Search Results for author: Yongzhu Chang

Found 7 papers, 1 papers with code

QiuNiu: A Chinese Lyrics Generation System with Passage-Level Input

no code implementations ACL 2022 Le Zhang, Rongsheng Zhang, Xiaoxi Mao, Yongzhu Chang

In this paper, we demonstrate the QiuNiu, a Chinese lyrics generation system which is conditioned on passage-level text rather than a few attributes or keywords.

Text Generation Unsupervised Machine Translation

Crafting a Good Prompt or Providing Exemplary Dialogues? A Study of In-Context Learning for Persona-based Dialogue Generation

no code implementations15 Feb 2024 Jiashu Pu, Yajing Wan, Yuru Zhang, Jing Chen, Ling Cheng, Qian Shao, Yongzhu Chang, Tangjie Lv, Rongsheng Zhang

Previous in-context learning (ICL) research has focused on tasks such as classification, machine translation, text2table, etc., while studies on whether ICL can improve human-like dialogue generation are scarce.

Dialogue Generation In-Context Learning +1

Examining the Effect of Pre-training on Time Series Classification

no code implementations11 Sep 2023 Jiashu Pu, Shiwei Zhao, Ling Cheng, Yongzhu Chang, Runze Wu, Tangjie Lv, Rongsheng Zhang

(iv) Adding more pre-training data does not improve generalization, but it can strengthen the advantage of pre-training on the original data volume, such as faster convergence.

Time Series Time Series Classification +1

Sudowoodo: a Chinese Lyric Imitation System with Source Lyrics

no code implementations9 Aug 2023 Yongzhu Chang, Rongsheng Zhang, Lin Jiang, Qihang Chen, Le Zhang, Jiashu Pu

In this paper, we introduce \textbf{\textit{Sudowoodo}}, a Chinese lyrics imitation system that can generate new lyrics based on the text of source lyrics.

Text Generation

I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection

no code implementations8 Aug 2023 Yongzhu Chang, Rongsheng Zhang, Jiashu Pu

Simile detection is a valuable task for many natural language processing (NLP)-based applications, particularly in the field of literature.

Data Augmentation Language Modelling +2

Probing Simile Knowledge from Pre-trained Language Models

1 code implementation ACL 2022 WeiJie Chen, Yongzhu Chang, Rongsheng Zhang, Jiashu Pu, Guandan Chen, Le Zhang, Yadong Xi, Yijiang Chen, Chang Su

In this paper, we probe simile knowledge from PLMs to solve the SI and SG tasks in the unified framework of simile triple completion for the first time.

Language Modelling Position +1

Dialog Intent Induction via Density-based Deep Clustering Ensemble

no code implementations18 Jan 2022 Jiashu Pu, Guandan Chen, Yongzhu Chang, Xiaoxi Mao

Existing task-oriented chatbots heavily rely on spoken language understanding (SLU) systems to determine a user's utterance's intent and other key information for fulfilling specific tasks.

Clustering Clustering Ensemble +2

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