Search Results for author: Yan-Ying Chen

Found 12 papers, 0 papers with code

Few-Shot Learning of an Interleaved Text Summarization Model by Pretraining with Synthetic Data

no code implementations EACL (AdaptNLP) 2021 Sanjeev Kumar Karn, Francine Chen, Yan-Ying Chen, Ulli Waltinger, Hinrich Schuetze

Interleaved texts, where posts belonging to different threads occur in a sequence, commonly occur in online chat posts, so that it can be time-consuming to quickly obtain an overview of the discussions.

Disentanglement Few-Shot Learning +1

Thoracic Disease Identification and Localization using Distance Learning and Region Verification

no code implementations7 Jun 2020 Cheng Zhang, Francine Chen, Yan-Ying Chen

In this paper, we propose an alternative approach that learns discriminative features among triplets of images and cyclically trains on region features to verify whether attentive regions contain information indicative of a disease.

Classification General Classification

Generating Multi-Sentence Abstractive Summaries of Interleaved Texts

no code implementations25 Sep 2019 Sanjeev Kumar Karn, Francine Chen, Yan-Ying Chen, Ulli Waltinger, Hinrich Schütze

The interleaved posts are encoded hierarchically, i. e., word-to-word (words in a post) followed by post-to-post (posts in a channel).

Disentanglement Sentence

Addressing Data Bias Problems for Chest X-ray Image Report Generation

no code implementations6 Aug 2019 Philipp Harzig, Yan-Ying Chen, Francine Chen, Rainer Lienhart

Automatic medical report generation from chest X-ray images is one possibility for assisting doctors to reduce their workload.

Medical Report Generation Sentence

A Hierarchical Decoder with Three-level Hierarchical Attention to Generate Abstractive Summaries of Interleaved Texts

no code implementations5 Jun 2019 Sanjeev Kumar Karn, Francine Chen, Yan-Ying Chen, Ulli Waltinger, Hinrich Schütze

Interleaved texts, where posts belonging to different threads occur in one sequence, are a common occurrence, e. g., online chat conversations.

Local Feature Descriptor Learning with Adaptive Siamese Network

no code implementations16 Jun 2017 Chong Huang, Qiong Liu, Yan-Ying Chen, Kwang-Ting, Cheng

Although the recent progress in the deep neural network has led to the development of learnable local feature descriptors, there is no explicit answer for estimation of the necessary size of a neural network.

Patch Matching

Corpus for Customer Purchase Behavior Prediction in Social Media

no code implementations LREC 2016 Shigeyuki Sakaki, Francine Chen, M Korpusik, y, Yan-Ying Chen

These posts may include information about the purchase activity of people, and insights useful to companies can be derived from them: e. g. profile information of a user who mentioned something about their product.

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