NLPExplorer

Deyu Zhou

Number of Papers:- 41

Number of Citations:- 17

First ACL Paper:- 2008

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

EMNLP

Findings

TACL

IWCS

ACL

EACL

SIGHAN

IJCNLP

Co-Authors:-

Similar Authors:-

STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models F i n d i n g s - A C L

Linhai Zhang | Jialong Wu | Deyu Zhou | Guoqiang Xu |

DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference F i n d i n g s - A C L

Jialong Wu | Linhai Zhang | Deyu Zhou | Guoqiang Xu |

CHECKWHY: Causal Fact Verification via Argument Structure ACL

Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer F i n d i n g s - E M N L P

Jiasheng Si | Yingjie Zhu | Wenpeng Lu | Deyu Zhou |

Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding F i n d i n g s - A C L

Linhai Zhang | Congzhi Zhang | Deyu Zhou |

Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization F i n d i n g s - A C L

Yanyue Zhang | Deyu Zhou |

G3R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation F i n d i n g s - A C L

Focusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition F i n d i n g s - A C L

Sentiment Analysis on Streaming User Reviews via Dual-Channel Dynamic Graph Neural Network EMNLP

Xin Zhang | Linhai Zhang | Deyu Zhou |

EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification EMNLP

Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning F i n d i n g s - A C L

A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL Findings

Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge ACL

SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition COLING

Zeng Yang | Linhai Zhang | Deyu Zhou |

Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING

Linhai Zhang | Deyu Zhou |

Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification COLING

Xu Zhang | Zejie Liu | Yanzheng Xiang | Deyu Zhou |

Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach F i n d i n g s - E M N L P

A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation EMNLP Findings

Linhai Zhang | Deyu Zhou | Chao Lin | Yulan He |

Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification ACL IJCNLP

Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs EMNLP

Implicit Sentiment Analysis with Event-centered Text Representation EMNLP

Deyu Zhou | Jianan Wang | Linhai Zhang | Yulan He |

A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering EMNLP Findings

Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection ACL IJCNLP

Neural Temporal Opinion Modelling for Opinion Prediction on Twitter ACL

Lixing Zhu | Yulan He | Deyu Zhou |

Neural Topic Modeling with Bidirectional Adversarial Training ACL

Emotion Classification by Jointly Learning to Lexiconize and Classify COLING

A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings TACL

Lixing Zhu | Yulan He | Deyu Zhou |

Neural Topic Modeling with Cycle-Consistent Adversarial Training EMNLP

Xuemeng Hu | Rui Wang | Deyu Zhou | Yuxuan Xiong |

Neural Topic Modeling by Incorporating Document Relationship Graph EMNLP

Deyu Zhou | Xuemeng Hu | Rui Wang |

An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking EMNLP

Yang Yang | Deyu Zhou | Yulan He |

Relevant Emotion Ranking from Text Constrained with Emotion Relationships NAACL

Deyu Zhou | Yang Yang | Yulan He |

Neural Storyline Extraction Model for Storyline Generation from News Articles NAACL

Deyu Zhou | Linsen Guo | Yulan He |

Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings EACL

Deyu Zhou | Xuan Zhang | Yulan He |

Emotion Distribution Learning from Texts EMNLP

Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling ACL

Deyu Zhou | Tianmeng Gao | Yulan He |

An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles EMNLP

Deyu Zhou | Haiyang Xu | Yulan He |

A Simple Bayesian Modelling Approach to Event Extraction from Twitter ACL

Deyu Zhou | Liangyu Chen | Yulan He |

Semantic Parsing for Biomedical Event Extraction IWCS WS

Deyu Zhou | Yulan He |

Exploring English Lexicon Knowledge for Chinese Sentiment Analysis SIGHAN WS

Yulan He | Harith Alani | Deyu Zhou |

A Hybrid Generative/Discriminative Framework to Train a Semantic Parser from an Un-annotated Corpus COLING

Deyu Zhou | Yulan He |

Extracting Protein-Protein Interaction based on Discriminative Training of the Hidden Vector State Model WS

Deyu Zhou | Yulan He |