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Mapper

PulseAugur coverage of Mapper — every cluster mentioning Mapper across labs, papers, and developer communities, ranked by signal.

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RESEARCH · CL_10097 · Apr 30 · 04:00

Topology tool Mapper reveals how language models encode ambiguity

Researchers have introduced Mapper, a topological data analysis tool, to better understand how language models handle ambiguity. Applied to RoBERTa-Large, Mapper revealed that fine-tuning reorganizes the model's embeddi…