Search Results for author: Jingyi You

Found 4 papers, 0 papers with code

JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation

no code implementations COLING 2022 Jingyi You, Dongyuan Li, Manabu Okumura, Kenji Suzuki

Automated radiology report generation aims to generate paragraphs that describe fine-grained visual differences among cases, especially those between the normal and the diseased.

Disease Prediction Image Captioning +1

A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model

no code implementations COLING 2022 Dongyuan Li, Jingyi You, Kotaro Funakoshi, Manabu Okumura

Text infilling aims to restore incomplete texts by filling in blanks, which has attracted more attention recently because of its wide application in ancient text restoration and text rewriting.

Ancient Text Restoration Language Modelling +1

Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization

no code implementations NAACL 2022 Jingyi You, Dongyuan Li, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura

Previous studies on the timeline summarization (TLS) task ignored the information interaction between sentences and dates, and adopted pre-defined unlearnable representations for them.

Event Detection Graph Attention +1

Abstractive Document Summarization with Word Embedding Reconstruction

no code implementations RANLP 2021 Jingyi You, Chenlong Hu, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura

Neural sequence-to-sequence (Seq2Seq) models and BERT have achieved substantial improvements in abstractive document summarization (ADS) without and with pre-training, respectively.

Document Summarization Word Embeddings

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