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Md. Shad Akhtar

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#natural language process... Open access Oct 2026

Translation Circuit Discovery and Targeted Optimization for Low-Resource Multilingual Translation

Recent multilingual large language models achieve strong translation performance, yet the internal mechanisms responsible for low-resource multilingual translation remain insufficiently understood. In this paper, we study translation circuits in multilingual decoder-only LLMs for Hindi-to-Urdu and Hindi-to-Sindhi (Deva...

Atai Waris Khan, Abdullah Mazhar, R. Kumar et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Controlled Attribute-Specific Summarization of Interrogative Dialogues

Effective summarization of interrogative dialogues is a critical task in forensic and investigative settings, requiring high factual accuracy, coherence, and attribute-specific relevance. In this work, we introduce CASPER, a novel Chain-of-Thought Attribute-Specific Prompting for Evaluative Summarization framework that...

A. Bhardwaj, Arjit Singh Arora, Md. Shad Akhtar · 0 citations

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