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followers: 36.0 following: 36.0 repos: 17.0 gists: 0.0

Name: Changmeng Zheng

Type: User

Company: The Hong Kong Polytechnic University

Bio: NLP, KG, and MM

Location: Kowloon, Hong Kong

Changmeng Zheng's Projects

abs-lrmodel

Code for COLING 2020 paper "Controllable Abstractive Sentence Summarization with Guiding Entities"

agban

Code for IEEE Trans. on Multimedia (TMM) paper "Object-aware Multimodal Named Entity Recognition in Social Media Posts with Adversarial Learning"

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

boundary-aware-nested-ner

Code for EMNLP 2019 paper "A Boundary-aware Neural Model for Nested Named Entity Recognition"

chinesener

A reimplementation of Bi-LSTM + CRF Model for Chinese NER

deep_exhaustive

An Implementation of Deep Exhaustive Model for Nested NER

faster-r-cnn-with-model-pretrained-on-visual-genome

Faster RCNN model in Pytorch version, pretrained on the Visual Genome with ResNet 101

latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mega

Code for ACM MM 2021 Paper "Multimodal Relation Extraction with Efficient Graph Alignment".

mnre

Resource and Code for ICME 2021 paper "MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts"

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pytorch-implementation-for-ocsga

Code for ACM MM 2020 Paper "Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts".

reck

Code for TCSVT paper "Towards Bridged Vision and Language: Learning Cross-modal Knowledge Representation for Relation Extraction"

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”

thecharm.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

tmr

Code for ACL 2023 paper "Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View"

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Changmeng Zheng's Projects

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