NLPExplorer

Yulan He

Number of Papers:- 96

Number of Citations:- 73

First ACL Paper:- 2004

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

COLING

EMNLP

WOAH

Findings

FinNLP

LREC

TACL

FEVER

IWCS

newsum

ACL

EACL

SIGHAN

IJCNLP

AACL

Co-Authors:-

Alexander Von Lunen

Alistair Willis

Amparo Elizabeth Cano Basave

Ann Obrien

Arkaitz Zubiaga

Similar Authors:-

Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study EACL

Zhaoyue Sun | Gabriele Pergola | Byron Wallace | Yulan He |

NarrativePlay: Interactive Narrative Understanding EACL

Topic Taxonomy Construction from ESG Reports FinNLP WS

Saif Majdi AlNajjar | Xinyu Wang | Yulan He |

Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives F i n d i n g s - A C L

Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond F i n d i n g s - A C L

Xinyu Wang | Hainiu Xu | Lin Gui | Yulan He |

DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information ACL

Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL

Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL

Xingwei Tan | Yuxiang Zhou | Gabriele Pergola | Yulan He |

OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models ACL

Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models F i n d i n g s - A C L

Yanzheng Xiang | Hanqi Yan | Lin Gui | Yulan He |

Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence EMNLP

Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective EMNLP

The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis EMNLP

Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP

Italo Luis Da Silva | Hanqi Yan | Lin Gui | Yulan He |

Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring F i n d i n g s - E M N L P

Event Temporal Relation Extraction with Bayesian Translational Model EACL

Xingwei Tan | Gabriele Pergola | Yulan He |

Distinguishability Calibration to In-Context Learning F i n d i n g s - E A C L

A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System EACL

PANACEA: An Automated Misinformation Detection System on COVID-19 EACL

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization F i n d i n g s - E A C L

evision PDF of 'Causal Inference from Text: Unveiling Interactions between Variables F i n d i n g s - E M N L P

Yuxiang Zhou | Yulan He |

Distilling ChatGPT for Explainable Automated Student Answer Assessment F i n d i n g s - E M N L P

Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding F i n d i n g s - E M N L P

Lixing Zhu | Runcong Zhao | Lin Gui | Yulan He |

Tracking Brand-Associated Polarity-Bearing Topics in User Reviews TACL

Runcong Zhao | Lin Gui | Hanqi Yan | Yulan He |

Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions F i n d i n g s - A C L

Lixing Zhu | Runcong Zhao | Gabriele Pergola | Yulan He |

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

A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports EMNLP

Xinyu Wang | Lin Gui | Yulan He |

Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization ACL

Xinyu Wang | Lin Gui | Yulan He |

Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL

JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL

PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence ACL FEVER

Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media NAACL

Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims NAACL

RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators NAACL

Rilwan Adewoyin | Ritabrata Dutta | Yulan He |

Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022 F i n d i n g s - A A C L

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) AACL IJCNLP

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) AACL IJCNLP

Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation F i n d i n g s - E M N L P

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP

Hierarchical Interpretation of Neural Text Classification CL

Hanqi Yan | Lin Gui | Yulan He |

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL

Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews EACL

Runcong Zhao | Lin Gui | Gabriele Pergola | Yulan He |

A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews NAACL

Gabriele Pergola | Lin Gui | Yulan He |

Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification Findings

John Dougrez-Lewis | Maria Liakata | Elena Kochkina | Yulan He |

A Query-Driven Topic Model Findings

Zheng Fang | Yulan He | Rob Procter |

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

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

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction ACL IJCNLP

Hanqi Yan | Lin Gui | Gabriele Pergola | Yulan He |

A Large-Scale English Multi-Label Twitter Dataset for Cyberbullying and Online Abuse Detection ACL IJCNLP WOAH

Semiu Salawu | Jo Lumsden | Yulan He |

Extracting Event Temporal Relations via Hyperbolic Geometry EMNLP

Xingwei Tan | Gabriele Pergola | Yulan He |

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

Evaluation of Abstractive Summarisation Models with Machine Translation in Deliberative Processes EMNLP newsum

Miguel Arana-Catania | Rob Procter | Yulan He | Maria Liakata |

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 |

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

CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering COLING

BullStop: A Mobile App for Cyberbullying Prevention COLING

Semiu Salawu | Yulan He | Jo Lumsden |

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

Lixing Zhu | Yulan He | Deyu Zhou |

Findings of the Association for Computational Linguistics: EMNLP 2020 EMNLP Findings

Trevor Cohn | Yulan He | Yang Liu |

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) EMNLP

Bonnie Webber | Trevor Cohn | Yulan He | Yang Liu |

Interpretable Relevant Emotion Ranking with Event-Driven Attention EMNLP

Yang Yang | Deyu ZHOU | Yulan He | Meng Zhang |

Open Event Extraction from Online Text using a Generative Adversarial Network EMNLP

Rui Wang | Deyu ZHOU | Yulan He |

Neural Topic Model with Reinforcement Learning EMNLP

What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations TACL

Variational Autoregressive Decoder for Neural Response Generation EMNLP

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

Yang Yang | Deyu Zhou | Yulan He |

Content-Based Conflict of Interest Detection on Wikipedia LREC

Udochukwu Orizu | Yulan He |

Neural Caption Generation for News Images LREC

Vishwash Batra | Yulan He | George Vogiatzis |

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 |

Detecting Perspectives in Political Debates EMNLP

David Vilares | Yulan He |

A Question Answering Approach for Emotion Cause Extraction EMNLP

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

Deyu Zhou | Xuan Zhang | Yulan He |

Adverse Drug Reaction Classification With Deep Neural Networks COLING

Trung Huynh | Yulan He | Alistair Willis | Stefan Rueger |

Detecting Expressions of Blame or Praise in Text LREC

Udochukwu Orizu | Yulan He |

A Study of the Impact of Persuasive Argumentation in Political Debates NAACL

Amparo Elizabeth Cano-Basave | Yulan He |

Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling ACL

Deyu Zhou | Tianmeng Gao | Yulan He |

Topic Extraction from Microblog Posts Using Conversation Structures ACL

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

Deyu Zhou | Haiyang Xu | Yulan He |

Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering ACL IJCNLP

Tao Chen | Ruifeng Xu | Yulan He | Xuan Wang |

On Stopwords, Filtering and Data Sparsity for Sentiment Analysis of Twitter LREC

Hassan Saif | Miriam Fernandez | Yulan He | Harith Alani |

Automatic Labelling of Topic Models Learned from Twitter by Summarisation ACL

Amparo Elizabeth Cano Basave | Yulan He | Ruifeng Xu |

A Simple Bayesian Modelling Approach to Event Extraction from Twitter ACL

Deyu Zhou | Liangyu Chen | Yulan He |

Real-Time Detection, Tracking, and Monitoring of Automatically Discovered Events in Social Media ACL

A Weakly Supervised Bayesian Model for Violence Detection in Social Media IJCNLP

Amparo Elizabeth Cano Basave | Yulan He | Kang Liu | Jun Zhao |

An Empirical Study on Uncertainty Identification in Social Media Context ACL

Quantising Opinions for Political Tweets Analysis LREC

Yulan He | Hassan Saif | Zhongyu Wei | Kam-Fai Wong |

Sentence Subjectivity Detection with Weakly-Supervised Learning IJCNLP

Chenghua Lin | Yulan He | Richard Everson |

Automatically Extracting Polarity-Bearing Topics for Cross-Domain Sentiment Classification ACL

Yulan He | Chenghua Lin | Harith Alani |

Semantic Parsing for Biomedical Event Extraction IWCS WS

Deyu Zhou | Yulan He |

A Comparative Study of Bayesian Models for Unsupervised Sentiment Detection CoNLL WS

Chenghua Lin | Yulan He | Richard Everson |

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 |

Robustness Issues in a Data-Driven Spoken Language Understanding System WS

Yulan He | Steve Young |