NLPExplorer

Dejing Dou

Number of Papers:- 22

Number of Citations:- 23

First ACL Paper:- 2015

Latest ACL Paper:- 2024

Venues:-

EMNLP

NAACL

Findings

ACL

COLING

EACL

Co-Authors:-

Amir Pouran Ben Veyseh

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Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP

Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization EMNLP

RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning Findings NAACL

Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach EMNLP

Simplified Graph Learning for Inductive Short Text Classification EMNLP

Kaixin Zheng | Yaqing Wang | Quanming Yao | Dejing Dou |

ClinicalT5: A Generative Language Model for Clinical Text F i n d i n g s - E M N L P

Qiuhao Lu | Dejing Dou | Thien Nguyen |

Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social Networks EACL

Nisansa de Silva | Dejing Dou |

Noise Stability Regularization for Improving BERT Fine-tuning NAACL

Adversarial Attack against Cross-lingual Knowledge Graph Alignment EMNLP

Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP Findings

Qiuhao Lu | Dejing Dou | Thien Huu Nguyen |

Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification EMNLP

Yaqing Wang | Song Wang | Quanming Yao | Dejing Dou |

Exploiting the Syntax-Model Consistency for Neural Relation Extraction ACL

Amir Pouran Ben Veyseh | Franck Dernoncourt | Dejing Dou | Thien Huu Nguyen |

Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization COLING

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning EMNLP

Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP Findings

Delta Embedding Learning ACL

Xiao Zhang | Ji Wu | Dejing Dou |

Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures ACL

Amir Pouran Ben Veyseh | Thien Huu Nguyen | Dejing Dou |

On Adversarial Examples for Character-Level Neural Machine Translation COLING

Javid Ebrahimi | Daniel Lowd | Dejing Dou |

HotFlip: White-Box Adversarial Examples for Text Classification ACL

Javid Ebrahimi | Anyi Rao | Daniel Lowd | Dejing Dou |

A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets COLING

Javid Ebrahimi | Dejing Dou | Daniel Lowd |

Weakly Supervised Tweet Stance Classification by Relational Bootstrapping EMNLP

Javid Ebrahimi | Dejing Dou | Daniel Lowd |

Chain Based RNN for Relation Classification NAACL

Javid Ebrahimi | Dejing Dou |