতত", "নায়িকার", "শরীরের", "বিভিন্ন", "ঝলক", "দিয়েই", "টিজার", "প্রকাশ", "করেছে", "জুলি", "টু", "এর", "নির্মাতারা" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-PER", "I-PER", "I-PER", "O" ]
[ "সিনেমা", "জগতের", "অনেক", "অজানা", "গল্প", "নিয়েই", "সিনেমার", "মূল", "কাহিনী" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "এছাড়াও", "থাকবে", "রাজনীতি", "ও", "আন্ডারওয়ার্ল্ডের", "কথাও" ]	[ "O", "O", "O", "O", "O", "O" ]
[ "সেপ্টেম্বরে", "মুক্তি", "পাওয়ার", "কথা", "রয়েছে", "জুলি", "টু" ]	[ "B-DATE", "O", "O", "O", "O", "B-PER", "I-PER" ]
[ "দ্বিতীয়", "সর্বোচ্চ", "সফলতা", "পান", "রিয়াল", "মাদ্রিদে" ]	[ "O", "O", "O", "O", "B-ORG", "B-LOC" ]
[ "অপারেশন", "থিয়েটারের", "শয্যায়", "শুয়ে", "রয়েছেন", "এক", "অন্তঃসত্ত্বা", "মহিলা" ]	[ "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "অস্ত্রোপচার", "চলছে" ]	[ "O", "O" ]
[ "ভ্রূণের", "অবস্থা", "সঙ্কটজনক" ]	[ "O", "O", "O" ]
[ "অপারেশন", "থিয়েটারের", "দায়িত্বে", "দু", "জন", "চিকিত্সক" ]	[ "O", "O", "O", "O", "O", "O" ]
[ "সঙ্গে", "নার্স", "সহকারী", "সহ", "আরও", "অন্তত", "পাঁচজন" ]	[ "O", "O", "O", "O", "O", "O", "O" ]
[ "কিন্তু", "অস্ত্রোপচার", "যারা", "করবেন", "সেই", "দুই", "চিকিৎসকদের", "তখন", "ঝগড়ায়", "ব্যস্ত" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "অস্ত্রোপচার", "ছেড়ে", "গলা", "ফাটিয়ে", "চিৎকার", "করছেন", "তারা" ]	[ "O", "O", "O", "O", "O", "O", "O" ]
[ "কথা", "কাটাকাটি", "গালিগালাজ", "এমনকী", "একে", "অপরকে", "হুমকিও", "নাকি", "দিয়েছেন" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "এমনটাই", "ঘটেছে", "ভারতের", "জোধপুরের", "উমেদ", "হাসপাতালে" ]	[ "O", "O", "B-LOC", "I-LOC", "I-LOC", "I-LOC" ]
[ "দেশটির", "সংবাদ", "সংস্থা", "এএনআই", "সূত্রের", "খবর", "প্রসূতি", "ওই", "মহিলার", "অস্ত্রোপচার", "করার", "সময়", "অপারেশন", "থিয়েটারেই", "বচসায়", "জড়িয়ে", "পড়েন", "দুই", "চিকিৎসক" ]	[ "O", "O", "O", "B-ORG", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "স্প্যানিশ", "লা", "লিগার", "দলটির", "হয়ে", "লাকি", "সানডেতে", "২১টি", "ম্যাচে", "কোচিংয়ের", "আসনে", "বসে", "১৭টি", "জয়", "পান", "মরিনহো" ]	[ "B-ORG", "I-ORG", "I-ORG", "O", "O", "O", "B-DATE", "O", "O", "O", "B-CONSTITUENCY", "O", "O", "O", "O", "B-PER" ]
[ "মহিলার", "দিকে", "নজর", "না", "দিয়ে", "রীতিমতো", "ঝগড়াই", "করতে", "থাকেন", "তারা" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "শেষ", "পর্যন্ত", "বিবাদ", "মিটিয়ে", "চিকিত্সকেরা", "অস্ত্রোপচার", "সারলেন", "বটে", "তবে", "তত", "ক্ষণে", "মৃত্যু", "হয়েছে", "শিশুটির" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "হাসপাতাল", "সূত্রে", "খবর", "ঘটনার", "পর", "ওই", "দুই", "চিকিৎসক", "অশোক", "নয়নওয়াল", "এবং", "এম", "এল", "তককে", "বরখাস্ত", "করা", "হয়েছে" ]	[ "B-INST", "O", "O", "O", "O", "O", "O", "O", "B-PER", "I-PER", "O", "B-ORG", "I-ORG", "I-ORG", "O", "O", "O" ]
[ "এ", "বিষয়ে", "হাসপাতাল", "সুপার", "বলেন", "মহিলাকে", "যখন", "হাসপাতালে", "ভর্তি", "করা", "হয়", "তখনই", "তার", "ভ্রূণের", "অবস্থা", "ভাল", "ছিল", "না" ]	[ "O", "O", "B-INST", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "তবুও", "নবজাতকের", "মৃত্যুর", "কারণ", "খতিয়ে", "দেখা", "হচ্ছে", "গোটা", "ঘটনার", "একটি", "ভিডিও", "এখন", "রীতিমতো", "ভাইরাল", "হয়ে", "গিয়েছে", "সোশ্যাল", "মিডিয়ায়" ]	[ "O", "O", "O", "O", "O", "O", "O", "B-TIME", "O", "O", "O", "O", "O", "O", "O", "O", "B-LOC", "I-LOC" ]
[ "দেখুন", "সেই", "ভিডিও" ]	[ "O", "O", "O" ]
[ "মিয়ানমারের", "বিরুদ্ধে", "টার্গেটেড", "অবরোধ", "আরোপ", "করা", "উচিত", "জাতিসংঘ", "নিরাপত্তা", "পরিষদ", "ও", "সংশ্লিষ্ট", "দেশলোর" ]	[ "B-LOC", "O", "O", "O", "O", "O", "O", "B-ORG", "I-ORG", "B-INST", "O", "O", "O" ]
[ "একই", "সঙ্গে", "রোহিঙ্গা", "মুসলিমদের", "বিরুদ্ধে", "জাতি", "নিধন", "বন্ধে", "মিয়ানমারের", "সেনাবাহিনীর", "বিরুদ্ধে", "অস্ত্র", "নিষেধাজ্ঞা", "দেয়া", "উচিত" ]	[ "O", "O", "B-LOC", "I-LOC", "O", "O", "O", "O", "B-LOC", "B-ORG", "O", "O", "O", "O", "O" ]
[ "জব্দ", "করতে", "হবে", "সেনা", "কমান্ডার", "সহ", "নৃশংসতায়", "জড়িত", "সবার", "সম্পদ" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "এক্ষেত্রে", "শুধু", "জাতিসংঘ", "নিরাপত্তা", "পরিষদের", "দিকে", "তাকিয়ে", "অপেক্ষা", "করলে", "হবে", "না" ]	[ "O", "O", "B-ORG", "I-ORG", "I-ORG", "O", "O", "O", "O", "O", "O" ]
[ "বাকি", "চারটি", "ম্যাচ", "ড্র", "হয়" ]	[ "O", "O", "O", "O", "O" ]
[ "সংশ্লিষ্ট", "দেশগুলোকে", "ব্যবস্থা", "নিতে", "হবে" ]	[ "O", "O", "O", "O", "O" ]
[ "মিয়ানমারে", "নৃশংসতায়", "দায়ীদেরকে", "যুক্তরাষ্ট্রের", "স্পেশাল", "ডিজাইনেটেড", "ন্যাশনালস", "এসডিএন", "তালিকায়", "নিতে", "হবে" ]	[ "B-LOC", "O", "O", "B-LOC", "B-ORG", "I-ORG", "I-ORG", "I-ORG", "O", "O", "O" ]
[ "একই", "পদক্ষেপ", "নিয়ে", "এগিয়ে", "আসতে", "হবে", "ইউরোপীয়", "ইউনিয়ন", "ও", "এর", "সদস্যদের" ]	[ "O", "O", "O", "O", "O", "O", "B-ORG", "B-INST", "O", "O", "O" ]
[ "১৭ই", "সেপ্টেম্বর", "নিজস্ব", "ওয়েবসাইটে", "এ", "আহ্বান", "জানিয়েছে", "আন্তর্জাতিক", "মানবাধিকার", "বিষয়ক", "সংগঠন", "হিউম্যান", "রাইটস", "ওয়াচ" ]	[ "B-DATE", "I-DATE", "O", "O", "O", "O", "O", "B-ORG", "I-ORG", "I-ORG", "I-ORG", "I-ORG", "I-ORG", "I-ORG" ]
[ "এতে", "বলা", "হয়", "২৫", "শে", "আগস্ট", "আরাকান", "রোহিঙ্গা", "সালভেশন", "আর্মির", "আরসা", "হামলার", "পর", "মিয়ানমারের", "সেনাবাহিনী", "গণহারে", "অগ্নিসংযোগ", "গণহত্যা", "লুটপাট", "গ্রামের", "পর", "গ্রাম", "জ্বালিয়ে", "পুড়িয়ে", "ধ্বংস", "করে", "দিচ্ছে" ]	[ "O", "O", "O", "B-DATE", "I-DATE", "I-DATE", "B-LOC", "B-ORG", "I-ORG", "I-ORG", "B-PER", "B-CRIME", "O", "B-LOC", "B-ORG", "O", "B-CRIME", "O", "B-CRIME", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "এমন", "পরিস্তিতিতে", "প্রায়", "পাঁচ", "লাখ", "রোহিঙ্গা", "জীবন", "বাঁচাতে", "আশ্রয়", "নিয়েছে", "বাংলাদেশে" ]	[ "O", "O", "O", "O", "O", "B-LOC", "O", "O", "O", "O", "B-LOC" ]
[ "বিশ্ব", "নেতারা", "নিউ", "ইয়র্কে", "সমবেত", "হয়েছেন", "জাতিসংঘ", "সাধারণ", "অধিবেশনে", "যোগ", "দিতে" ]	[ "O", "O", "B-LOC", "I-LOC", "O", "O", "B-ORG", "I-ORG", "I-ORG", "O", "O" ]
[ "আজ", "সোমবার", "এ", "অধিবেশন", "শুরু", "হওয়ার", "কথা" ]	[ "B-DATE", "I-DATE", "O", "O", "O", "O", "O" ]
[ "এর", "উদ্বোধন", "অনুষ্ঠানকে", "সামনে", "রেখে", "হিউম্যান", "রাইটস", "ওয়াচ", "বলেছে", "মিয়ানমার", "সঙ্কটকে", "এজেন্ডায়", "অগ্রাধিকার", "দেয়া", "উচিত", "জাতিসংঘের", "সাধারণ", "অধিবেশনে" ]	[ "O", "O", "O", "O", "O", "B-ORG", "I-ORG", "I-ORG", "O", "B-LOC", "O", "O", "O", "O", "O", "B-ORG", "I-ORG", "I-ORG" ]
[ "একই", "সঙ্গে", "চলমান", "সহিংসতার", "বিরুদ্ধে", "নিন্দা", "জানাতে", "হবে" ]	[ "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "সফলতার", "হার", "প্রায়", "৮১", "শতাংশ" ]	[ "O", "O", "O", "O", "O" ]
[ "যাদের", "কাছে", "সহায়তা", "পৌঁছানো", "খুবই", "জরুরি", "তাদের", "কাছে", "মানবিক", "সহায়তায়", "পাঠানোতে", "বাধা", "দেয়ার", "নিন্দা", "জানাতে", "হবে" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "আরো", "কড়া", "আহ্বান", "জানিয়েছে", "হিউম্যান", "রাইটস", "ওয়াচ" ]	[ "O", "O", "O", "O", "B-ORG", "I-ORG", "I-ORG" ]
[ "তারা", "বলেছে", "আরো", "জরুরি", "ভিত্তিতে", "এসব", "নৃশংসতার", "জন্য", "যারা", "দায়ী", "তাদের", "বিরুদ্ধে", "ভ্রমণ", "নিষেধাজ্ঞা", "দিতে", "হবে" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "তাদের", "সম্পদ", "জব্দ", "করতে", "হবে" ]	[ "O", "O", "O", "O", "O" ]
[ "কার্যকর", "অস্ত্র", "নিষেধাজ্ঞা", "দিতে", "হবে", "মিয়ানমারের", "বিরুদ্ধে" ]	[ "O", "O", "O", "O", "O", "B-LOC", "O" ]
[ "সেনাবাহিনীর", "সঙ্গে", "সহযোগিতা", "ও", "আর্থিক", "বিনিময়ের", "ক্ষেত্রেও", "নিষেধাজ্ঞা", "দিতে", "হবে" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "হিউম্যান", "রাইটস", "ওয়াচের", "এশিয়া", "বিষয়ক", "পরিচালক", "জন", "সিফটন", "বলেছেন", "রোহিঙ্গাদের", "বিরুদ্ধে", "জাতি", "নিধন", "চালাচ্ছে", "মিয়ানমারের", "নিরাপত্তা", "রক্ষাকারী", "বাহিনী" ]	[ "B-ORG", "I-ORG", "I-ORG", "I-ORG", "O", "B-TITLE", "B-PER", "I-PER", "O", "O", "O", "O", "O", "O", "B-LOC", "O", "O", "O" ]
[ "এখন", "সময়", "এসেছে", "আরো", "কঠোরতা", "আরোপ", "করা", "যা", "এড়িয়ে", "যেতে", "পারবেন", "না", "মিয়ানমারের", "জেনারেলরা" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-LOC", "O" ]
[ "হিউম্যান", "রাইটস", "ওয়াচ", "আরো", "বলেছে", "দুর্গত", "মানুষের", "কাছে", "মানবিক", "সহায়তা", "পৌঁছে", "দেয়ার", "জন্য", "এ", "সংক্রান্ত", "এজেন্সিগুলোকে", "প্রবেশাধিকার", "দিতে", "মিয়ানমারের", "প্রতি", "আহ্বান", "জানানো", "উচিত", "জাতিসংঘ", "নিরাপত্তা", "পরিষদের" ]	[ "B-ORG", "I-ORG", "I-ORG", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-LOC", "O", "O", "O", "O", "B-ORG", "I-ORG", "I-ORG" ]
[ "দাবি", "জানাতে", "হবে", "জাতিসংঘের", "ফ্যাক্ট", "ফাইন্ডিং", "মিশনকে", "মিয়ানমারের", "ভিতরে", "নৃশংসতা", "তদন্তের", "অনুমোদন", "দিতে", "হবে" ]	[ "O", "O", "O", "B-ORG", "I-ORG", "I-ORG", "I-ORG", "B-LOC", "O", "O", "O", "O", "O", "O" ]
[ "ইতালিয়ান", "লিগে", "রোববার", "২১টি", "ম্যাচের", "মধ্যে", "১৫টি", "জয়", "এবং", "ছয়টি", "ড্র", "সঙ্গী", "হয়", "মরিনহোর" ]	[ "B-LOC", "O", "B-DATE", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-PER" ]
[ "নিশ্চিত", "করতে", "হবে", "বাস্তুচ্যুত", "মানুষগুলোকে", "নিরাপদে", "ও", "স্বেচ্ছায়", "ঘরে", "ফেরার", "সুযোগ", "দিতে" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "এক্ষেত্রে", "প্রথম", "পদক্ষেপ", "হিসেবে", "জাতিসংঘ", "নিরাপত্তা", "পরিষদ", "সদস্যদের", "প্রতিক্রিয়া", "জানতে", "উন্মুক্ত", "আলোচনা", "করতে", "পারে" ]	[ "O", "O", "O", "O", "B-ORG", "I-ORG", "B-INST", "O", "O", "O", "O", "O", "O", "O" ]
[ "তাতে", "আমন্ত্রণ", "জানানো", "জাতিসংঘের", "মহাসচিব", "অ্যান্টনিও", "গুতেরাঁকে", "যাতে", "তিনি", "রাখাইন", "সঙ্কট", "নিয়ে", "ব্রিফ", "করতে", "পারেন" ]	[ "O", "O", "O", "B-ORG", "B-TITLE", "B-PER", "I-PER", "O", "O", "B-LOC", "O", "O", "O", "O", "O" ]
[ "এ", "সঙ্কটকে", "জাতি", "নির্মূল", "হিসেবে", "আখ্যাযিত", "করেছে", "মানবাধিকার", "বিষয়ক", "জাতিসংঘের", "হাই", "কমিশনার" ]	[ "O", "O", "O", "O", "O", "O", "O", "B-ORG", "I-ORG", "I-ORG", "I-ORG", "B-TITLE" ]
[ "যারা", "মারাত্মক", "নৃশংসতা", "ঘটিয়েছে", "তাদেরকে", "দায়ী", "করে", "বিচারের", "আওতায়", "আনা", "বিশেষ", "করে", "আন্তর্জাতিক", "অপরাধ", "আদালতে", "বিচারের", "বিষয়টি", "আলোচনায়", "আনা", "উচিত", "পরিষদের" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-ORG", "O", "O", "O", "O", "O", "O" ]
[ "মিয়ানমারের", "মানবিক", "সঙ্কট", "ও", "মানবাধিকার", "পরিস্থিতিতে", "জাতিসংঘ", "নিরাপত্তা", "পরিষদের", "পদক্ষেপের", "দিকে", "তাকিয়ে", "থেকে", "সময়", "নষ্ট", "করা", "উচিত", "নয়", "সংশ্লিষ্ট", "সরকারগুলোর" ]	[ "B-LOC", "O", "O", "O", "O", "O", "B-ORG", "I-ORG", "I-ORG", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "তাদের", "উচিত", "মিয়ানমারে", "নৃশংসতার", "জন্য", "নিরাপত্তা", "রক্ষাকারী", "বাহিনীর", "যেসব", "কর্মকর্তা", "দায়ী", "তাদের", "বিরুদ্ধে", "ভ্রমণ", "নিষেধাজ্ঞা", "জারি", "করা", "ও", "তাদের", "সম্পদ", "বাজেয়াপ্ত", "করা" ]	[ "O", "O", "B-LOC", "O", "O", "O", "O", "O", "O", "B-TITLE", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "সব", "রকম", "সামরিক", "সরঞ্জাম", "বিক্রি", "সহায়তা", "সহযোগিতা", "বন্ধ", "করতে", "হবে" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "বিশেষ", "করে", "কমান্ডার", "ইন", "চিফ", "সিনিয়র", "জেনারেল", "মিন", "অং", "হ্লাইং", "সহ", "মিয়ানমারের", "সিনিয়র", "নেতৃত্ব", "যুক্তরাষ্ট্রের", "স্পেশাল", "ডিজাইনেটেড", "ন্যাশনালস", "এসডিএন", "তালিকায়", "আনা", "উচিত" ]	[ "O", "O", "B-PER", "I-PER", "I-PER", "I-PER", "I-PER", "I-PER", "I-PER", "I-PER", "O", "B-LOC", "O", "O", "B-LOC", "B-ORG", "I-ORG", "I-ORG", "I-ORG", "O", "O", "O" ]
[ "এই", "তালিকায়", "যারা", "থাকে", "তাদেরকে", "যুক্তরাষ্ট্রের", "কোনো", "প্রতিষ্ঠানে", "আর্থিক", "সুবিধা", "দেয়া", "হয়", "না" ]	[ "O", "O", "O", "O", "O", "B-LOC", "O", "O", "O", "O", "O", "O", "O" ]
[ "সফলতার", "হার", "প্রায়", "৭১", "শতাংশ" ]	[ "O", "O", "O", "O", "O" ]
[ "যুক্তরাষ্ট্রে", "তাদের", "ভ্রমণের", "ক্ষেত্রে", "সীমাবদ্ধতা", "আছে" ]	[ "B-LOC", "O", "O", "O", "O", "O" ]
[ "যুক্তরাষ্ট্রে", "তাদের", "সম্পদ", "জব্দ", "করা", "হয়" ]	[ "B-LOC", "O", "O", "O", "O", "O" ]
[ "একই", "রকম", "অর্থনৈতিক", "ও", "ভ্রমণ", "বিষয়ক", "অবরোধ", "আরোপ", "করা", "উচিত", "ইউরোপীয়", "ইউনিয়ন", "ও", "এর", "সদস্য", "দেশগুলোর" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-ORG", "B-INST", "O", "O", "B-TITLE", "O" ]
[ "মিয়ানমারের", "বিরুদ্ধে", "বিদ্যমান", "ইউরোপীয়", "ইউনিয়নের", "অস্ত্র", "নিষেধাজ্ঞার", "মেয়াদ", "বাড়ানো", "উচিত" ]	[ "B-LOC", "O", "O", "B-ORG", "I-ORG", "O", "O", "O", "O", "O" ]
[ "একই", "সঙ্গে", "সব", "রকম", "সামরিক", "সহায়তা", "বন্ধ", "করা", "উচিত" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "জাপান", "নরওয়ে", "দক্ষিণ", "কোরিয়া", "কানাডা", "ও", "অস্ট্রেলিয়া", "সহ", "সংশ্লিষ্ট", "দেশগুলোর", "একই", "রকম", "পদক্ষেপ", "নেয়া", "উচিত" ]	[ "B-LOC", "I-LOC", "I-LOC", "I-LOC", "I-LOC", "O", "B-LOC", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "জন", "সিফটন", "বলেছেন", "যদি", "প্রকৃত", "অর্থনৈতিক", "করুণ", "পরিণতি", "নেমে", "আসে", "তাহলে", "আন্তর্জাতিক", "সম্প্রদায়ের", "আহ্বানে", "মিয়ানমারের", "সিনিয়র", "সামরিক", "কমান্ডাররা", "মনোযোগী", "হতে", "পারে" ]	[ "B-PER", "I-PER", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-LOC", "O", "O", "O", "O", "O", "O" ]
[ "এতে", "যারা", "জাতি", "নির্মূল", "করছেন", "তাদের", "ওপর", "প্রভাব", "পড়বে" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "এরই", "মধ্যে", "হিউম্যান", "রাইটস", "ওয়াচ", "স্যাটেলাইটে", "পাওয়া", "বেশ", "কিছু", "ছবি", "বিশ্লেষণ", "করেছে" ]	[ "O", "O", "B-ORG", "I-ORG", "I-ORG", "O", "O", "O", "O", "O", "O", "O" ]
[ "তাতে", "দেখা", "গেছে", "কমপক্ষে", "২২০টি", "রোহিঙ্গা", "গ্রাম", "পুড়িয়ে", "দেয়া", "হয়েছে", "২৫", "আগস্ট", "থেকে", "১৬", "ই", "সেপ্টেম্বরের", "মধ্যে" ]	[ "O", "O", "O", "O", "O", "B-LOC", "I-LOC", "O", "O", "O", "B-DATE", "I-DATE", "O", "B-DATE", "O", "B-DATE", "O" ]
[ "সেই", "তুলনায়", "ইংল্যান্ডে", "মরিনহোর", "ফলাফল", "একটু", "মন্দই" ]	[ "O", "O", "B-LOC", "B-PER", "O", "O", "O" ]
[ "পালিয়ে", "বাংলাদেশে", "আসা", "রোহিঙ্গা", "গ্রামবাসী", "বলেছেন", "মিয়ানমারের", "সেনাবাহিনী", "গ্রামগুলোতে", "লুটপাট", "চালাচ্ছে" ]	[ "O", "B-LOC", "O", "O", "O", "O", "B-LOC", "B-ORG", "O", "B-CRIME", "O" ]
[ "তারপর", "তারা", "বাড়িঘরে", "আগুন", "দরিয়ে", "দিচ্ছে" ]	[ "O", "O", "O", "O", "O", "O" ]
[ "অন্যদিকে", "মিয়ানমার", "সরকারের", "অভিযোগ", "আরসা", "যোদ্ধারা", "ও", "রোহিঙ্গা", "গ্রামবাসী", "এসব", "অগ্নিসংযোগের", "জন্য", "দায়ী" ]	[ "O", "B-LOC", "B-ORG", "B-CRIME", "B-PER", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "তবে", "এর", "পক্ষে", "তারা", "কোনো", "প্রমাণ", "দিতে", "পারে", "নি" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "যদি", "আরসার", "কোনো", "কমান্ডার", "বিশ্বাসযোগ্য", "কোনা", "নৃশংসতা", "ঘটিয়ে", "থাকে", "এবং", "তা", "প্রমাণ", "হয়", "তাহলে", "তাদেরকেও", "অবরোধের", "আওতায়", "আনা", "উচিত" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "দুঃসহ", "রাত" ]	[ "O", "B-TIME" ]
[ "ঘনকালো", "অন্ধকার" ]	[ "O", "O" ]
[ "রাতের", "নিস্তব্ধতা", "ভাঙছে", "রোহিঙ্গাদের", "আর্তনাদ" ]	[ "O", "O", "O", "B-LOC", "O" ]
[ "পিদিমের", "ক্ষীণ", "আলো", "জানান", "দিচ্ছে", "বিপর্যস্ত", "মানবতার", "অস্তিত্ব" ]	[ "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "সমতল", "ও", "পাহাড়ের", "বুক", "জুড়ে", "মাটিতে", "শুয়ে", "বসে", "আছে", "আশ্রয়হীন", "অগণিত", "নারী", "পুরুষ", "শিশু", "বৃদ্ধ" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "লাকি", "সানডেতে", "চেলসি", "এবং", "ম্যানচেস্টার", "ইউনাইটেডের", "ডাগআউটে", "৩৪টি", "ম্যাচে", "২২টি", "জয়", "পায়", "স্পেশাল", "ওয়ান" ]	[ "B-EVENT", "B-DATE", "B-ORG", "O", "B-ORG", "I-ORG", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "তাদের", "নির্ঘুম", "রাতের", "সঙ্গী", "ক্ষুধা", "তৃষ্ণা", "যন্ত্রণা", "অসুখ", "ক্লান্তি", "ভয়", "আহাজারি", "আর", "ফেলে", "আসা", "ভয়াল", "অতীত" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "দু", "চোখে", "রাজ্যের", "অনিশ্চয়তা" ]	[ "O", "O", "O", "O" ]
[ "তবুও", "মিয়ানমারে", "মৃত্যুর", "তাড়া", "খাওয়া", "বিপন্ন", "জীবন", "রক্ষা", "পাওয়ার", "স্বস্তিতে", "অনেক", "রোহিঙ্গার", "চোখে", "ক্লান্তির", "ঘুম" ]	[ "O", "B-LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "কারও", "কারও", "সেই", "ঘুম", "ভাঙছে", "বীভৎসতার", "দুঃসহ", "স্মৃতির", "দুঃস্বপ্নের", "তাড়ায়" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "মশা", "এবং", "পোকা", "মাকড়ের", "উৎপাতও", "কেড়ে", "নিচ্ছে", "বহু", "প্রতীক্ষার", "ঘুম" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]
[ "এলোমেলো", "মানুষের", "দীর্ঘ", "সারি" ]	[ "O", "O", "O", "O" ]
[ "নারী", "পুরুষ", "শিশু", "বৃদ্ধ", "নবজাতক", "সবাই", "একসঙ্গে" ]	[ "O", "O", "O", "O", "O", "O", "O" ]
[ "কিংবা", "পিতা", "মাতা", "কন্যা", "ছেলে", "ভাই", "বোন", "স্বামী", "স্ত্রী", "পাশাপাশি" ]	[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O" ]

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BanglaTag NER Dataset

A Bengali (Bangla) Named Entity Recognition dataset with 22,144 sentences labeled using the BIO tagging scheme across 13 entity types.

Format

Each line in data.jsonl is a JSON object:

{"tokens": ["একেএম", "শহীদুল", "হক", "বাংলাদেশে"], "ner_tags": ["B-PER", "I-PER", "I-PER", "B-LOC"]}

Entity Types

Tag	Description
`PER`	Person names
`LOC`	Locations, cities, countries
`ORG`	Organizations, companies
`POL`	Political entities / parties
`DATE`	Calendar dates
`TIME`	Times of day
`EVENT`	Named events
`CRIME`	Crime-related entities
`TITLE`	Titles, designations
`NUM`	Numbers, quantities
`SYMBOL`	Symbols, currencies
`CONSTITUENCY`	Electoral constituencies
`INST`	Institutions

All tags use BIO format: B- (beginning), I- (inside), O (outside/non-entity).

Dataset Statistics

Split	Sentences
Total	22,144
Train (85%)	~18,822
Validation (7.5%)	~1,661
Test (7.5%)	~1,661

Label List

[
  "O",
  "B-PER",
  "I-PER",
  "B-LOC",
  "I-LOC",
  "B-ORG",
  "I-ORG",
  "B-POL",
  "I-POL",
  "B-DATE",
  "I-DATE",
  "B-TIME",
  "I-TIME",
  "B-EVENT",
  "I-EVENT",
  "B-CRIME",
  "I-CRIME",
  "B-TITLE",
  "I-TITLE",
  "B-NUM",
  "I-NUM",
  "B-SYMBOL",
  "I-SYMBOL",
  "B-CONSTITUENCY",
  "I-CONSTITUENCY",
  "B-INST",
  "I-INST"
]

Usage

from datasets import load_dataset

dataset = load_dataset("kaiserahmed/BanglaTag-NER-Dataset")
print(dataset["train"][0])
# {'tokens': [...], 'ner_tags': [...]}

Or load manually:

import json

samples = []
with open("data.jsonl", encoding="utf-8") as f:
    for line in f:
        samples.append(json.loads(line))

Associated Model

Fine-tuned NER model trained on this dataset: 👉 kaiserahmed/BanglaTag

Citation

@misc{banglatag-ner-dataset-2026,
  title  = {BanglaTag NER Dataset: Bengali Named Entity Recognition},
  author = {Kaiser Ahmed},
  year   = {2026},
  url    = {https://huggingface.co/datasets/kaiserahmed/BanglaTag-NER-Dataset}
}

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