A transformer-based QA system built for the morphologically rich Telugu language.
An Indic transformer is fine-tuned on the 82K-pair TeQuAD dataset, with morphology-aware answer refinement improving span alignment for Telugu's agglutinative structure. Input works through text, transliteration, file upload and speech, supported by in-place transliteration and a virtual Telugu phonetic keyboard.
Question answering research is dominated by English. Telugu is agglutinative and morphologically rich, so answer spans extracted by English-trained approaches routinely cut words in the wrong place.
Fine-tune an Indic transformer on a large Telugu QA corpus and add a morphology-aware refinement stage that corrects span boundaries, with input methods built for how Telugu is actually typed.
Indic Transformer Fine-Tuning
Trained on the 82K-pair TeQuAD dataset.
Morphology-Aware Answer Refinement
Improves span alignment for Telugu's agglutinative structure.
Multimodal Input
Text, transliteration, file upload, and speech-based search.
Accessibility Tools
In-place transliteration and a virtual Telugu phonetic keyboard.
Deep Learning / NLP
Language tooling
Application
Question input
The question arrives as text, transliteration, file or speech.
Encoding
The Indic transformer encodes question and context.
Span prediction
The model locates the candidate answer span.
Morphological refinement
Span boundaries are corrected for Telugu morphology.
Answer delivery
The refined answer is returned to the user.
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Yes. Share your guide's requirements, preferred technology stack and abstract format, and we adapt the modules, dataset or UI accordingly.
That is the point of the explanation session. We walk you through the architecture, every module, the flow of data and the results, and hand over a viva question bank with answers.
We help you with setup end to end — dependencies, environment, database and configuration — over chat or a call until it runs on your machine.
Yes. Post-delivery support is included, so you can come back for fixes, doubts or demo help even after the project is delivered.
Get complete source code, documentation, PPT, explanation, and support.
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