Search Results for author: Jiawei Peng

Found 7 papers, 5 papers with code

How to Configure Good In-Context Sequence for Visual Question Answering

1 code implementation4 Dec 2023 Li Li, Jiawei Peng, Huiyi Chen, Chongyang Gao, Xu Yang

Inspired by the success of Large Language Models in dealing with new tasks via In-Context Learning (ICL) in NLP, researchers have also developed Large Vision-Language Models (LVLMs) with ICL capabilities.

In-Context Learning Question Answering +2

Learning Part Segmentation from Synthetic Animals

no code implementations30 Nov 2023 Jiawei Peng, Ju He, Prakhar Kaushik, Zihao Xiao, Jiteng Mu, Alan Yuille

We then benchmark Syn-to-Real animal part segmentation from SAP to PartImageNet, namely SynRealPart, with existing semantic segmentation domain adaptation methods and further improve them as our second contribution.

Domain Adaptation Pseudo Label +2

Enhancing Language Representation with Constructional Information for Natural Language Understanding

1 code implementation5 Jun 2023 Lvxiaowei Xu, Jianwang Wu, Jiawei Peng, Zhilin Gong, Ming Cai, Tianxiang Wang

We adopt usage-based construction grammar as the basis of our work, which is highly compatible with statistical models such as PLMs.

Natural Language Understanding

Transforming Visual Scene Graphs to Image Captions

1 code implementation3 May 2023 Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Songfang Huang, Fei Huang, Zhangzikang Li, Yu Zhang

In TSG, we apply multi-head attention (MHA) to design the Graph Neural Network (GNN) for embedding scene graphs.

Attribute Descriptive +1

FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction

2 code implementations22 Oct 2022 Lvxiaowei Xu, Jianwang Wu, Jiawei Peng, Jiayu Fu, Ming Cai

Grammatical Error Correction (GEC) has been broadly applied in automatic correction and proofreading system recently.

Grammatical Error Detection

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