Search Results for author: Tianming Liang

Found 3 papers, 2 papers with code

Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels

no code implementations21 Mar 2024 Tianming Liang, Chaolei Tan, Beihao Xia, Wei-Shi Zheng, Jian-Fang Hu

This paper focuses on open-ended video question answering, which aims to find the correct answers from a large answer set in response to a video-related question.

Multi-Label Classification Question Answering +1

Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction

1 code implementation29 Oct 2023 Hao Zhang, Yang Liu, Xiaoyan Liu, Tianming Liang, Gaurav Sharma, Liang Xue, Maozu Guo

We introduce a novel graph-based framework for alleviating key challenges in distantly-supervised relation extraction and demonstrate its effectiveness in the challenging and important domain of biomedical data.

Relation Relation Extraction +1

Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs

1 code implementation24 May 2021 Tianming Liang, Yang Liu, Xiaoyan Liu, Hao Zhang, Gaurav Sharma, Maozu Guo

On top of that, we further propose a novel constraint graph-based relation extraction framework(CGRE) to handle the two challenges simultaneously.

Denoising Relation +2

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