Search Results for author: Fuqing Zhu

Found 10 papers, 4 papers with code

Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target Tokens

no code implementations19 Jun 2024 Xikang Yang, Xuehai Tang, Fuqing Zhu, Jizhong Han, Songlin Hu

Vision-language models (VLMs) seamlessly integrate visual and textual data to perform tasks such as image classification, caption generation, and visual question answering.

Semantic-Enhanced Relational Metric Learning for Recommender Systems

no code implementations7 Jun 2024 Mingming Li, Fuqing Zhu, Feng Yuan, Songlin Hu

Recently, relational metric learning methods have been received great attention in recommendation community, which is inspired by the translation mechanism in knowledge graph.

Implicit Relations Metric Learning +1

Hateful Memes Detection via Complementary Visual and Linguistic Networks

1 code implementation9 Dec 2020 Weibo Zhang, Guihua Liu, Zhuohua Li, Fuqing Zhu

In order to further integrate modal information, we investigate a candidate solution based on complementary visual and linguistic network in Hateful Memes Challenge 2020.

Position Sentence

Integrating External Event Knowledge for Script Learning

no code implementations COLING 2020 Shangwen Lv, Fuqing Zhu, Songlin Hu

In the knowledge retrieval stage, we select relevant external event knowledge from ASER.

Retrieval

AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization

1 code implementation25 May 2020 Dongjun Wei, Yaxin Liu, Fuqing Zhu, Liangjun Zang, Wei Zhou, Yijun Lu, Songlin Hu

In this paper, a novel integration method called AutoSUM is proposed for automatic feature extraction and multi-user preference simulation to overcome the drawbacks of previous methods.

feature selection Word Embeddings

Pre-training Text Representations as Meta Learning

no code implementations12 Apr 2020 Shangwen Lv, Yuechen Wang, Daya Guo, Duyu Tang, Nan Duan, Fuqing Zhu, Ming Gong, Linjun Shou, Ryan Ma, Daxin Jiang, Guihong Cao, Ming Zhou, Songlin Hu

In this work, we introduce a learning algorithm which directly optimizes model's ability to learn text representations for effective learning of downstream tasks.

Language Modelling Meta-Learning +2

Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots

1 code implementation IJCNLP 2019 Chunyuan Yuan, Wei Zhou, Mingming Li, Shangwen Lv, Fuqing Zhu, Jizhong Han, Songlin Hu

Existing works mainly focus on matching candidate responses with every context utterance on multiple levels of granularity, which ignore the side effect of using excessive context information.

Conversational Response Selection Retrieval

ESA: Entity Summarization with Attention

2 code implementations25 May 2019 Dongjun Wei, Yaxin Liu, Fuqing Zhu, Liangjun Zang, Wei Zhou, Jizhong Han, Songlin Hu

Entity summarization aims at creating brief but informative descriptions of entities from knowledge graphs.

Clustering Knowledge Graphs

Pseudo-positive regularization for deep person re-identification

no code implementations17 Nov 2017 Fuqing Zhu, Xiangwei Kong, Haiyan Fu, Qi Tian

A small proportion of these retrieved samples are randomly selected as the Pseudo Positive samples and added to the target training set for the supervised CNN training.

Data Augmentation Person Re-Identification

Part-based Deep Hashing for Large-scale Person Re-identification

no code implementations5 May 2017 Fuqing Zhu, Xiangwei Kong, Liang Zheng, Haiyan Fu, Qi Tian

In the experiment, we show that the proposed Part-based Deep Hashing method yields very competitive re-id accuracy on the large-scale Market-1501 and Market-1501+500K datasets.

Deep Hashing Large-Scale Person Re-Identification

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