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John M. Mulvey

2 papers hereh-index 7315 citations15 works total

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

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • q-fin.PM1
same name
  • John M. Mulvey — 1 paper
  • John M. Mulvey — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedPoBRL: Optimizing Multi-Document Summarization by Blending Reinforcement Learning Policies

4 citations · 4 across the 1 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2021★ 4 cited

PoBRL: Optimizing Multi-Document Summarization by Blending Reinforcement Learning Policies

Andy Su, Difei Su, John M. Mulvey +1

We propose a novel reinforcement learning based framework PoBRL for solving multi-document summarization. PoBRL jointly optimizes over the following three objectives necessary for…

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