Search Results for author: Ziyu Yang

Found 8 papers, 1 papers with code

BERT 4EVER@LT-EDI-ACL2022-Detecting signs of Depression from Social Media:Detecting Depression in Social Media using Prompt-Learning and Word-Emotion Cluster

no code implementations LTEDI (ACL) 2022 Xiaotian Lin, Yingwen Fu, Ziyu Yang, Nankai Lin, Shengyi Jiang

In this paper, we report the solution of the team BERT 4EVER for the LT-EDI-2022 shared task2: Homophobia/Transphobia Detection in social media comments in ACL 2022, which aims to classify Youtube comments into one of the following categories: no, moderate, or severe depression.

text-classification Text Classification +2

NPF-200: A Multi-Modal Eye Fixation Dataset and Method for Non-Photorealistic Videos

1 code implementation23 Aug 2023 Ziyu Yang, Sucheng Ren, Zongwei Wu, Nanxuan Zhao, Junle Wang, Jing Qin, Shengfeng He

Non-photorealistic videos are in demand with the wave of the metaverse, but lack of sufficient research studies.

Saliency Detection

How to choose "Good" Samples for Text Data Augmentation

no code implementations2 Feb 2023 Xiaotian Lin, Nankai Lin, Yingwen Fu, Ziyu Yang, Shengyi Jiang

In this paper, we propose a novel self-training selection framework with two selectors to select the high-quality samples from data augmentation.

Data Augmentation Semantic Similarity +3

A New Evaluation Method: Evaluation Data and Metrics for Chinese Grammar Error Correction

no code implementations30 Apr 2022 Nankai Lin, Xiaotian Lin, Ziyu Yang, Shengyi Jiang

In terms of the reference-based metric, we introduce sentence-level accuracy and char-level BLEU to evaluate the corrected sentences.

Chinese Word Segmentation Grammatical Error Correction +2

A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition

no code implementations2 Apr 2022 Yingwen Fu, Nankai Lin, Ziyu Yang, Shengyi Jiang

In this paper, we describe our novel dual-contrastive framework ConCNER for cross-lingual NER under the scenario of limited source-language labeled data.

Contrastive Learning Cross-Lingual NER +7

LaoPLM: Pre-trained Language Models for Lao

no code implementations LREC 2022 Nankai Lin, Yingwen Fu, Chuwei Chen, Ziyu Yang, Shengyi Jiang

In this work, we construct a text classification dataset to alleviate the resource-scare situation of the Lao language.

Part-Of-Speech Tagging text-classification +1

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