Xiaodan Zhu

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 151

Top Venues

CoRR

Canadian Conference on AI

ACL (1)

EMNLP (1)

Publications

Haishuo Fang, Xiaodan Zhu, Iryna Gurevych
InferAct: Inferring Safe Actions for LLM-Based Agents Through Preemptive Evaluation and Human Feedback. CoRR (2024)
Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. CoRR (2024)
Haritz Puerto, Tilek Chubakov, Xiaodan Zhu, Harish Tayyar Madabushi, Iryna Gurevych
Fine-Tuning with Divergent Chains of Thought Boosts Reasoning Through Self-Correction in Language Models. CoRR (2024)
Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen, Nils Dycke, Alexander Goldberg, Tom Hope, Dirk Hovy, Jonathan K. Kummerfeld, Anne Lauscher, Kevin Leyton-Brown, Sheng Lu, Mausam, Margot Mieskes, Aurélie Névéol, Danish Pruthi, Lizhen Qu, Roy Schwartz, Noah A. Smith, Thamar Solorio, Jingyan Wang, Xiaodan Zhu, Anna Rogers, Nihar B. Shah, Iryna Gurevych
What Can Natural Language Processing Do for Peer Review? CoRR (2024)
Jian Han, Xiuhua Liu, Xinjiang Wei, Xiaodan Zhu
Reduced-Order Observer-Based Finite Time Fault Estimation for Switched Systems With Lager and Fast Time Varying Fault. IEEE Trans. Circuits Syst. II Express Briefs 71 (1) (2024)
Haishuo Fang, Xiaodan Zhu, Iryna Gurevych
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs. ACL (Findings) (2024)
Tianyu Yang, Xiaodan Zhu, Iryna Gurevych
Robust Utility-Preserving Text Anonymization Based on Large Language Models. CoRR (2024)
Xiaodan Zhu, Yuanqing Xia, Jian Han, Xin Hu, Huizi Yang
Extended Dissipative Finite-Time Distributed Time-Varying Delay Active Fault-Tolerant Consensus Control for Semi-Markov Jump Nonlinear Multi-Agent Systems. IEEE Trans. Circuits Syst. II Express Briefs 71 (4) (2024)
Md Imbesat Hassan Rizvi, Xiaodan Zhu, Iryna Gurevych
SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models. ACL (1) (2024)
Md Imbesat Hassan Rizvi, Xiaodan Zhu, Iryna Gurevych
SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models. CoRR (2024)
Haishuo Fang, Xiaodan Zhu, Iryna Gurevych
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs. CoRR (2024)
Xianzhi Li, Xiaodan Zhu, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? An Examination on Several Typical Tasks. CoRR (2023)
Hongbin Sun, Xinmei Sun, Lei Kou, Benfa Zhang, Xiaodan Zhu
Optimal scheduling of park-level integrated energy system considering ladder-type carbon trading mechanism and flexible load. CoRR (2023)
Behzad Shayegh, Yanshuai Cao, Xiaodan Zhu, Jackie Chi Kit Cheung, Lili Mou
Ensemble Distillation for Unsupervised Constituency Parsing. CoRR (2023)
Zi'ou Zheng, Xiaodan Zhu
NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic. ACL (1) (2023)
Jonathan Li, Will Aitken, Rohan Bhambhoria, Xiaodan Zhu
Prefix Propagation: Parameter-Efficient Tuning for Long Sequences. ACL (2) (2023)
Youwei Ying, Zhen Wang, Hui Li, Wenying Yang, Xiaodan Zhu, Lei Kou
Prediction of the Number of Postgraduate Entrance Examination Applicants Based on LSTM and Statistical Analysis Method. HP3C (2023)
Zhan Shi, Guoyin Wang, Ke Bai, Jiwei Li, Xiang Li, Qingjun Cui, Belinda Zeng, Trishul Chilimbi, Xiaodan Zhu
OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding. EMNLP (2023)
Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
Prototype-Based Interpretability for Legal Citation Prediction. ACL (Findings) (2023)
Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data. RepL4NLP@ACL (2023)
Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
Legally Enforceable Hate Speech Detection for Public Forums. EMNLP (Findings) (2023)
Paul Quinlan, Qingguo Li, Xiaodan Zhu
Guided Learning of Human Sensor Models with Low-Level Grounding. Canadian AI (2023)
Jonathan Li, Will Aitken, Rohan Bhambhoria, Xiaodan Zhu
Prefix Propagation: Parameter-Efficient Tuning for Long Sequences. CoRR (2023)
Rohan Bhambhoria, Lei Chen, Xiaodan Zhu
A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification. CoRR (2023)
Mo Yu, Yi Gu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell, Chuang Gan
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions. ACL (Findings) (2023)
Maede Ashofteh Barabadi, Xiaodan Zhu, Wai-Yip Chan, Amber L. Simpson, Richard K. G. Do
Parameter-Efficient Methods for Metastases Detection fromClinical Notes. Canadian AI (2023)
Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
Prototype-Based Interpretability for Legal Citation Prediction. CoRR (2023)
Wei Qin, Qing Hu, Zilong Zhuang, Haozhe Huang, Xiaodan Zhu, Lin Han
IPPE-PCR: a novel 6D pose estimation method based on point cloud repair for texture-less and occluded industrial parts. J. Intell. Manuf. 34 (6) (2023)
Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta
Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop. SIGIR (2023)
Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen
Robust NLP for Finance (RobustFin). KDD (2023)
Rohan Bhambhoria, Lei Chen, Xiaodan Zhu
A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification. ACL (2) (2023)
Yihao Fang, Xianzhi Li, Stephen W. Thomas, Xiaodan Zhu
ChatGPT as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection. CoRR (2023)
Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
Effectiveness of Data Augmentation for Prefix Tuning with Limited Data. CoRR (2023)
Xianzhi Li, Samuel Chan, Xiaodan Zhu, Yulong Pei, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks. EMNLP (Industry Track) (2023)
Chu Fei Luo, Rohan Bhambhoria, Xiaodan Zhu, Samuel Dahan
Towards Legally Enforceable Hate Speech Detection for Public Forums. CoRR (2023)
Zi'ou Zheng, Xiaodan Zhu
NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic. CoRR (2023)
Hui Liu, Qingyu Yin, Zhengyang Wang, Chenwei Zhang, Haoming Jiang, Yifan Gao, Zheng Li, Xian Li, Chao Zhang, Bing Yin, William Wang, Xiaodan Zhu
Knowledge-Selective Pretraining for Attribute Value Extraction. EMNLP (Findings) (2023)
Tianqi Wang, Lei Chen, Xiaodan Zhu, Younghun Lee, Jing Gao
Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification. ACL (industry) (2023)
Ethan Callanan, Amarachi Mbakwe, Antony Papadimitriou, Yulong Pei, Mathieu Sibue, Xiaodan Zhu, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams. CoRR (2023)
Xiaodan Zhu, Jun Wang, Maiying Zhong
Finite-Time Distributed Fault Estimate for Discrete-Time Complex Networks with Semi-Markov Switching Topologies. SAFEPROCESS (2023)
Stephen Obadinma, Faiza Khan Khattak, Shirley Wang, Tania Sidhom, Elaine Lau, Sean Robertson, Jingcheng Niu, Winnie Au, Alif Munim, Karthik Raja K. Bhaskar, Bencheng Wei, Iris Ren, Waqar Muhammad, Erin Li, Bukola Ishola, Michael Wang, Griffin Tanner, Yu-Jia Shiah, Sean X. Zhang, Kwesi P. Apponsah, Kanishk Patel, Jaswinder Narain, Deval Pandya, Xiaodan Zhu, Frank Rudzicz, Elham Dolatabadi
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support. CoRR (2023)
Jonathan Li, Rohan Bhambhoria, Xiaodan Zhu
Parameter-Efficient Legal Domain Adaptation. CoRR (2022)
Mo Yu, Xiaoxiao Guo, Yufei Feng, Yi Gu, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell, Chuang Gan
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions. CoRR (2022)
Rohan Bhambhoria, Hui Liu, Samuel Dahan, Xiaodan Zhu
Interpretable Low-Resource Legal Decision Making. CoRR (2022)
Rohan Bhambhoria, Hui Liu, Samuel Dahan, Xiaodan Zhu
Interpretable Low-Resource Legal Decision Making. AAAI (2022)
Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
Evaluating Explanation Correctness in Legal Decision Making. AI (2022)
Lei Chen, Hou Wei Chou, Xiaodan Zhu
Developing Prefix-Tuning Models for Hierarchical Text Classification. EMNLP (Industry Track) (2022)
Xianzhi Li, Will Aitken, Xiaodan Zhu, Stephen W. Thomas
Learning Better Intent Representations for Financial Open Intent Classification. CoRR (2022)
Yufei Feng, Xiaoyu Yang, Xiaodan Zhu, Michael A. Greenspan
Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference. CoRR (2022)
Jonathan Li, Rohan Bhambhoria, Xiaodan Zhu
Parameter-Efficient Legal Domain Adaptation. NLLP@EMNLP (2022)
Zhan Shi, Yilin Shen, Hongxia Jin, Xiaodan Zhu
Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations. AAAI (2022)
Yufei Feng, Xiaoyu Yang, Xiaodan Zhu, Michael A. Greenspan
Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference. Trans. Assoc. Comput. Linguistics 10 (2022)
Jia-Chen Gu, Hui Liu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu
Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots. CoRR (2021)
Hui Liu, Zhan Shi, Xiaodan Zhu
Unsupervised Conversation Disentanglement through Co-Training. EMNLP (1) (2021)
Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking. CoRR (2021)
Yufei Feng, Michael A. Greenspan, Xiaodan Zhu
Enhancing Pretrained Models with Domain Knowledge. Canadian Conference on AI (2021)
Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking. ACL/IJCNLP (2) (2021)
Zhan Shi, Hui Liu, Xiaodan Zhu
Descriptive Image Captioning with Salient Retrieval Priors. Canadian Conference on AI (2021)
Xiaoyu Yang, Xiaodan Zhu, Zhan Shi, Tianda Li
Unsupervised Pre-training with Structured Knowledge for Improving Natural Language Inference. CoRR (2021)
Zhan Shi, Hui Liu, Martin Renqiang Min, Christopher Malon, Li Erran Li, Xiaodan Zhu
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning. EMNLP (Findings) (2021)
Lei Shen, Haolan Zhan, Xin Shen, Hongshen Chen, Xiaofang Zhao, Xiaodan Zhu
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization. CIKM (2021)
Hui Liu, Zhan Shi, Xiaodan Zhu
Unsupervised Conversation Disentanglement through Co-Training. CoRR (2021)
Dayu Li, Xiaodan Zhu, Yang Li, Suge Wang, Deyu Li, Jian Liao, Jianxing Zheng
Emotion Inference in Multi-Turn Conversations with Addressee-Aware Module and Ensemble Strategy. EMNLP (1) (2021)
Boyuan Zheng, Xiaoyu Yang, Yu-Ping Ruan, Zhen-Hua Ling, Quan Liu, Si Wei, Xiaodan Zhu
SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning. SemEval@ACL/IJCNLP (2021)
Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing. CoRR (2021)
Yuxuan Zhou, Kaiyin Zhou, Xien Liu, Ji Wu, Xiaodan Zhu
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation. SemEval@ACL/IJCNLP (2021)
Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing. AAAI (2021)
Boyuan Zheng, Xiaoyu Yang, Yu-Ping Ruan, Zhen-Hua Ling, Quan Liu, Si Wei, Xiaodan Zhu
SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning. CoRR (2021)
Jia-Chen Gu, Hui Liu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu
Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots. SIGIR (2021)
Zhan Shi, Hui Liu, Xiaodan Zhu
Enhancing Descriptive Image Captioning with Natural Language Inference. ACL/IJCNLP (2) (2021)
Lei Shen, Haolan Zhan, Xin Shen, Hongshen Chen, Xiaofang Zhao, Xiaodan Zhu
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization. CoRR (2021)
Binyuan Hui, Xiang Shi, Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu
Improving Text-to-SQL with Schema Dependency Learning. CoRR (2021)
Clinton Lau, Wai-Yip Chan, Xiaodan Zhu
Improving Depression Assessment With Multi-Task Learning From Speech and Text Information. ACSCC (2021)
Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
Investigating the State-of-the-Art Performance and Explainability of Legal Judgment Prediction. Canadian Conference on AI (2021)
Jia-Chen Gu, Tianda Li, Zhen-Hua Ling, Quan Liu, Zhiming Su, Yu-Ping Ruan, Xiaodan Zhu
Deep Contextualized Utterance Representations for Response Selection and Dialogue Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
Class-wise Calibration: A Case Study on COVID-19 Hate Speech. Canadian Conference on AI (2021)
Jia-Chen Gu, Zhen-Hua Ling, Yu Wu, Quan Liu, Zhigang Chen, Xiaodan Zhu
Detecting Speaker Personas from Conversational Texts. CoRR (2021)
Hui Liu, Danqing Zhang, Bing Yin, Xiaodan Zhu
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning. NAACL-HLT (2021)
Xiaoyu Yang, Xiaodan Zhu
Exploring Decomposition for Table-based Fact Verification. EMNLP (Findings) (2021)
Tianda Li, Jia-Chen Gu, Hui Liu, Quan Liu, Zhen-Hua Ling, Zhiming Su, Xiaodan Zhu
Have You Made a Decision? Where? A Pilot Study on Interpretability of Polarity Analysis Based on Advising Problem. ICASSP (2021)
Dayu Li, Xiaodan Zhu, Yang Li, Suge Wang, Deyu Li, Jian Liao, Jianxing Zheng
Enhancing emotion inference in conversations with commonsense knowledge. Knowl. Based Syst. 232 (2021)
Xiaoyu Yang, Xiaodan Zhu
Exploring Decomposition for Table-based Fact Verification. CoRR (2021)
Hui Liu, Danqing Zhang, Bing Yin, Xiaodan Zhu
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning. CoRR (2021)
Jia-Chen Gu, Zhen-Hua Ling, Yu Wu, Quan Liu, Zhigang Chen, Xiaodan Zhu
Detecting Speaker Personas from Conversational Texts. EMNLP (1) (2021)
Weinan He, Canming Huang, Yongmei Liu, Xiaodan Zhu
WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge. EMNLP (1) (2021)
Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu
extending PySyft with N.-IID Federated Learning Benchmarkby Houda Bouraqqadi, Ayoub Berrag, Mohamed Mhaouach, Afaf Bouhoute, Khalid Fardousse, and Ismail Berrada: Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. Canadian Conference on AI (2021)
Yongfei Liu, Bo Wan, Xiaodan Zhu, Xuming He
Learning Cross-Modal Context Graph for Visual Grounding. AAAI (2020)
Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li
Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning. IJCNN (2020)
Yifeng Li, Xiaodan Zhu, Richard Naud, Pengcheng Xi
Capsule Deep Generative Model That Forms Parse Trees. IJCNN (2020)
Jia-Chen Gu, Tianda Li, Quan Liu, Xiaodan Zhu, Zhen-Hua Ling, Yu-Ping Ruan
Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems. CoRR (2020)
Mo Yu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell
Deriving Commonsense Inference Tasks from Interactive Fictions. CoRR (2020)
Xiaoyu Yang, Feng Nie, Yufei Feng, Quan Liu, Zhigang Chen, Xiaodan Zhu
Program Enhanced Fact Verification with Verbalization and Graph Attention Network. CoRR (2020)
Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu
Improving Image Captioning with Better Use of Caption. ACL (2020)
Jia-Chen Gu, Tianda Li, Quan Liu, Xiaodan Zhu, Zhen-Hua Ling, Zhiming Su, Si Wei
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots. CoRR (2020)
Tianda Li, Jia-Chen Gu, Xiaodan Zhu, Quan Liu, Zhen-Hua Ling, Zhiming Su, Si Wei
DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement. CoRR (2020)
Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu
Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. CoRR (2020)
Yinpei Dai, Hangyu Li, Chengguang Tang, Yongbin Li, Jian Sun, Xiaodan Zhu
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment. ACL (2020)
Yufei Feng, Zi'ou Zheng, Quan Liu, Michael A. Greenspan, Xiaodan Zhu
Exploring End-to-End Differentiable Natural Logic Modeling. CoRR (2020)
Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu
Improving Image Captioning with Better Use of Captions. CoRR (2020)
Yufei Feng, Zi'ou Zheng, Quan Liu, Michael A. Greenspan, Xiaodan Zhu
Exploring End-to-End Differentiable Natural Logic Modeling. COLING (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaodan Zhu