A Better Variant of Self-Critical Sequence Training

Code

• github.com/ruotianluo/self-critical.pytorch
  OfficialIn paperpytorch★ 1,006

Abstract

In this work, we present a simple yet better variant of Self-Critical Sequence Training. We make a simple change in the choice of baseline function in REINFORCE algorithm. The new baseline can bring better performance with no extra cost, compared to the greedy decoding baseline.

Tasks

Benchmark Results

Reproductions