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researcher

E. Ponti

55 papers hereh-index 333.8k citations101 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author9
  • middle author32
  • last author11

Across the 52 of 55 papers where every author was matched, so the position is known.

fields
  • cs.CL36
  • cs.LG15
  • cs.AI1
  • cs.CV1
  • cs.MA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedCombining Modular Skills in Multitask Learning

17 citations · 35 across the 24 of their papers we have counts for

collaborators
Showing cs.MAShow all

1 paper · 1 filter

cs.MA2026

Specialize Roles, Mix Deployments: Pushing the Cost-Accuracy Frontier of LLM Agent Teams

Yinsicheng Jiang, Liang Cheng, Yeqi Huang +6

LLM agents are increasingly deployed as multi-role teams, where tasks are divided across specialized roles such as planner, executor, and verifier. In these systems, cost and accur…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.