Tasks কাজসমূহ

Every resource in the catalog is organized under a task. Each task page collects its datasets, leaderboard, papers, and model checkpoints.

Sentiment Analysisঅনুভূতি বিশ্লেষণ

Polarity and emotion classification of Bangla text from social media, reviews, and news comments.

10 datasets123 papers1 models
No leaderboard curated yet — contribute via PR
Named Entity Recognitionনামীয় সত্তা শনাক্তকরণ

Detecting person, location, organization and other entities in Bangla text.

6 datasets35 papers2 models
No leaderboard curated yet — contribute via PR
Machine Translationযন্ত্রানুবাদ

Bangla↔English and multilingual translation, parallel corpora and paraphrase generation.

8 datasets69 papers3 models
No leaderboard curated yet — contribute via PR
Question Answeringপ্রশ্নোত্তর

Extractive and generative QA over Bangla passages and knowledge.

4 datasets27 papers1 models
Top listed · BanglaT5 78.11 Answer F1 (0-100, higher is better) on BanglaRQA overall test (fine-tuned)
Summarizationসারাংশকরণ

Abstractive and extractive summarization of Bangla news and documents.

3 datasets25 papers2 models
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Hate Speech Detectionঘৃণাত্মক বক্তব্য শনাক্তকরণ

Identifying hateful, offensive, and abusive Bangla content online.

8 datasets87 papers1 models
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ASR / TTSকথন শনাক্তকরণ ও সংশ্লেষণ

Bangla speech recognition and text-to-speech corpora and models.

5 datasets100 papers6 models
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Speech Emotion Recognitionকণ্ঠস্বরে আবেগ শনাক্তকরণ

Recognizing emotion (anger, happiness, sadness, and more) from the acoustic speech signal — distinct from text-based emotion classification under Sentiment Analysis.

4 datasets13 papers0 models
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Speaker ID / Diarizationবক্তা শনাক্তকরণ ও বিভাজন

Identifying and distinguishing speakers in Bangla audio — speaker identification, verification, and diarization (who spoke when).

0 datasets4 papers0 models
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Text Classificationপাঠ্য শ্রেণিবিন্যাস

News categorization, fake news detection, and document classification.

5 datasets76 papers1 models
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POS Taggingপদ চিহ্নিতকরণ

Part-of-speech tagging, treebanks, and morphological analysis for Bangla.

2 datasets48 papers1 models
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LLM Benchmarksবৃহৎ ভাষা মডেল মূল্যায়ন

Evaluating large language models on Bangla knowledge, reasoning, and generation.

8 datasets92 papers8 models
Top listed · Claude-3.5-Sonnet 68.53 Accuracy (answer-only) on B-REASO
Visual Question Answeringচিত্রভিত্তিক প্রশ্নোত্তর

Answering questions about images in Bangla, and evaluating vision-language models on Bengali visual and cultural content.

0 datasets2 papers0 models
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OCR & Document Understandingলিখন শনাক্তকরণ ও নথি বিশ্লেষণ

Recognising printed and handwritten Bangla text at word, line, document and scene level, and extracting information from document images. Isolated character and digit classification is out of scope — see TODO-data.md.

0 datasets44 papers0 models
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Spelling & Grammar Correctionবানান ও ব্যাকরণ সংশোধন

Detecting, correcting and explaining spelling and grammatical errors in Bangla text.

0 datasets13 papers0 models
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Coreference & Anaphoraঅন্বয় ও সর্বনাম নির্দেশ

Resolving pronouns and linking mentions that refer to the same entity in Bangla text.

0 datasets6 papers0 models
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Natural Language Inferenceভাষাগত অনুমান

Deciding whether one Bangla sentence entails, contradicts or is neutral towards another.

0 datasets3 papers0 models
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Word Sense Disambiguationশব্দার্থ নিরূপণ

Choosing the intended sense of an ambiguous Bangla word in context, and inducing sense inventories.

0 datasets9 papers0 models
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Punctuation Restorationযতিচিহ্ন পুনরুদ্ধার

Restoring punctuation and sentence boundaries in unpunctuated Bangla text, typically ASR output.

0 datasets3 papers0 models
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Text Style Transferরচনাশৈলী রূপান্তর

Rewriting Bangla text into a different style or register while preserving its meaning.

0 datasets2 papers0 models
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Stance Detectionঅবস্থান শনাক্তকরণ

Identifying the position a Bangla text takes towards a target claim, person or topic.

0 datasets1 papers0 models
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Readability & Complexityপাঠযোগ্যতা ও জটিলতা

Measuring how hard Bangla text is to read, including readability formulas and lexical complexity prediction.

0 datasets9 papers0 models
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Image Captioningচিত্র বর্ণনা

Generating Bangla descriptions of images and video.

0 datasets15 papers0 models
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Dialogue & Chatbotsসংলাপ ও চ্যাটবট

Open-domain and task-oriented Bangla conversational systems, and the corpora behind them.

0 datasets4 papers0 models
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Speech Translationকথন অনুবাদ

Translating Bangla speech into text or speech in another language, cascaded or end-to-end.

0 datasets3 papers0 models
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Entity Linkingসত্তা সংযুক্তিকরণ

Linking Bangla entity mentions to entries in a knowledge base. No Bangla-specific work was found when this task was added — see TODO-data.md.

0 datasets0 papers0 models
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