Search Results for author: Jingyi He

Found 3 papers, 2 papers with code

Learning with Rejection for Abstractive Text Summarization

1 code implementation16 Feb 2023 Meng Cao, Yue Dong, Jingyi He, Jackie Chi Kit Cheung

State-of-the-art abstractive summarization systems frequently hallucinate content that is not supported by the source document, mainly due to noise in the training dataset.

Abstractive Text Summarization

Learning Efficient Task-Specific Meta-Embeddings with Word Prisms

1 code implementation COLING 2020 Jingyi He, KC Tsiolis, Kian Kenyon-Dean, Jackie Chi Kit Cheung

Word embeddings are trained to predict word cooccurrence statistics, which leads them to possess different lexical properties (syntactic, semantic, etc.)

Word Embeddings

An ensemble learning framework based on group decision making

no code implementations1 Jul 2020 Jingyi He, Xiaojun Zhou, Rundong Zhang, Chunhua Yang

The classification problem is a significant topic in machine learning which aims to teach machines how to group together data by particular criteria.

Binary Classification Classification +3

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