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ORCIDFrank Z. Xing
Person information
- affiliation: National University of Singapore, Singapore
- unicode name: 邢竹天
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2020 – today
- 2024
[j15]Kelvin Du
, Frank Xing, Rui Mao, Erik Cambria:
Financial Sentiment Analysis: Techniques and Applications. ACM Comput. Surv. 56(9): 220:1-220:42 (2024)- [j14]Frank Xing:
Financial risk tolerance profiling from text. Inf. Process. Manag. 61(4): 103704 (2024) - [c15]Kelvin Du, Rui Mao, Frank Xing, Erik Cambria:
Explainable Stock Price Movement Prediction using Contrastive Learning. CIKM 2024: 529-537 - [c14]Kelvin Du, Rui Mao, Frank Xing, Erik Cambria:
A Dynamic Dual-Graph Neural Network for Stock Price Movement Prediction. IJCNN 2024: 1-8 - [i7]Frank Xing:
Designing Heterogeneous LLM Agents for Financial Sentiment Analysis. CoRR abs/2401.05799 (2024) - [i6]Xiaohua Wu, Lin Li, Xiaohui Tao, Frank Xing, Jingling Yuan:
Primary and Secondary Factor Consistency as Domain Knowledge to Guide Happiness Computing in Online Assessment. CoRR abs/2402.12398 (2024) - 2023
- [j13]Frank Xing, Björn W. Schuller, Iti Chaturvedi, Erik Cambria, Amir Hussain:
Guest Editorial Neurosymbolic AI for Sentiment Analysis. IEEE Trans. Affect. Comput. 14(3): 1711-1715 (2023) - [j12]Kelvin Du, Frank Xing, Erik Cambria:
Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis. ACM Trans. Manag. Inf. Syst. 14(3): 23:1-23:24 (2023) - [c13]Siyi Chen, Frank Xing:
Understanding Emojis for Financial Sentiment Analysis. ICIS 2023 - [c12]Qi Qi, Frank Xing:
Leveraging Interactions for Stationary and Dynamic Financial Distress Prediction: A Spatio-Temporal Financial Graph Attention Network. ICIS 2023 - [c11]Kelvin Du, Frank Xing, Rui Mao, Erik Cambria:
FinSenticNet: A Concept-Level Lexicon for Financial Sentiment Analysis. SSCI 2023: 109-114 - 2022
- [j11]Lorenzo Malandri, Carlos Porcel, Frank Xing, Jesús Serrano-Guerrero, Erik Cambria:
Soft computing for recommender systems and sentiment analysis. Appl. Soft Comput. 118: 108246 (2022) - [j10]Erik Cambria, Frank Xing, Mike Thelwall, Roy E. Welsch:
Guest Editorial: Sentiment Analysis as a Multidisciplinary Research Area. IEEE Trans. Artif. Intell. 3(5): 638-641 (2022) - [c10]Tom Young, Frank Xing, Vlad Pandelea, Jinjie Ni, Erik Cambria:
Fusing Task-Oriented and Open-Domain Dialogues in Conversational Agents. AAAI 2022: 11622-11629 - [c9]Jayit Saha, Smit Patel, Frank Xing, Erik Cambria:
Does Social Media Sentiment Predict Bitcoin Trading Volume? ICIS 2022 - [c8]Erik Cambria, Qian Liu, Sergio Decherchi, Frank Xing, Kenneth Kwok:
SenticNet 7: A Commonsense-based Neurosymbolic AI Framework for Explainable Sentiment Analysis. LREC 2022: 3829-3839 - 2021
- [c7]Frank Z. Xing, Duc-Hong Hoang, Dinh-Vinh Vo:
High-Frequency News Sentiment and Its Application to Forex Market Prediction. HICSS 2021: 1-10 - [i5]Tom Young, Frank Z. Xing, Vlad Pandelea, Jinjie Ni, Erik Cambria:
Fusing task-oriented and open-domain dialogues in conversational agents. CoRR abs/2109.04137 (2021) - 2020
- [j9]Yukun Ma, Khanh Linh Nguyen, Frank Z. Xing, Erik Cambria:
A survey on empathetic dialogue systems. Inf. Fusion 64: 50-70 (2020) - [j8]Frank Z. Xing, Soujanya Poria, Erik Cambria, Roy E. Welsch:
Social Media Marketing and Financial Forecasting. Inf. Process. Manag. 57(5): 102314 (2020) - [c6]Erik Cambria, Yang Li, Frank Z. Xing, Soujanya Poria, Kenneth Kwok:
SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis. CIKM 2020: 105-114 - [c5]Frank Z. Xing, Lorenzo Malandri, Yue Zhang, Erik Cambria:
Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets. COLING 2020: 978-987
2010 – 2019
- 2019
- [j7]Frank Z. Xing, Filippo Pallucchini, Erik Cambria:
Cognitive-inspired domain adaptation of sentiment lexicons. Inf. Process. Manag. 56(3): 554-564 (2019) - [j6]Frank Z. Xing, Erik Cambria, Roy E. Welsch:
Growing semantic vines for robust asset allocation. Knowl. Based Syst. 165: 297-305 (2019) - [j5]Frank Z. Xing, Erik Cambria, Yue Zhang:
Sentiment-aware volatility forecasting. Knowl. Based Syst. 176: 68-76 (2019) - [i4]Jiaxi He, Frank Z. Xing, Ran Yang, Cishen Zhang:
Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization. CoRR abs/1904.08573 (2019) - [i3]Haodong Bai, Frank Z. Xing, Erik Cambria, Win-Bin Huang:
Business Taxonomy Construction Using Concept-Level Hierarchical Clustering. CoRR abs/1906.09694 (2019) - 2018
- [b1]Frank Z. Xing:
Textual knowledge integration for financial asset management. Nanyang Technological University, Singapore, 2018 - [j4]Frank Z. Xing, Erik Cambria, Roy E. Welsch:
Natural language based financial forecasting: a survey. Artif. Intell. Rev. 50(1): 49-73 (2018) - [j3]Frank Z. Xing, Erik Cambria, Roy E. Welsch:
Intelligent Asset Allocation via Market Sentiment Views. IEEE Comput. Intell. Mag. 13(4): 25-34 (2018) - [j2]Lorenzo Malandri, Frank Z. Xing, Carlotta Orsenigo, Carlo Vercellis, Erik Cambria:
Public Mood-Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management. Cogn. Comput. 10(6): 1167-1176 (2018) - [c4]Frank Z. Xing, Erik Cambria, Lorenzo Malandri, Carlo Vercellis:
Discovering Bayesian Market Views for Intelligent Asset Allocation. ECML/PKDD (3) 2018: 120-135 - [i2]Frank Z. Xing, Erik Cambria, Lorenzo Malandri, Carlo Vercellis:
Discovering Bayesian Market Views for Intelligent Asset Allocation. CoRR abs/1802.09911 (2018) - 2017
- [c3]Frank Z. Xing, Danyuan Ho, Diyana Hamzah, Erik Cambria:
Classifying World Englishes from a Lexical Perspective: A Corpus-Based Approach. CICLing (1) 2017: 564-575 - [c2]Frank Z. Xing, Erik Cambria, Xiaomei Zou:
Predicting evolving chaotic time series with fuzzy neural networks. IJCNN 2017: 3176-3183 - [i1]Frank Z. Xing:
A Historical Review of Forty Years of Research on CMAC. CoRR abs/1702.02277 (2017) - 2016
- [c1]Frank Z. Xing, Erik Cambria, Win-Bin Huang, Yang Xu:
Weakly supervised semantic segmentation with superpixel embedding. ICIP 2016: 1269-1273 - 2015
- [j1]Frank Z. Xing, Yang Xu:
A Logistic Regression Model of Irony Detection in Chinese Internet Texts. Res. Comput. Sci. 90: 239-249 (2015)
Coauthor Index
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