Search Results for author: Yanjun Gao

Found 9 papers, 5 papers with code

Learning Clause Representation from Dependency-Anchor Graph for Connective Prediction

1 code implementation NAACL (TextGraphs) 2021 Yanjun Gao, Ting-Hao Huang, Rebecca J. Passonneau

We design a neural model to learn a semantic representation for clauses from graph convolution over latent representations of the subject and verb phrase.

Discourse Parsing Graph Learning

Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding

no code implementations6 Apr 2022 Yanjun Gao, Dmitriy Dligach, Timothy Miller, Samuel Tesch, Ryan Laffin, Matthew M. Churpek, Majid Afshar

This work introduces a hierarchical annotation schema with three stages to address clinical text understanding, clinical reasoning, and summarization.

Time Series

A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing

no code implementations7 Dec 2021 Yanjun Gao, Dmitriy Dligach, Leslie Christensen, Samuel Tesch, Ryan Laffin, Dongfang Xu, Timothy Miller, Ozlem Uzuner, Matthew M Churpek, Majid Afshar

Conclusions: The existing clinical NLP tasks cover a wide range of topics and the field will continue to grow and attract more attention from both general domain NLP and clinical informatics community.

EVOQUER: Enhancing Temporal Grounding with Video-Pivoted BackQuery Generation

no code implementations10 Sep 2021 Yanjun Gao, Lulu Liu, Jason Wang, Xin Chen, Huayan Wang, Rui Zhang

Given a query and an untrimmed video, the temporal grounding model predicts the target interval, and the predicted video clip is fed into a video translation task by generating a simplified version of the input query.

Translation

ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences

2 code implementations ACL 2021 Yanjun Gao, Ting-Hao, Huang, Rebecca J. Passonneau

On DeSSE, which has a more even balance of complex sentence types, our model achieves higher accuracy on the number of atomic sentences than an encoder-decoder baseline.

Argument Mining Discourse Parsing +2

Automated Pyramid Summarization Evaluation

1 code implementation CONLL 2019 Yanjun Gao, Chen Sun, Rebecca J. Passonneau

Pyramid evaluation was developed to assess the content of paragraph length summaries of source texts.

Rubric Reliability and Annotation of Content and Argument in Source-Based Argument Essays

1 code implementation WS 2019 Yanjun Gao, Alex Driban, Brennan Xavier McManus, Elena Musi, Patricia Davies, Smar Muresan, a, Rebecca J. Passonneau

We present a unique dataset of student source-based argument essays to facilitate research on the relations between content, argumentation skills, and assessment.

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