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20232026
most citedCatalog Phrase Grounding (CPG): Grounding of Product Textual Attributes in Product Images for e-commerce Vision-Language Applications

2 citations · 4 across the 18 of their papers we have counts for

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cs.AI2026

Extremely Sparse Supervision Incentivizes Reasoning Ability

Zhishuai Liu, Xingzi Xu, Mehmet Saygin Seyfioglu +2

Large language models demonstrate increasingly strong reasoning capabilities through effective post-training. Yet, prevailing post-training methods optimize over massive numbers of…

cs.AI2026

Trie Automata for Constrained Decoding over Large Finite Sets

Xingzi Xu, Karim Bouyarmane

Large language models increasingly need to generate structured outputs that conform to predefined schemas, with one common constraint being selection from a finite set of valid str…