🧑‍🔬 Who cites Xiaoyan Zhu

461 citations of their works from 460 papers of our library (of the 141,840 whose bibliographies we read) · 45 with a page here, the most cited first · ← Xiaoyan Zhu

Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingACM Computing SurveysPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.2021 · 5,396 citations
A Survey of Large Language ModelsFrontiers of Computer ScienceWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,863 citations
Unifying Large Language Models and Knowledge Graphs: A RoadmapIEEE Transactions on Knowledge and Data EngineeringShirui Pan, Linhao Luo, Yufei Wang, et al.2023 · 1,549 citations
A Comprehensive Overview of Large Language ModelsACM Transactions on Intelligent Systems and TechnologyHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.2023 · 1,286 citations
The Risk of Racial Bias in Hate Speech DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Maarten Sap, Dallas Card, Saadia Gabriel, et al.2019 · 1,152 citations
Recurrent Attention Network on Memory for Aspect Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Peng Chen, Zhongqian Sun, Lidong Bing, et al.2017 · 1,117 citations
Quantifying Attention Flow in TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Samira Abnar, Willem Zuidema2020 · 1,051 citations
Is Attention Interpretable?Annual Meeting of the Association for Computational Linguistics (ACL)Sofia Serrano, Noah A. Smith2019 · 889 citations
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Chen Zhang, Qiuchi Li, Dawei Song2019 · 808 citations
Relational Graph Attention Network for Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Kai Wang, Weizhou Shen, Yunyi Yang, et al.2020 · 776 citations
Transformation Networks for Target-Oriented Sentiment ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Xin Li, Lidong Bing, Wai Lam, et al.2018 · 597 citations
DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment AnalysisInternational Workshop on Semantic Evaluation (SemEval)Christos Baziotis, Nikos Pelekis, Christos Doulkeridis2017 · 588 citations
Multi-grained Attention Network for Aspect-Level Sentiment ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Feifan Fan, Yansong Feng, Dongyan Zhao2018 · 573 citations
Aspect-Level Sentiment Analysis Via Convolution over Dependency TreeConference on Empirical Methods in Natural Language Processing (EMNLP)Kai Sun, Richong Zhang, Samuel Mensah, et al.2019 · 498 citations
PPT: Pre-trained Prompt Tuning for Few-shot LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxian Gu, Xu Han, Zhiyuan Liu, et al.2022 · 469 citations
Dual Graph Convolutional Networks for Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Ruifan Li, Hao Chen, Fangxiang Feng, et al.2021 · 429 citations
Exploiting BERT for End-to-End Aspect-based Sentiment AnalysisWorkshop on Noisy User-generated TextXin Li, Lidong Bing, Wenxuan Zhang, et al.2019 · 416 citations
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Tang, Donghong Ji, Chenliang Li, et al.2020 · 397 citations
A Unified Generative Framework for Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Hang Yan, Junqi Dai, Tuo Ji, et al.2021 · 396 citations
A Challenge Dataset and Effective Models for Aspect-Based Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Qingnan Jiang, Lei Chen, Ruifeng Xu, et al.2019 · 395 citations
Attention-based Recurrent Convolutional Neural Network for Automatic Essay ScoringConference on Computational Natural Language Learning (CoNLL)Fei Dong, Yue Zhang, Jie Yang2017 · 365 citations
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chi Sun, Luyao Huang, Xipeng Qiu2019 · 357 citations
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Binxuan Huang, Kathleen Carley2019 · 351 citations
1. ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and GenerationarXiv:2107.02137Yu Sun, Shuohuan Wang, Shikun Feng, et al.2021 · 328 citations
   Aspect Sentiment Quad Prediction as Paraphrase GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Wenxuan Zhang, Yang Deng, Xin Li, et al.2021 · 325 citations
2. Challenges and Applications of Large Language ModelsarXiv:2307.10169Jean Kaddour, Joshua Harris, Maximilian Mozes, et al.2023 · 300 citations
   Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Minghao Hu, Yuxing Peng, Zhen Huang, et al.2019 · 287 citations
   Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and OpinionsAnnual Meeting of the Association for Computational Linguistics (ACL)Hongjie Cai, Rui Xia, Jianfei Yu2021 · 255 citations
3. Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language ModelsarXiv:2308.16149Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, et al.2023 · 217 citations
   ProsocialDialog: A Prosocial Backbone for Conversational AgentsConference on Empirical Methods in Natural Language Processing (EMNLP)Hyunwoo Kim, Youngjae Yu, Liwei Jiang, et al.2022 · 150 citations
   TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL)Xiao Wang, Qin Liu, Tao Gui, et al.2021 · 146 citations
   Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and IdentificationConference on Empirical Methods in Natural Language Processing (EMNLP)Man Lan, Jianxiang Wang, Yuanbin Wu, et al.2017 · 144 citations
   MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking EvaluationAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz2022 · 131 citations
   MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning ProblemsFindings of the Association for Computational LinguisticsJakub Macina, Nico Daheim, Sankalan Chowdhury, et al.2023 · 130 citations
   A Survey on Recent Advances in LLM-Based Multi-turn Dialogue SystemsACM Computing SurveysZihao Yi, Jiarui Ouyang, Zhe Xu, et al.2024 · 129 citations
   Arabic aspect based sentiment analysis using bidirectional GRU based modelsJournal of King Saud University - Computer and Information SciencesMohammed M.Abdelgwad, Taysir Hassan A Soliman, Ahmed I.Taloba, et al.2021 · 127 citations
4. CValues: Measuring the Values of Chinese Large Language Models from Safety to ResponsibilityarXiv:2307.09705Guohai Xu, Jiayi Liu, Ming Yan, et al.2023 · 63 citations
5. ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine TweetsarXiv:1906.01830Ramy Baly, Alaa Khaddaj, Hazem Hajj, et al.2019 · 61 citations
   Arabic aspect sentiment polarity classification using BERTJournal Of Big DataMohammed M.Abdelgwad, Taysir Hassan A Soliman, Ahmed I.Taloba2021 · 60 citations
   A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment ConflictFindings of the Association for Computational LinguisticsYiyi Liu, Yequan Wang, Aixin Sun, et al.2022 · 34 citations
6. A Survey on Automated Sarcasm Detection on TwitterarXiv:2202.02516Bleau Moores, Vijay Mago2022 · 19 citations
   Guiding Computational Stance Detection with Expanded Stance Triangle FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, et al.2023 · 17 citations
7. A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial ExamplesYuxuan Wang, Wanxiang Che, Ivan Titov, et al.2021 · 8 citations
   From Graph to Text and Back: Semantic Fidelity in Automated Industrial Knowledge GraphsAnnual Meeting of the Association for Computational Linguistics (ACL)Kamyar Zeinalipour, Silvia Severini, Alessia Borghini, et al.2026
   KOCOH: Korean Context-Dependent Hate Speech DatasetLanguage Resources and Evaluation Conference (LREC)Eunah Park, Sanghoun Song2026

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