Search Results for author: Liang Zou

Found 6 papers, 0 papers with code

Multitask frame-level learning for few-shot sound event detection

no code implementations17 Mar 2024 Liang Zou, Genwei Yan, Ruoyu Wang, Jun Du, Meng Lei, Tian Gao, Xin Fang

This paper focuses on few-shot Sound Event Detection (SED), which aims to automatically recognize and classify sound events with limited samples.

Data Augmentation Event Detection +1

LZ1904 at SemEval-2021 Task 5: Bi-LSTM-CRF for Toxic Span Detection using Pretrained Word Embedding

no code implementations SEMEVAL 2021 Liang Zou, Wen Li

And then we construct Bidirectional Long Short Term Memory-Conditional Random Field (Bi-LSTM-CRF) model by Baidu research to predict whether each word in the sentence is toxic or not.

Machine Translation Sentence +3

NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers

no code implementations SEMEVAL 2019 Ping Liu, Wen Li, Liang Zou

Transfer learning and domain adaptive learning have been applied to various fields including computer vision (e. g., image recognition) and natural language processing (e. g., text classification).

General Classification Language Identification +3

Ensemble Methods to Distinguish Mainland and Taiwan Chinese

no code implementations WS 2019 Hai Hu, Wen Li, He Zhou, Zuoyu Tian, Yiwen Zhang, Liang Zou

This paper describes the IUCL system at VarDial 2019 evaluation campaign for the task of discriminating between Mainland and Taiwan variation of mandarin Chinese.

Word Embeddings

3D Dense Separated Convolution Module for Volumetric Image Analysis

no code implementations14 May 2019 Lei Qu, Changfeng Wu, Liang Zou

Considering the training data is often limited in biomedical tasks, a tradeoff has to be made between model size and its representational power.

Image Classification

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