Search Results for author: Yichao Luo

Found 3 papers, 2 papers with code

One2Set: Generating Diverse Keyphrases as a Set

1 code implementation ACL 2021 Jiacheng Ye, Tao Gui, Yichao Luo, Yige Xu, Qi Zhang

In this work, we propose a new training paradigm One2Set without predefining an order to concatenate the keyphrases.

Keyphrase Generation

Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning

1 code implementation Findings (EMNLP) 2021 Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang

In response to this problem, we propose a new fine-grained evaluation metric to improve the RL framework, which considers different granularities: token-level $F_1$ score, edit distance, duplication, and prediction quantities.

Keyphrase Generation reinforcement-learning +1

SenSeNet: Neural Keyphrase Generation with Document Structure

no code implementations12 Dec 2020 Yichao Luo, Zhengyan Li, Bingning Wang, Xiaoyu Xing, Qi Zhang, Xuanjing Huang

Keyphrase Generation (KG) is the task of generating central topics from a given document or literary work, which captures the crucial information necessary to understand the content.

Inductive Bias Keyphrase Generation +1

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