COILD, an Indic-centric parallel corpus comprising over 1.16 million human-translated and human-verified sentence pairs, covers 20 Indian language pairs across the Indo-Aryan, Dravidian, Tibeto-Burman, and Austro-Asiatic language families, and provides a valuable training and evaluation resource for advancing multiling...
Kshetrimayum Boynao Singh, Nitin Kumar Mishra, P. Dutta et al.· 0 citations
Tree-of-Concerns is introduced, a multi-agent framework that deploys specialized skeptic personas, each operating through a category-specific analytical lens, as parallel debate trees to extract unstated limitations from scientific papers.
Sahil Mishra, N. Rajeev, Tanmoy Chakraborty· 0 citations
A hierarchical multi-agent system in which four lightweight learned gates jointly govern agent selection, hierarchy depth, inter-agent communication, and branch pruning, which remains competitive to existing frameworks on AIME-2025, where model depth dominates.
Sudipto Ghosh, Tanmoy Chakraborty· 0 citations
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